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The Journal of Rural Health

Impact factor: 1.444 5-Year impact factor: 1.676 Print ISSN: 0890-765X Online ISSN: 1748-0361 Publisher: Wiley Blackwell (Blackwell Publishing)

Subjects: Health Policy & Services, Public, Environmental & Occupational Health

Most recent papers:

  • Timeliness of Breast Cancer Treatment Within The Alaska Tribal Health System.
    Stacy F. Kelley, Gretchen M. Day, Christine A. DeCourtney, Sarah H. Nash.
    The Journal of Rural Health. October 14, 2017
    Purpose This study examined the time from breast cancer diagnosis to initiation of treatment among Alaska Native (AN) women. We evaluated the impact of age, cancer stage, and rural/urban residence at diagnosis. Methods We evaluated characteristics of women recorded in the Alaska Native Tumor Registry who received a first diagnosis of breast cancer between 2009 and 2013. Median time from diagnosis to treatment was assessed. Associations of demographic and clinical characteristics with timely initiation of treatment were evaluated using logistic regression and Cox proportional hazards models. Results Two hundred seventy‐eight (278) AN women were diagnosed with invasive breast cancer in years 2009‐2013. Mean age at diagnosis was 56.8 years (SD = 13.0). The median time from diagnosis to initiation of treatment was 23 days (P < .05) with most (94.6%, n = 263) meeting the ≤60‐day guideline target. Time to treatment was not associated with rural/urban residence, age, or stage at cancer diagnosis. Conclusion These findings indicate that most AN women diagnosed with breast cancer within the AN Tribal Health System receive timely treatment after diagnosis.
    October 14, 2017   doi: 10.1111/jrh.12280   open full text
  • Rural Disparities in Alzheimer's Disease‐Related Community Pharmacy Care in the United States.
    Paul Jacob Henkel, Marketa Marvanova.
    The Journal of Rural Health. October 10, 2017
    Purpose To examine the relationship between area population density and community pharmacy‐based Alzheimer's Disease (AD)‐related services: pharmacists’ medication knowledge and counseling, immunizations, and in‐stock cognitive enhancers in 3 predominantly rural regions of the United States. Methods A standardized interview was administered by telephone to a 100% sample of community pharmacies in 3 areas: Northern California/Southern Oregon (n = 206), North and South Dakota (n = 278), and West Virginia (n = 420). Key study outcomes included: pharmacists’ medication knowledge, availability of immunization services, and cognitive enhancers in stock. Respondents were classified by population density (persons/mi2) by pharmacy location to evaluate the relationship between rurality and AD‐related pharmacy services. Chi‐squared and logistic regression analyses were performed using Stata 10.1. Findings Pharmacies in more rural areas (50.1‐100.0, 25.1‐50.0, and ≤25.0 persons/mi2) were about 50% less likely to offer immunizations (95% CI: 0.32‐0.91; 0.32‐0.76; 0.28‐0.80, respectively) compared to the least rural areas (>100.0 persons/mi2). Compared to the least rural areas, pharmacists in the most rural areas (≤25.0 persons/mi2) were less likely to name ≥2 gastrointestinal adverse effects of donepezil (OR = 0.50, 95% CI: 0.31‐0.82) or have memantine XR 28 mg (OR = 0.61, 95% CI: 0.41‐0.89) and other surveyed medications (OR = 0.57, 95% CI: 0.39‐0.82) in stock. Conclusions We found disparities in AD‐related services in community pharmacies located in more rural counties, wherein individuals with AD and their caregivers may face barriers to obtaining quality pharmaceutical care. There is a need to strengthen pharmacists’ knowledge and improve pharmacy services to reduce disparities.
    October 10, 2017   doi: 10.1111/jrh.12279   open full text
  • Financial and Health Barriers and Caregiving‐Related Difficulties Among Rural and Urban Caregivers.
    Erin D. Bouldin, Lynn Shaull, Elena M. Andresen, Valerie J. Edwards, Lisa C. McGuire.
    The Journal of Rural Health. September 23, 2017
    Purpose To assess whether financial or health‐related barriers were more common among rural caregivers and whether rural caregivers experienced more caregiving‐related difficulties than their urban peers. Methods We used data from 7,436 respondents to the Caregiver Module in 10 states from the 2011‐2013 Behavioral Risk Factor Surveillance System. Respondents were classified as caregivers if they reported providing care to a family member or friend because of a long‐term illness or disability. We classified respondents as living in a rural area if they lived outside of a Metropolitan Statistical Area (MSA). We defined a financial barrier as having an annual household income <$25,000 or not being able see a doctor when needed in the past year because of cost. We defined a health barrier as having multiple chronic health conditions, a disability, or fair or poor self‐rated health. Findings Rural caregivers more frequently had financial barriers than urban caregivers (38.1% vs 31.0%, P = .0001), but the prevalence of health barriers was similar (43.3% vs 40.6%, P = .18). After adjusting for demographic differences, financial barriers remained more common among rural caregivers. Rural caregivers were less likely than their urban peers to report that caregiving created any difficulty in both unadjusted and adjusted models (adjusted prevalence ratio = 0.90; P < .001). Conclusions Informal caregivers, particularly in rural areas, face financial barriers. Rural caregivers were less likely than urban caregivers to report caregiving‐related difficulties. Rural caregivers’ coping strategies or skills in identifying informal supports may explain this difference, but additional research is needed to explore this hypothesis.
    September 23, 2017   doi: 10.1111/jrh.12273   open full text
  • Safety of Back‐Transfer to Local Hospitals During an Acute Care Hospitalization.
    Leah F. Nelson, Karisa K. Harland, Dan M. Shane, Azeemuddin Ahmed, Nicholas M. Mohr.
    The Journal of Rural Health. September 18, 2017
    Purpose This paper investigates patient outcomes including length of stay (LOS), cost of hospitalization, bounce‐back rates, transition to hospice care, and mortality, following back‐transfer. Methods This study was an observational case‐control study of adults hospitalized in Iowa between 2005 and 2013 to identify back‐transferred patients. Back‐transfer was defined as the transfer of rural patients near the end of their acute hospitalization in a comprehensive medical center back to a local community hospital for the completion of their medical care. Demographic, geographic, rurality, procedural, and disease information was compared between case and control groups, then propensity score (PS) matching was performed to create comparable groups to perform analyses. Findings Over the 9‐year period, 1,056,773 patients meeting inclusion criteria were admitted, of which 430 (0.04%) were back‐transferred. After PS matching, LOS was 60% (95% CI: 0.50‐0.71) higher and costs were 42% (95% CI: 0.33‐0.50) higher in the back‐transferred group. Back‐transferred cases had 8.34 (95% CI: 3.66‐19.0) times the odds of hospice transition and 2.17 (95% CI: 1.37‐3.46) the odds of mortality compared to controls. Four percent of back‐transfers “failed” with the patient being returned to the larger hospital before discharge. Conclusions Back‐transfer is a rare occurrence, and it is associated with longer LOS, higher hospitalization cost, higher mortality, more hospice transfers, and occasional bounce‐backs to comprehensive medical centers. Future work should focus more on prospective indications for transfer, the role of end‐of‐life care, financial impact, and identifying patient populations for whom back‐transfer is safest.
    September 18, 2017   doi: 10.1111/jrh.12267   open full text
  • Polysubstance Use Among Adolescents in a Low Income, Rural Community: Latent Classes for Middle‐ and High‐School Students.
    Roderick A. Rose, Caroline B. R. Evans, Paul R. Smokowski, Matthew O. Howard, Katie L. Stalker.
    The Journal of Rural Health. September 18, 2017
    Purpose Rural communities are currently being impacted by a nationwide epidemic of prescription opioid misuse. Rural adolescent substance users may be at substantial risk for later addiction to these and other drugs. Methods This study uses Latent Class Analysis to identify subtypes of polysubstance users among a sample of 7,074 rural adolescents. Separate models were estimated for middle‐ and high‐school youth. Predictive validity was estimated using cumulative ordinal logistic regression of the classes on a set of youth and family characteristics. Findings We identified a 4‐class solution for both middle‐ and high‐school students marked by initiation of an increasing number of substances used at greater frequency. These classes included Substance Nonusers, Primarily Alcohol Users, Initiators‐Low Frequency Users, and Initiators‐Moderate‐to‐High Lifetime Frequency Users. About 6%‐10% of youth reported using prescription drugs at least once, and in the moderate‐to‐high frequency class, middle‐school youth were more likely to use prescription drugs and inhalants compared to high‐school youth in the same class. The 4 classes were associated with race/ethnicity, and in high school with receiving free/reduced price lunch. Conclusion In general, younger adolescents have lower overall use rates, but within certain classes identified by this analysis, the observed pattern suggests that younger cohorts are turning to prescription drugs and inhalants. These findings support the implementation of universal substance use prevention programs, targeted programs for youth experiencing risk factors associated with substance use, and improved rural substance abuse treatment options.
    September 18, 2017   doi: 10.1111/jrh.12268   open full text
  • An Assessment of Participant‐Described Interprofessional Oral Health Referral Systems Across Rurality.
    Sean G. Boynes, Abigail Lauer, Mark Deutchman, Amy B. Martin.
    The Journal of Rural Health. September 15, 2017
    Purpose As a means to identify and quantify oral health interprofessional collaborative practice (IPP), we examined participant‐described medical‐to‐dental (M2D) referral networks and how they function across rurality. Methods We conducted a cross‐sectional survey on the appraisal of IPP referral systems in 2016. Secondarily, we examined if rural health clinics (RHCs) have different experiences with M2D referrals compared to other practice types. Independent variables included geographic and organizational indicators, referral system attributes, and respondent characteristics. Data were coded by Census region and state Medicaid expansion status. Bivariable and multivariable analyses were conducted using SAS. Findings A convenience cohort (n = 559) from 44 states was examined. Nearly, half (48.7%) reported dependable M2D referral systems. In bivariate analysis, all independent variables were significant except for state Medicaid expansion status. In multivariable analysis, Census region retained significance (P = .0093). Organization type and practice issues with no shows/missed appointments continued to have significance (P < .001 and .002, respectively). Accountable care organizations were over 5 times (5.72, P = .001) more likely than RHCs to report dependable M2D referral systems. Federally qualified health clinics were slightly over 3 times more likely than RHCs to report dependable M2D referral (3.04, P < .001). No differences between RHCs and other private practices were observed. Conclusions The importance of IPP continues to be promoted in the current health care environment. Our study demonstrates that, in this motivated study population, M2D referrals can work well, even in rural areas. Organization type, directionality of referral, broken appointment rates, and electronic health information management were all found to significantly impact the respondents’ rating on the dependability of an M2D referral process.
    September 15, 2017   doi: 10.1111/jrh.12274   open full text
  • The Role of Primary Care for the Oral Health of Rural and Urban Older Adults.
    Julia T. Caldwell, Haena Lee, Kathleen A. Cagney.
    The Journal of Rural Health. September 14, 2017
    Context Rural populations often have restricted access to dental care and poor oral health. These problems may disproportionately affect older blacks in rural areas. Little is known about how access to primary health care may improve the oral health of rural seniors. Purpose This study examines whether the relationship between having a usual source of health care and oral health varies for white and black older adults in rural and urban areas in the United States. Methods We draw on cross‐sectional data of adults (50 years+) from the nationally representative Health and Retirement Study (n = 15,473). Multivariate logistic regression examined the role of a usual source of health care in conditioning racial differences in complete tooth loss and a dental visit in the past 2 years. A usual source of health care is a place, not including an emergency room, where a person goes when he or she is sick or needs health advice. Findings In rural areas, blacks had high rates of tooth loss (28%) and low rates of dental visits (34%). Having a usual source of health care was associated with higher odds of a dental visit for all adults. In rural areas, the association between a usual source of health care and tooth loss varied by race (P < .001); blacks had more tooth loss than whites even with a usual source of health care. Conclusions Access to primary health care was associated with improved oral health outcomes, but it did not close the gap between whites and blacks in rural areas.
    September 14, 2017   doi: 10.1111/jrh.12269   open full text
  • Preventive Dental Checkups and Their Association With Access to Usual Source of Care Among Rural and Urban Adult Residents.
    Aishah Khan, Janani R. Thapa, Donglan Zhang.
    The Journal of Rural Health. September 14, 2017
    Purpose This study aimed to assess the relationship between rural or urban residence and having a usual source of care (USC), and the utilization of preventive dental checkups among adults. Methods Cross‐sectional analysis was conducted using data from the Medical Expenditure Panel Survey 2012. We performed a logit regression on the relationship between rural and urban residence, having a USC, and having at least 1 dental checkup in the past year, adjusting for sociodemographic characteristics and health status. Findings After controlling for covariates, rural adult residents had significantly lower odds of having at least 1 dental checkup per year compared to their urban counterparts (odds ratio [OR] = 0.73, 95% confidence interval [CI]: 0.62‐0.86, P < .001). Additionally, individuals with a USC had higher odds of having at least 1 dental checkup per year (OR = 1.76, 95% CI: 1.59‐1.95, P < .001). Among both rural and urban residents, having a USC was significantly associated with an 11% (95% CI = 9%‐13%) increase in the probability of having a preventive dental checkup within a year. Conclusions Individuals with a USC were more likely to obtain a preventive dental visit, with similar effects in rural and urban settings. We attributed the lower odds of having a checkup in rural regions to the lower density of oral health care providers in these areas. Integration of rural oral health care into primary care may help mitigate the challenges due to a shortage of oral health care providers in rural areas.
    September 14, 2017   doi: 10.1111/jrh.12271   open full text
  • Latent Risk Subtypes Based on Injection and Sexual Behavior Among People Who Inject Drugs in Rural Puerto Rico.
    Dane Hautala, Roberto Abadie, Courtney Thrash, Juan Carlos Reyes, Kirk Dombrowski.
    The Journal of Rural Health. September 07, 2017
    Background People who inject drugs (PWID) in Puerto Rico engage in high levels of injection and sexual risk behavior, and they are at high risk for HIV and hepatitis C (HCV) infection, relative to their US counterparts. Less is known, however, about the clustering of risk behavior conducive to HIV and HCV infection among rural Puerto Rican communities. Objectives The purpose of this study was to examine concurrent injection and sexual risk subtypes among a rural sample of PWID in Puerto Rico. Methods Data were drawn from a respondent‐driven sample collected in 2015 of 315 PWID in 4 rural communities approximately 30‐40 miles from San Juan. Latent class analysis (LCA) was used to examine risk subtypes using 3 injection and 3 sexual risk indicators. In addition, demographic and other PWID characteristics were examined as possible predictors of latent class membership. Results Four LCA subtypes were identified: low risk (36%), high injection/low sexual risk (22%), low injection/high sexual risk (20%), and high risk (22%). Younger age and past year homelessness predicted high risk latent class membership, relative to the other classes. In addition, daily speedball use predicted membership in the high injection/low sexual risk class, relative to the low risk and low injection/high sexual risk classes. Conclusion/Importance The findings suggest ways in which PWID risk clusters can be identified for targeted interventions.
    September 07, 2017   doi: 10.1111/jrh.12262   open full text
  • Perceived Barriers and Facilitators to Providing Methadone Maintenance Treatment Among Rural Community Pharmacists in Southwestern Ontario.
    Joseph Fonseca, Andrew Chang, Feng Chang.
    The Journal of Rural Health. September 05, 2017
    Purpose Misuse of opioids has become a public health concern across North America. Rural patients have limited access to methadone maintenance treatment (MMT), an opioid addiction‐treatment service that could be offered by community pharmacists. The aim of this study was to identify rural community pharmacists’ perceived barriers, motivations, and solutions to offering MMT to their patients. Methods One‐on‐one, semistructured interviews were conducted with 11 community pharmacists who practice in rural southwestern Ontario. Interview transcripts were analyzed using inductive qualitative content analysis. Findings Increased workload, extended operating hours, and concerns about safety, theft, burglary, community resistance, and availability of methadone training courses were identified as pharmacist‐related barriers to providing MMT services. Professional satisfaction and community service were primary motivations for offering the service. Limited pharmacy staff availability exacerbated concerns about increased workload and security. Slower rural emergency‐response times were cited among safety concerns. Participating pharmacists felt that rural regions had fewer MMT prescribers and that rural community members had greater apprehension about addiction‐treatment services than those in urban communities. Pharmacists proposed that coordinating MMT service provision across multiple community pharmacies in the region could help improve access to treatment among their patients. Conclusion Rural community pharmacy practice has unique barriers to implementing and providing MMT services. A coordinated, multipharmacy approach may be an option to provide and expand MMT services in rural regions.
    September 05, 2017   doi: 10.1111/jrh.12264   open full text
  • Psychosocial Correlates of Ever Having a Pap Test and Abnormal Pap Results in a Sample of Rural Appalachian Women.
    Kristen P. Mark, Richard A. Crosby, Robin C. Vanderpool.
    The Journal of Rural Health. September 05, 2017
    Background Despite known prevention and screening efforts, there are higher invasive cervical cancer rates in Appalachia than in other areas of the United States and higher mortality rates in the Appalachian region of Kentucky compared to Appalachian regions of other states. Purpose The primary purpose of this study was to investigate the association of psychosocial factors relevant to cervical cancer and the outcome of ever having a Pap test in a rural sample of women. The secondary purpose was to determine whether any of the same psychosocial factors were also associated with ever having an abnormal Pap test result among women with a self‐reported history of having one or more Pap tests in their lifetime. Methods Data were collected in fall of 2013 from 393 women in 8 economically distressed counties of rural Appalachian Kentucky. Women completed an interviewer‐administered survey assessing sociodemographic and health information as well as beliefs about cervical cancer. Findings Multivariate logistic regression results indicated that low income and greater perceived local fatalism were significant predictors of never having a Pap test. Lack of personal control over prevention, and peer and family influences were significant predictors of ever having an abnormal Pap test result. Conclusions Educational efforts targeted in rural Appalachia would be supported by encouraging the benefits of early and consistent screening, altering the established norms of community fatalism and lack of personal control over prevention, and creating targeted messages through public campaigns that convince rural Appalachian women that cervical cancer is highly preventable and screenable.
    September 05, 2017   doi: 10.1111/jrh.12265   open full text
  • Rural‐Urban Differences in Medicare Quality Scores Persist After Adjusting for Sociodemographic and Environmental Characteristics.
    Carrie Henning‐Smith, Shailendra Prasad, Michelle Casey, Katy Kozhimannil, Ira Moscovice.
    The Journal of Rural Health. September 05, 2017
    Purpose Quality scores are strongly influenced by sociodemographic characteristics and health behaviors, many of which lie outside of the clinician's control. As a result, there is vigorous debate about whether, and how, to risk‐adjust quality measures. Yet, rurality has been largely missing from this debate, even though population and environmental characteristics are demonstrably different by rurality. We addressed this gap by examining the influence of county‐level population sociodemographic, environmental, and health characteristics on 3 Medicare quality measures. Methods We used a cross‐sectional analysis of 2016 County Health Rankings data to estimate differences in 3 Medicare quality scores (preventable hospitalizations, HbA1c monitoring, and mammography screening) by rurality. We then adjusted for county‐level sociodemographic and environmental characteristics in multivariable regression models in order to see whether the association between rurality and quality was impacted. Findings Both micropolitan and noncore counties exhibited lower quality scores than metropolitan counties for all 3 measures. After adjustment, noncore counties still had poorer quality on all 3 measures, while micropolitan counties improved on 2 measures. Several county‐level sociodemographic and environmental characteristics were associated with quality, although the direction of association depended on the quality measure. Conclusions Differences in Medicare quality scores by rurality cannot be entirely explained by differences in population or environmental characteristics. Still, to the extent that clinicians are evaluated—and paid—based on measures that are influenced by both population sociodemographic characteristics and geographic location without adequate risk adjustment, the challenges of delivering care in rural areas will only be exacerbated.
    September 05, 2017   doi: 10.1111/jrh.12261   open full text
  • Medication‐Assisted Opioid Treatment Prescribers in Federally Qualified Health Centers: Capacity Lags in Rural Areas.
    Emily B. Jones.
    The Journal of Rural Health. August 26, 2017
    Purpose This study explores correlates of on‐site availability of substance use disorder treatment services in federally qualified health centers, including buprenorphine treatment that is critical to addressing the opioid epidemic. Methods We employed descriptive and multivariable analyses with weighted 2010 Assessment of Behavioral Health Services survey data and the 2010 Uniform Data System. Findings In 2010, 47.6% of health centers provided on‐site substance use disorder treatment, 12.3% provided buprenorphine treatment for opioids, and 38.8% were interested in expanding buprenorphine availability. Urban health centers, those in the West, and health centers with electronic health records had higher odds of offering on‐site substance use disorder treatment. Compared with on‐site mental health treatment, substance use disorder treatment was available in fewer clinic sites within each organization. Health centers in rural areas had lower odds of providing on‐site buprenorphine treatment (OR = 0.49, 95% CI: 0.26‐0.94), and those in the South had lower odds of providing on‐site buprenorphine treatment compared with health centers in other regions. Rural health centers had lower odds of expressing interest in expanding the availability of buprenorphine treatment (OR = 0.58, 95% CI: 0.35‐0.97). Conclusions Improving access to substance use disorder treatment in primary care is a critical part of the strategy to combat the opioid use disorder epidemic. These findings highlight the important role of health centers as portals of access to substance use disorder treatment services in underserved communities. Recent investments to expand treatment capacity in health centers will expand the availability of substance use disorder services, but urban/rural and regional disparities should be monitored.
    August 26, 2017   doi: 10.1111/jrh.12260   open full text
  • The Effect of Rurality on Out‐of‐Hospital Cardiac Arrest Resuscitation Incidence: An Exploratory Study of a National Registry Utilizing a Categorical Approach.
    Siobhán Masterson, Conor Teljeur, John Cullinan, Andrew W. Murphy, Conor Deasy, Akke Vellinga.
    The Journal of Rural Health. August 26, 2017
    Purpose Variation in incidence is a universal feature of out‐of‐hospital cardiac arrest (OHCA). One potential source of variation is the rurality of the location where the OHCA incident occurs. While previous work has used a simple binary approach to define rurality, the purpose of this study was to use a categorical approach to quantify the impact of urban‐rural classification on OHCA incidence in the Republic of Ireland. Methods The observed versus expected ratio of OHCA incidence where resuscitation was attempted for the period January 1, 2012, to December 31, 2014, was calculated for each of the 3,408 electoral divisions (ED). EDs were then classified into 1 of 6 urban‐rural classes. Multilevel modeling was used to test for variation in incidence ratios (IR) across the urban‐rural classes. Findings A total of 4,755 cases of adult OHCA, not witnessed by Emergency Medical Services, where resuscitation was attempted were included in the study. The number of EDs in each category was as follows: city (n = 477); town (n = 293); near village (n = 182); remote village (n = 84); near rural (n = 1,479); remote rural (n = 893). The IR per ED varied from 0 to 18.38 (EDs, n = 3,408). Multilevel modeling showed that 2.36% of variation in IR was due to urban‐rural classification. This dropped to 0.45% when adjusted for ED deprivation score and median distance to an ambulance station. The addition of other explanatory variables did not improve the model. Conclusion OHCA variation in Ireland is limited and almost fully explained by area‐level deprivation and proximity to ambulance stations.
    August 26, 2017   doi: 10.1111/jrh.12266   open full text
  • Urban‐Rural Differences in Tubal Ligation Incidence in the State of Georgia, USA.
    Curtis D. Travers, Jessica B. Spencer, Carrie A. Cwiak, Ann C. Mertens, Penelope P. Howards.
    The Journal of Rural Health. July 21, 2017
    Purpose To evaluate the difference in tubal ligation use between rural and urban counties in the state of Georgia, USA. Methods The study population included 2,160 women aged 22‐45. All participants completed a detailed interview on their reproductive histories. County of residence was categorized using the National Center for Health Statistics Urban‐Rural Classification Scheme. We estimated the association between urbanization of county of residence and tubal ligation using Cox regression. Among women with a tubal ligation, we examined factors associated with prior contraception use and the desire for more children. Findings After adjustment for covariates, women residing in rural counties had twice the incidence rate of tubal ligation compared with women in large metropolitan counties (adjusted hazard ratio [aHR] = 2.0, 95% CI = 1.4‐2.9) and were on average 3 years younger at the time of the procedure. No differences were observed between small metropolitan and large metropolitan counties (aHR = 1.1, CI = 0.9‐1.5). Our data suggest that women from large metropolitan counties are slightly more likely than women from rural counties to use hormonal contraception or long‐acting reversible contraception prior to tubal ligation and to desire more children after tubal ligation. Conclusions Women from rural counties are more likely to undergo a tubal ligation than their urban counterparts. Our results suggest that circumstances regarding opting for tubal ligation may differ between urban and rural areas, and recommendations of alternative contraceptive options may need to be tailored differently for rural areas.
    July 21, 2017   doi: 10.1111/jrh.12259   open full text
  • The Relationship Between Rural Health Clinic Use and Potentially Preventable Hospitalizations and Emergency Department Visits Among Medicare Beneficiaries.
    Brad Wright, Andrew J. Potter, Amal N. Trivedi, Keith J. Mueller.
    The Journal of Rural Health. July 07, 2017
    Purpose High rates of potentially preventable hospitalizations and emergency department (ED) visits indicate limited primary care access. Rural Health Clinics (RHCs) are intended to increase access to primary care. The goal of this study was to evaluate the role of RHCs and their impact on potentially preventable hospitalizations and ED visits among Medicare beneficiaries based on actual individual‐level utilization patterns. Methods With Medicare Part A and Part B claims data from 2007 to 2010, we constructed a series of individual‐level negative binomial regression models to examine the relationship between RHC use and the number of potentially preventable hospitalizations and ED visits. Findings RHC use was associated with a 27% increase in potentially preventable hospitalizations and a 24% increase in potentially preventable ED visits among older Medicare enrollees. Among younger, disabled Medicare beneficiaries, RHC use was associated with a 14% increase in potentially preventable hospitalizations and an 18% increase in potentially preventable ED visits. Potentially preventable hospitalizations and ED visits were more common among beneficiaries who were black or who had more chronic conditions. Conclusions The results of our study highlight that the Medicare population using RHCs is at especially high risk for potentially preventable hospitalizations and ED visits. The mechanisms behind this are not well understood and should receive continued attention from policy makers and researchers.
    July 07, 2017   doi: 10.1111/jrh.12253   open full text
  • Return‐on‐Investment (ROI) Analyses of an Inpatient Lay Health Worker Model on 30‐Day Readmission Rates in a Rural Community Hospital.
    Roberto Cardarelli, Gregory Bausch, Joan Murdock, Michelle Renee Chyatte.
    The Journal of Rural Health. July 07, 2017
    Purpose The purpose of the study was to assess the return‐on‐investment (ROI) of an inpatient lay health worker (LHW) model in a rural Appalachian community hospital impacting 30‐day readmission rates. Methods The Bridges to Home (BTH) study completed an evaluation in 2015 of an inpatient LHW model in a rural Kentucky hospital that demonstrated a reduction in 30‐day readmission rates by 47.7% compared to a baseline period. Using the hospital's utilization and financial data, a validated ROI calculator specific to care transition programs was used to assess the ROI of the BTH model comparing 3 types of payment models including Diagnosis Related Group (DRG)‐only payments, pay‐for‐performance (P4P) contracts, and accountable care organizations (ACOs). Findings The BTH program had a –$0.67 ROI if the hospital had only a DRG‐based payment model. If the hospital had P4P contracts with payers and 0.1% of its annual operating revenue was at risk, the ROI increased to $7.03 for every $1 spent on the BTH program. However, if the hospital was an ACO as was the case for this study's community hospital, the ROI significantly increased to $38.48 for every $1 spent on the BTH program. Conclusions The BTH model showed a viable ROI to be considered by community hospitals that are part of an ACO or P4P program. A LHW care transition model may be a cost‐effective alternative for impacting excess 30‐day readmissions and avoiding associated penalties for hospital systems with a value‐based payment model.
    July 07, 2017   doi: 10.1111/jrh.12250   open full text
  • Rural and Appalachian Disparities in Neonatal Abstinence Syndrome Incidence and Access to Opioid Abuse Treatment.
    Joshua D. Brown, Amie J. Goodin, Jeffery C. Talbert.
    The Journal of Rural Health. July 07, 2017
    Objective Incidence of neonatal abstinence syndrome (NAS) is increasing due to the rise in opioid use. Rural states like Kentucky have been disproportionally impacted by opioid abuse, and this study determines NAS burden nationally and in Kentucky while quantifying differences in access to care between Appalachian and non‐Appalachian counties. Methods NAS rates were calculated using National (2013) and Kentucky (2008‐2014) National Inpatient Sample discharge data. Births were identified using International Classification of Diseases v9 code 779.5 and live birth codes V30.x‐V38.x. Counties were classified as rural, micropolitan, or metropolitan using census data. Proximity analysis was conducted via mapping from ZIP code centroid to nearest opioid treatment facility. Distance to treatment facilities was calculated and then compared using nonparametric testing for counties by rural and Appalachian status. Results NAS cases tripled from 2008 to 2014 in Kentucky counties, with a 2013 NAS rate more than double the national NAS rate. Rural and Appalachian counties experienced an NAS increase per 1,000 births that was 2‐2.5 times higher than urban/non‐Appalachian counties, with a greater number of NAS births overall in Appalachian counties. All opioid treatment facility types were further from rural patients than micropolitan/metropolitan patients (P < .001), as well as further for Appalachians versus non‐Appalachians (P < .001, all facility types). Conclusions NAS burden disparately affects rural and Appalachian Kentucky counties, while treatment options are disproportionately further away for these residents. Policy efforts to increase NAS prevention and encourage opioid abuse treatment uptake in pregnant women should address rural and Appalachian disparities.
    July 07, 2017   doi: 10.1111/jrh.12251   open full text
  • Correlates of Injection Drug Use Among Rural Appalachian Women.
    Michele Staton, Gabriele Ciciurkaite, Jennifer Havens, Martha Tillson, Carl Leukefeld, Matthew Webster, Carrie Oser, Bridgette Peteet.
    The Journal of Rural Health. July 07, 2017
    Background Limited research has focused on correlates of injection drug use (IDU) among high‐risk subgroups of drug users, particularly women, who may be at increased risk for transmission of infectious diseases such as HIV and Hepatitis C. The purpose of this study is to better understand the contextual and health correlates of IDU among women living in rural Appalachia by examining (1) differences between injectors and noninjectors, and (2) the unique correlates of recent IDU and past IDU. Methods This study involved random selection, screening, and face‐to‐face interviews with 400 rural Appalachian women from jails in one state. Analyses included descriptive statistics, multinomial logistic regression, and stepwise regression to identify significant correlates of recent IDU and past IDU compared to never injecting. Results Findings indicated that 75.3% of this randomly selected sample reported lifetime injection of drugs. Contextual factors including drug use severity (RRR = 8.66, P < .001), more male sex partners (RRR = 1.01, P < .05), and having injecting partners (RRR = 7.60, P < .001) were robust correlates of recent injection practices. Conclusions This study makes an important contribution to understanding factors associated with IDU among rural Appalachian women drug users, which are strongly associated with both relational and health factors. Study findings on the specific factors associated with IDU risk have important implications for tailoring and targeting interventions that should include a focus on the relationship context reducing high‐risk injection practices.
    July 07, 2017   doi: 10.1111/jrh.12256   open full text
  • Address‐Based Sampling for Recruiting Rural Subpopulations: A 2‐Phase, Multimode Approach.
    Tiffany L. Thomson, Julianna M. Nemeth, Juan Peng, Bo Lu, Amy K. Ferketich, Electra D. Paskett, Mary Ellen Wewers.
    The Journal of Rural Health. July 07, 2017
    Purpose This article describes recruitment of a subpopulation of women in a rural area, extending an existing method of a 2‐phase address‐based sampling protocol to include a mixed‐mode approach. Methods Phase 1 included a household enumeration questionnaire mailed to randomly selected households (n = 1,950) in 3 Ohio Appalachian counties to identify members of the eligible subgroup. The second phase of recruitment involved contacting 1 randomly selected eligible woman enumerated by each household, based on return of the questionnaire. These women (n = 599) were invited by field interviewers to participate in a one‐time in‐person health survey. Findings Of the women invited to participate, a total of 408 completed the interview. Based on American Association for Public Opinion Research Response Rate 1 calculations, the response rates were 44.4% and 70.3% for phases 1 and 2, respectively. Response rates in this study were encouraging, especially for the second phase in‐person interview. Conclusion We discuss implications for future research using a mixed‐mode approach in this subpopulation.
    July 07, 2017   doi: 10.1111/jrh.12249   open full text
  • Examining Key Stakeholder and Community Residents’ Understanding of Environmental Influences to Inform Place‐Based Interventions to Reduce Obesity in Rural Communities, Kentucky 2015.
    Alison Gustafson, Margaret McGladrey, Emily Liu, Nicole Peritore, Kelly Webber, Brooke Butterworth, Ann Vail.
    The Journal of Rural Health. July 07, 2017
    Purpose Rural residents report high rates of obesity, physical inactivity, and poor eating habits. The objectives of this study were to (1) use the collective impact model to guide efforts to elicit community members’ perceptions of county‐specific factors influencing high obesity rates; (2) determine the association between utilization of food retail venues and concern about obesity and healthy eating; and (3) determine community members’ utilization of physical activity infrastructure and concern about physical inactivity. Methods The study was conducted in 6 rural counties in Kentucky with adult obesity prevalence rates >40%. Community stakeholders met to assess counties’ needs and assets in implementing interventions to reduce obesity in their communities. A random‐digit dial survey (n = 756) also was conducted to examine awareness and availability of community resources for healthy eating and physical activity. Findings Stakeholders identified lack of access to fruits and vegetables and poor physical activity infrastructure as contributors to obesity. Reporting moderate and serious concern about obesity and healthy eating was associated with higher odds of shopping at a supercenter compared with those expressing little concern. Reported access to information about physical activity opportunities was associated with higher odds of reporting the availability of safe places for physical activity, sidewalks, and trails compared with those who reported that information was difficult to obtain. Conclusions This study elicits community‐identified barriers to healthy behaviors and provides foundational data to inform future place‐based obesity reduction interventions.
    July 07, 2017   doi: 10.1111/jrh.12254   open full text
  • Disparities in the Use of Diabetes Screening in Appalachia.
    Jennifer M. Lobo, Roger Anderson, George J. Stukenborg, Anthony McCall, Hyojung Kang, Fabian Camacho, Min‐Woong Sohn.
    The Journal of Rural Health. July 07, 2017
    Purpose The Appalachian region presents disproportionately high rates of chronic disease compared to the rest of the United States. Early diagnosis of diabetes through screening is an important step in reducing diabetes complications. This study examines disparities in the use of diabetes screening in Appalachia. Methods We analyzed 2009 and 2010 Behavioral Risk Factor Surveillance System data for 96,111 adults aged ≥45 years from 11 Appalachian states. Based on economic status, Appalachian counties were grouped into distressed (least affluent), at‐risk, transitional, and competitive (most affluent). Logistic regression analyses were used to estimate the statistical significance and effect size of factors associated with diabetes screening. Results Competitive counties had the highest rate of diabetes screening (65.4%). At‐risk counties had the lowest rate (60.3%), about 7.8% lower compared to competitive counties (P < .001). After adjusting for socioeconomic factors, differences in screening rates between county economic levels in Appalachia were not statistically significant. Among respondents ≥65 years, at‐risk counties had an 8.1% lower screening rate compared to competitive counties; this difference was not adequately explained by differences in socioeconomic factors. Screening rates in distressed and transitional counties were not significantly different from competitive counties in unadjusted or adjusted models. Conclusions At‐risk counties had significantly lower screening rates than competitive counties. They should receive more policy attention similar to that received by distressed counties. Social policies that improve socioeconomic status and educational attainment, and health policies that reduce barriers to access to care may reduce disparities in diabetes screening rates in the less affluent Appalachian counties.
    July 07, 2017   doi: 10.1111/jrh.12247   open full text
  • Body Mass Index Category Moderates the Relationship Between Depressive Symptoms and Diet Quality in Overweight and Obese Rural‐Dwelling Adults.
    Demetrius A. Abshire, Terry A. Lennie, Misook L. Chung, Martha J. Biddle, Celestina Barbosa‐Leiker, Debra K. Moser.
    The Journal of Rural Health. July 07, 2017
    Purpose This study was conducted to (1) compare diet quality among depressed and nondepressed overweight and obese rural‐dwelling adults and (2) determine whether body mass index (BMI) category moderates the relationship between depressive symptoms and overall diet quality. Methods Rural adults in Kentucky (n = 907) completed the 9‐item Patient Health Questionnaire (PHQ‐9) that assessed depressive symptoms and a food frequency questionnaire that generated 2005 Healthy Eating Index (HEI) scores. Participants were grouped into overweight (BMI 25‐29.9 kg/m2) and obese (≥30 kg/m2), and nondepressed (PHQ‐9 < 10) and depressed (PHQ‐9 ≥ 10) groups. Bootstrapped ANCOVAs were used to compare diet quality among the 4 groups. Ordinary least‐squares regression using PROCESS was used to determine whether BMI category (overweight vs obese) moderated the association between depressive symptoms and overall diet quality. Results Overall diet quality was poorer in the obese depressed group than in the obese nondepressed group. Intake of fruit and dark green/orange vegetables and legumes was lower in the obese depressed group than in the overweight nondepressed group. Depressive symptoms predicted poor overall diet quality (B = −0.287, P < .001) and the relationship was moderated by BMI category (coefficient of BMI category*depressive symptom interaction term = 0.355, P < .049). A significant inverse relationship between depressive symptoms and overall diet quality was observed in the overweight group but not in the obese group. Conclusion Components of diet quality vary according to BMI category and depressive symptom status. The relationship between depressive symptoms and diet quality is influenced by BMI category.
    July 07, 2017   doi: 10.1111/jrh.12255   open full text
  • Barriers and Facilitators of Colorectal Cancer Screening for Patients of Rural Accountable Care Organization Clinics: A Multilevel Analysis.
    Hongmei Wang, Fang Qiu, Abbey Gregg, Baojiang Chen, Jungyoon Kim, Lufei Young, Neng Wan, Li‐Wu Chen.
    The Journal of Rural Health. July 07, 2017
    Purpose This study examines multilevel factors related to colorectal cancer (CRC) screening in a rural Accountable Care Organization (ACO) setting. Methods The study used electronic medical record data from 8 rural ACO clinics in Nebraska. The final sample included 15,866 average‐risk patients aged 50‐75 years who visited participating clinics at least once from June 2014 to May 2015. Logistic regression was conducted to examine simultaneous effects of patient, provider, and county characteristics on CRC screening after accounting for provider‐county‐level correlation using a generalized estimating equations method. Findings The results indicated that patients aged 65 years and older, non‐Hispanic white, whose preferred language was English, who had insurance, who had a wellness visit in the past year, and who had chronic conditions were more likely to be up‐to‐date on CRC screening. Patients were also more likely to be up‐to‐date when their primary care provider was a female medical doctor who was aware of clinic CRC screening protocols or who manually checked patient CRC screening status during the patient visit. Patients in a county with no gastroenterologist, a high poverty rate, and low insurance coverage were less likely to be up‐to‐date on CRC screening. Conclusions  A variety of patient, provider, and county characteristics were associated with CRC screening. Effective strategies to promote CRC screening should address multilevel factors, including: targeting patients with identified individual barriers, modifying physician and clinical practices, and focusing on communities with low socioeconomic status or low levels of medical resources.
    July 07, 2017   doi: 10.1111/jrh.12248   open full text
  • What Challenges Do Nonprofit Hospitals Face in Taking on Community Health Needs Assessments? A Qualitative Study From Appalachian Ohio.
    Daniel Skinner, Berkeley Franz, Kelly Kelleher.
    The Journal of Rural Health. May 24, 2017
    Purpose The purpose of this study is to understand the experiences of Appalachian hospitals in undertaking Community Health Needs Assessments (CHNAs). Of particular interest is whether new requirements to undertake regular evaluation and public health programming pose challenges for rural, Appalachian hospitals. Methods Using a sample of nonprofit hospitals in Appalachian Ohio, we conducted in‐depth qualitative interviews with hospital administrators overseeing community benefit activities and external consultants hired to complete assessments. Following a grounded theory approach, we coded interviews to ascertain major themes. Findings Our findings suggest that there are several challenges faced by nonprofit hospitals that may relate to their status as rural hospitals. In particular, we found that these hospitals struggle to hire staff to oversee CHNAs, often lack the material resources to address needs identified in reports, and seek more concrete guidelines from the IRS on carrying out these new activities in their communities. Conclusions The results from these interviews suggest that there is significant support for new CHNA activities in Appalachian Ohio, but challenges remain to translate these efforts into improved health outcomes in this region. Because rural Appalachia, in particular, faces significant health disparities and a relative lack of health care providers, there is a potential for hospitals to take on an important role in public and preventive health if initial challenges are addressed.
    May 24, 2017   doi: 10.1111/jrh.12246   open full text
  • Rural Medicine Realities: The Impact of Immersion on Urban‐Based Medical Students.
    Allison M. Crump, Karie Jeter, Samantha Mullins, Amber Shadoan, Craig Ziegler, William J. Crump.
    The Journal of Rural Health. May 02, 2017
    Purpose The purpose of our study was to determine what effect a rural‐based 8‐week surgical clerkship during the third year of medical school in a rural setting has on students' opinions about rural living and practice. Methods Thirty‐three third‐year medical students completed a rural health opinion survey at the beginning and end of their 8‐week rural rotation and a survey measuring their interest in rural practice after the rotation. The setting was a rural hospital with an average acute care census of 100 that is a regional referral center for 5 rural counties. Findings Urban campus‐based students had a statistically significant positive change in opinions about rural comfortable living, availability of quality services, community support, and medical resources. The urban campus‐based students also showed a significantly increased interest in small town practice after the rotation. Conclusions Our hypothesis that urban‐based students would report an increased level of rural community support at the end of the rotation was confirmed. These urban‐based students also reported positive opinions about rural living and practice. The students primarily based at the urban campus also showed a statistically significant more positive attitude toward pursuing a career in a small town after the 8‐week experience. This suggests that brief rural immersion experiences may make the larger student pool at an urban campus available to address rural workforce challenges. Future studies at multiple rural sites with a larger sample size are needed to confirm this possibility.
    May 02, 2017   doi: 10.1111/jrh.12244   open full text
  • Trends and Characteristics of Occupational Suicide and Homicide in Farmers and Agriculture Workers, 1992–2010.
    Wendy Ringgenberg, Corinne Peek‐Asa, Kelley Donham, Marizen Ramirez.
    The Journal of Rural Health. May 02, 2017
    Objective We examined work‐related homicides and suicides among farm operators/workers in the United States from 1992 to 2010. Methods Work‐related homicide and suicide cases from 1992 to 2010 were obtained from the Census of Fatal Occupational Injuries. To calculate rates, denominator data on the US working population were also obtained from 2003 to 2010 Current Population Survey. Logistic regression was used to identify factors that were differentially associated with homicide and suicide. Results Over these 19 years, 171 farm operators/workers died from homicide and 230 died from suicide. When compared to rates of all workers, suicide rates were higher while homicide rates were lower among farm operators/workers. Males (OR = 6.1), whites (OR = 4.7), and 35‐ to 54‐year‐old (OR = 2.3) farm operators/workers had increased odds of suicide over homicide compared with their respective counterparts (ie, females, nonwhites, <35‐year‐olds). Those working in smaller farm operations with <11 employees had 1.7 times the odds of suicide over homicide. Conclusions Suicide and homicide are both present in the agricultural industry, with suicide being more common than homicide. Translation of suicide prevention programs should be explored for the agricultural industry.
    May 02, 2017   doi: 10.1111/jrh.12245   open full text
  • Improvements in Colorectal Cancer Incidence Not Experienced by Nonmetropolitan Women: A Population‐Based Study From Utah.
    Brynn Fowler, N. Jewel Samadder, Deanna Kepka, Qian Ding, Lisa Pappas, Anne C. Kirchhoff.
    The Journal of Rural Health. April 20, 2017
    Purpose Little is known about disparities in colorectal cancer (CRC) incidence and mortality by community‐level factors such as metropolitan status. Methods This analysis utilized data from the Surveillance, Epidemiology, and End Results (SEER) program from Utah. We included patients diagnosed with CRC from 1991 to 2010. To determine whether associations existed between metropolitan/nonmetropolitan county of residence and CRC incidence, Poisson regression models were used. CRC mortality was assessed using multivariable Cox regression models. Findings CRC incidence rates did not differ between metropolitan and nonmetropolitan counties by gender (males: 46.2 per 100,000 vs 45.1 per 100,000, P = .87; females: 34.4 per 100,000 vs 36.1 per 100,000, P = .70). However, CRC incidence between the years of 2006 and 2010 in nonmetropolitan counties was significantly higher in females (metropolitan: 30.4 vs nonmetropolitan: 37.0 per 100,000, P = .002). As compared to metropolitan counties, the incidence of unstaged CRC in nonmetropolitan counties was significantly higher in both males (1.7 vs 2.8 per 100,000, P = .003) and females (1.4 vs 1.6 per 100,000, P = .002). Among patients who were diagnosed between 2006 and 2010, metropolitan counties were found to have significantly increased survival among males and females, but nonmetropolitan counties showed increased survival only for males. Conclusions While we observed a decreasing incidence of CRC among men and women in Utah, this effect was not seen in women in nonmetropolitan areas nor among those with unstaged disease. Further studies should evaluate factors that may account for these differences. This analysis can inform interventions with a focus on women in nonmetropolitan areas.
    April 20, 2017   doi: 10.1111/jrh.12242   open full text
  • Availability of Long‐Acting Reversible Contraception in Kansas Health Departments.
    Tawana Evans, Megha Ramaswamy, Catherine L. Satterwhite.
    The Journal of Rural Health. April 11, 2017
    Purpose Unintended pregnancy persists as a public health problem in the United States. Local health departments (LHDs) could play an important role in preventing unintended pregnancy by promoting and providing long‐acting reversible contraception (LARC, intrauterine devices [IUDs] and implants), particularly in rural states that may lack robust family planning service infrastructure. The objective of this study was to determine availability of LARC in LHDs in Kansas. Methods From October 2015 to January 2016, LHD administrators in Kansas were contacted to participate in a structured, cross‐sectional phone survey assessing LARC availability, staff trained to place LARC, the process for obtaining LARC, and barriers to offering LARC. The main outcome measure was the proportion of Kansas LHDs offering LARC. Findings Of 101 eligible LHDs, staff from 98 agreed to be interviewed (97.0%). Of 69.4% providing family planning services, 20.6% provided LARC (20.6% provided IUDs, 11.8% provided implants and IUDs, and none provided implants only). Overall, only 29.4% of LHDs reported discussing contraception routinely regardless of reason for visit. Rural health departments were less likely to offer testing for sexually transmitted infections and LARCs and less likely to have trained staff on site to insert LARCs when compared to nonrural LHDs. Conclusions LARC methods are not commonly available in Kansas LHDs. Small LHDs in a rural state like Kansas could benefit from increased capacity to provide LARC to populations with limited access to health care. An increase in funding to prevent unintended pregnancy through expanded LARC access could result in substantial state savings and lead to fewer unintended pregnancies.
    April 11, 2017   doi: 10.1111/jrh.12243   open full text
  • Access to Transportation and Health Care Visits for Medicaid Enrollees With Diabetes.
    Leela V. Thomas, Kenneth R. Wedel, Jan E. Christopher.
    The Journal of Rural Health. March 28, 2017
    Purpose Diabetes is a chronic condition that requires frequent health care visits for its management. Individuals without nonemergency medical transportation often miss appointments and do not receive optimal care. This study aims to evaluate the association between Medicaid‐provided nonemergency medical transportation and diabetes care visits. Methods A retrospective analysis was conducted of demographic and claims data obtained from the Oklahoma Medicaid program. Participants consisted of Medicaid enrollees with diabetes who made at least 1 visit for diabetes care in a year. The sample was predominantly female and white, with an average age of 46.38 years. Two zero‐truncated Poisson regression models were estimated to assess the independent effect of transportation use on number of diabetes care visits. Findings Use of nonemergency medical transportation is a significant predictor of diabetes care visits. Zero‐truncated Poisson regression coefficients showed a positive association between the use of transportation and number of visits (0.6563, P < .001). Age, gender, race/ethnicity, area of residence, and presence of additional chronic conditions had independent associations with number of visits. Older enrollees were likely to make more visits than younger enrollees with diabetes (0.02382); controlling for all other factors in the model, rural residents made more visits than urban; women made fewer visits than men (‐0.09312; P < .001); and minorities made fewer visits than whites, with pronounced differences for Hispanics and Asians compared to whites. Conclusions Findings underscore the importance of ensuring transportation to Medicaid populations with diabetes, particularly in the rural areas where the prevalence of diabetes and complications are higher and the availability of medical resources lower than in the urban areas.
    March 28, 2017   doi: 10.1111/jrh.12239   open full text
  • Community Paramedicine Applied in a Rural Community.
    Kevin J. Bennett, Matt W. Yuen, Melinda A. Merrell.
    The Journal of Rural Health. March 23, 2017
    Research Objective Abbeville County Emergency Management Services (ACEMS) began a community paramedicine (CP) program to utilize trained paramedics to serve patients who frequently use the emergency department (ED) and have 1 or more of the following diagnoses: hypertension, diabetes, chronic heart failure, asthma, and chronic obstructive pulmonary disease. The objective of this study was to determine if the CP program reduced ED visits in Abbeville while improving patient outcomes. Design A pre/posttest with a comparison group study design was used to evaluate the CP program. The study population had 193 patients (68 enrollees and 125 comparisons) who resided in Abbeville County, South Carolina. Frequent users of the ED were recruited and enrolled in the program by Abbeville Area Medical Center (AAMC) staff starting in October 2013. Records from both AAMC and ACEMS were examined to determine the impact of the CP program. Results Hypertensive patients decreased an average of 7.2 mmHg (P < .0001) in systolic blood pressure and 4.0 mmHg (p < .0001) in diastolic blood pressure. Diabetic patients decreased blood glucose by an average of 33.7 mmol/L (p = .0013). Following enrollment into the program, CP participants decreased ED visits by 58.7% and inpatient visits by 68.8%. Conversely, the comparison group increased ED visits by 4.0% and inpatient visits by 187.5%. Conclusions The CP program demonstrated a meaningful difference in the health of participants while reducing their health care utilization. CP patients reduced their ED and inpatient use, required less intensive care, had better health outcomes, and reduced health expenses to the community.
    March 23, 2017   doi: 10.1111/jrh.12233   open full text
  • Rural Hospital Employment of Physicians and Use of Cesareans and Nonindicated Labor Induction.
    Shailendra Prasad, Peiyin Hung, Carrie Henning‐Smith, Michelle Casey, Katy Kozhimannil.
    The Journal of Rural Health. March 20, 2017
    Objective Workforce issues constrain obstetric care services in rural US hospitals, and one strategy hospitals use is to employ physicians to provide obstetric care. However, little is known about the relationship between hospital employment of maternity care physicians and use of obstetric care procedures in rural hospitals. We examined the association between obstetric physician employment and use of cesareans and nonindicated labor induction. Study Design We conducted a cross‐sectional analysis of a telephone survey of all 306 rural hospitals providing obstetric care in 9 states from November 2013 to March 2014 and linked the survey data (N = 263, 86% response rate) to all‐payer childbirth data on maternity care utilization from 2013 Statewide Inpatient Database (SID) hospital discharge data. Methods Using logistic regression models, we assessed the proportion of a hospital's maternity care physicians employed by the hospital and estimated its association with utilization of low‐risk and nonindicated cesareans, and nonindicated labor induction. Results Rural hospitals that employed family physicians but not obstetricians had lower cesarean rates among low‐risk pregnancies. Rural hospitals that employed only obstetricians did not show a relationship between employment and procedure utilization. Across hospitals with both obstetricians and family physicians, a 10% higher proportion of obstetricians employed was associated with 4.6% higher low‐risk cesarean rates (4.6% [0.7%‐8.4%]), while no significant relationship was found for the proportion of family physicians employed by a hospital. Conclusions In rural US hospitals, associations between physician employment and obstetric procedure use differed by physician mix and the types of physicians employed.
    March 20, 2017   doi: 10.1111/jrh.12240   open full text
  • Educating Physicians for Rural America: Validating Successes and Identifying Remaining Challenges With the Rural Medical Scholars Program.
    John R. Wheat, James D. Leeper, Shannon Murphy, John E. Brandon, James R. Jackson.
    The Journal of Rural Health. March 20, 2017
    Purpose To evaluate the Rural Medical Scholars (RMS) Program's effectiveness to produce rural physicians for Alabama. Methods A nonrandomized intervention study compared RMS (1997‐2002) with control groups in usual medical education (1991‐2002) at the University of Alabama School of Medicine's main and regional campuses. Participants were RMS and others admitted to regular medical education, and the intervention was the RMS Program. Measures assessed the percentage of graduates practicing in rural areas. Odds ratios compared effectiveness of producing rural Alabama physicians. Findings The RMS Program (N = 54), regional campuses (N = 182), and main campus (N = 649) produced 48.1% (odds ratio 6.4, P < .001), 23.8% (odds ratio 2.5, P < .001), and 11.2% (odds ratio 1.0) rural physicians, respectively. Conclusions The RMS Program, contrasted to other local programs of medical education, was effective in producing rural physicians. These results were comparable to benchmark programs in the Northeast and Midwest USA on which the RMS Program was modeled, justifying the assumption that model programs can be replicated in different regions. However, this positive effect was not shared by a disparate rural minority population, suggesting that models for rural medical education must be adjusted to meet the challenge of such communities for physicians.
    March 20, 2017   doi: 10.1111/jrh.12236   open full text
  • Body Mass Index and Rural Status on Self‐Reported Health in Older Adults: 2004‐2013 Medicare Expenditure Panel Survey.
    John A. Batsis, Karen L. Whiteman, Matthew C. Lohman, Emily A. Scherer, Stephen J. Bartels.
    The Journal of Rural Health. March 15, 2017
    Purpose To ascertain whether rural status impacts self‐reported health and whether the effect of rural status on self‐reported health differs by obesity status. Methods We identified 22,307 subjects aged ≥60 from the Medical Expenditure Panel Survey 2004‐2013. Body mass index (BMI) was categorized as underweight, normal, overweight, or obese. Physical and mental component scores of the Short Form‐12 assessed self‐reported health status. Rural/urban status was defined using metropolitan statistical area. Weighted regression models ascertained the relative contribution of predictors (including rural and BMI) on each subscale. Findings Mean age was 70.7 years. Rural settings had higher proportions classified as obese (30.7 vs 27.6%; P < .001), and rural residents had lower physical health status (41.7 ± 0.3) than urban (43.4 ± 0.1; P < .001). Obese or underweight persons had lower physical health status (39.5 ± 0.20 and 37.0 ± 0.82, respectively) than normal (44.7 ± 0.18) or overweight (44.6 ± 0.16) persons (P < .001). BMI category stratification was associated with differences in physical health between rural/urban by BMI. Individuals classified as underweight or obese had lower physical health compared to normal, while the differences were less pronounced for mental health. No differences in mental health existed between rural/urban status. A BMI * rural interaction was significant for physical but not mental health. Conclusions Rural residents report lower self‐reported physical health status compared to urban residents, particularly older adults who are obese or underweight. No interaction was observed between BMI and rural status.
    March 15, 2017   doi: 10.1111/jrh.12237   open full text
  • Rural‐Urban Differences in Access to Preventive Health Care Among Publicly Insured Minnesotans.
    John Loftus, Elizabeth M. Allen, Kathleen Thiede Call, Susan A. Everson‐Rose.
    The Journal of Rural Health. March 14, 2017
    Purpose Reduced access to care and barriers have been shown in rural populations and in publicly insured populations. Barriers limiting health care access in publicly insured populations living in rural areas are not understood. This study investigates rural‐urban differences in system‐, provider‐, and individual‐level barriers and access to preventive care among adults and children enrolled in a public insurance program in Minnesota. Methods This was a secondary analysis of a 2008 statewide, cross‐sectional survey of publicly insured adults and children (n = 4,388) investigating barriers associated with low utilization of preventive care. Sampling was stratified with oversampling of racial/ethnic minorities. Results Rural enrollees were more likely to report no past year preventive care compared to urban enrollees. However, this difference was no longer statistically significant after controlling for demographic and socioeconomic factors (OR: 1.37, 95% CI: 1.00‐1.88). Provider‐ and system‐level barriers associated with low use of preventive care among rural enrollees included discrimination based on public insurance status (OR: 2.26, 95% CI: 1.34‐2.38), cost of care concerns (OR: 1.72, 95% CI: 1.03‐2.89) and uncertainty about care being covered by insurance (OR: 1.70, 95% CI: 1.01‐2.85). These and additional provider‐level barriers were also identified among urban enrollees. Conclusions Discrimination, cost of care, and uncertainty about insurance coverage inhibit access in both the rural and urban samples. These barriers are worthy targets of interventions for publicly insured populations regardless of residence. Future studies should investigate additional factors associated with access disparities based on rural‐urban residence.
    March 14, 2017   doi: 10.1111/jrh.12235   open full text
  • Variation in Networks and Forms of Support for Care‐Seeking Across the HIV Care Continuum in the Rural Southeastern United States.
    Miranda Hill, Amber Huff, Neale Chumbler.
    The Journal of Rural Health. March 14, 2017
    Purpose In spite of progress in understanding the importance of social support for health outcomes in Persons Living with HIV (PLWH), more remains to be known about mechanisms of support most beneficial at each stage of HIV treatment. In this study, we use a qualitative analytic approach to investigate the forms and sources of social support deemed most integral to the diagnosis, care engagement, and medication adherence behaviors of a diverse sample of PLWH in a mostly rural health district in the Southeastern United States. Methods In‐depth interviews (N = 18) were collected during the qualitative phase of a larger mixed methods needs assessment for the Northeast Georgia Health District. A deductive‐inductive analysis of participant narratives revealed variation in the perceived importance of particular forms and sources of social support during the initial versus advanced stages of HIV care. Findings PLWH identified the emotional, informational, and appraisal support provided by family as especially critical for emotional stability, coping, and care linkage during the initial stages of diagnosis and treatment. However, once in care, PLWH emphasized informational and instrumental forms of support from care providers and appraisal support from peers as key influences in care engagement and retention behaviors. Conclusion Increased understanding of the social support mechanisms that contribute to the HIV treatment behaviors of PLWH can fill knowledge gaps in research and inform the efforts of health care providers seeking to leverage various aspects of the social support toward improving the care retention, health, and wellness outcomes of PLWH.
    March 14, 2017   doi: 10.1111/jrh.12238   open full text
  • Medicaid Expansion Under the Affordable Care Act and Insurance Coverage in Rural and Urban Areas.
    Aparna Soni, Michael Hendryx, Kosali Simon.
    The Journal of Rural Health. January 23, 2017
    Purpose To analyze the differential rural‐urban impacts of the Affordable Care Act Medicaid expansion on low‐income childless adults’ health insurance coverage. Methods Using data from the American Community Survey years 2011‐2015, we conducted a difference‐in‐differences regression analysis to test for changes in the probability of low‐income childless adults having insurance in states that expanded Medicaid versus states that did not expand, in rural versus urban areas. Analyses employed survey weights, adjusted for covariates, and included a set of falsification tests as well as sensitivity analyses. Findings Medicaid expansion under the Affordable Care Act increased the probability of Medicaid coverage for targeted populations in rural and urban areas, with a significantly greater increase in rural areas (P < .05), but some of these gains were offset by reductions in individual purchased insurance among rural populations (P < .01). Falsification tests showed that the insurance increases were specific to low‐income childless adults, as expected, and were largely insignificant for other populations. Conclusions The Medicaid expansion increased the probability of having “any insurance” for the pooled urban and rural low‐income populations, and it specifically increased Medicaid coverage more in rural versus urban populations. There was some evidence that the expansion was accompanied by some shifting from individual purchased insurance to Medicaid in rural areas, and there is a need for future work to understand the implications of this shift on expenditures, access to care and utilization.
    January 23, 2017   doi: 10.1111/jrh.12234   open full text
  • The Effects of Hospital Characteristics on Delays in Breast Cancer Diagnosis in Appalachian Communities: A Population‐Based Study.
    Christopher J. Louis, Jonathan R. Clark, Marianne M. Hillemeier, Fabian Camacho, Nengliang Yao, Roger T. Anderson.
    The Journal of Rural Health. January 19, 2017
    Purpose Despite being generally accepted that delays in diagnosing breast cancer are of prognostic and psychological concern, the influence of hospital characteristics on such delays remains poorly understood, especially in rural and underserved areas. However, hospital characteristics have been tied to greater efficiency and warrant further investigation as they may have implications for breast cancer care in these areas. Methods Study data were derived from the Kentucky, North Carolina, Ohio, and Pennsylvania state central cancer registries (2006‐2008). We then linked Medicare enrollment files and claims data (2005‐2009), the Area Resource File (2006‐2008), and the American Hospital Association Annual Survey of Hospitals (2007) to create an integrated data set. Hierarchical linear modeling was used to regress the natural log of breast cancer diagnosis delay on a number of hospital‐level, demographic, and clinical characteristics. Findings The baseline study sample consisted of 4,547 breast cancer patients enrolled in Medicare that lived in Appalachian counties at the time of diagnosis. We found that hospitals with for‐profit ownership (P < .01) had shorter diagnosis delays than their counterparts. Estimates for comprehensive oncology services, system membership and size were not statistically significant at conventional levels. Conclusions Some structural characteristics of hospitals (eg, for‐profit ownership) in the Appalachian region are associated with having shorter delays in diagnosing breast cancer. Researchers and practitioners must go beyond examining patient‐level demographic and tumor characteristics to better understand the drivers of timely cancer diagnosis, especially in rural and underserved areas.
    January 19, 2017   doi: 10.1111/jrh.12226   open full text
  • Task‐Sharing Approaches to Improve Mental Health Care in Rural and Other Low‐Resource Settings: A Systematic Review.
    Theresa J. Hoeft, John C. Fortney, Vikram Patel, Jürgen Unützer.
    The Journal of Rural Health. January 13, 2017
    Purpose Rural areas persistently face a shortage of mental health specialists. Task shifting, or task sharing, is an approach in global mental health that may help address unmet mental health needs in rural and other low‐resource areas. This review focuses on task‐shifting approaches and highlights future directions for research in this area. Methods Systematic review on task sharing of mental health care in rural areas of high‐income countries included: (1) PubMed, (2) gray literature for innovations not yet published in peer‐reviewed journals, and (3) outreach to experts for additional articles. We included English language articles published before August 31, 2013, on interventions sharing mental health care tasks across a team in rural settings. We excluded literature: (1) from low‐ and middle‐income countries, (2) involving direct transfer of care to another provider, and (3) describing clinical guidelines and shared decision‐making tools. Findings The review identified approaches to task sharing focused mainly on community health workers and primary care providers. Technology was identified as a way to leverage mental health specialists to support care across settings both within primary care and out in the community. The review also highlighted how provider education, supervision, and partnerships with local communities can support task sharing. Challenges, such as confidentiality, are often not addressed in the literature. Conclusions Approaches to task sharing may improve reach and effectiveness of mental health care in rural and other low‐resource settings, though important questions remain. We recommend promising research directions to address these questions.
    January 13, 2017   doi: 10.1111/jrh.12229   open full text
  • Differences in Access to and Use of Electronic Personal Health Information Between Rural and Urban Residents in the United States.
    Alexandra J. Greenberg, Danielle Haney, Kelly D. Blake, Richard P. Moser, Bradford W. Hesse.
    The Journal of Rural Health. January 11, 2017
    Purpose The increase in use of health information technologies (HIT) presents new opportunities for patient engagement and self‐management. Patients in rural areas stand to benefit especially from increased access to health care tools and electronic communication with providers. We assessed the adoption of 4 HIT tools over time by rural or urban residency. Methods Analyses were conducted using data from 7 iterations of the National Cancer Institute's Health Information National Trends Survey (HINTS; 2003‐2014). Rural/urban residency was based on the USDA's 2003 Rural‐Urban Continuum Codes. Outcomes of interest included managing personal health information online; whether providers maintain electronic health records (EHRs); e‐mailing health care providers; and purchasing medicine online. Bivariate analyses and logistic regression were used to assess relationships between geography and outcomes, controlling for sociodemographic characteristics. Findings In total, 6,043 (17.6%, weighted) of the 33,749 respondents across the 7 administrations of HINTS lived in rural areas. Rural participants were less likely to report regular access to Internet (OR = 0.70, 95% CI = 0.61‐0.80). Rural respondents were neither more nor less likely to report that their health care providers maintained EHRs than were urban respondents; however, they had decreased odds of managing personal health information online (OR = 0.59, 95% CI = 0.40‐0.78) and e‐mailing health care providers (OR = 0.62, 95% CI = 0.49‐0.77). Conclusions The digital divide between rural and urban residents extends to HIT. Additional investigation is needed to determine whether the decreased use of HIT may be due to lack of Internet connectivity or awareness of these tools.
    January 11, 2017   doi: 10.1111/jrh.12228   open full text
  • Quality of Colonoscopy Performed in Rural Practice: Experience From the Clinical Outcomes Research Initiative and the Oregon Rural Practice‐Based Research Network.
    Jennifer L. Holub, Cynthia Morris, Lyle J. Fagnan, Judith R. Logan, LeAnn C. Michaels, David A. Lieberman.
    The Journal of Rural Health. January 03, 2017
    Purpose Colon cancer screening is effective. To complete screening in 80% of individuals over age 50 years by 2018 will require adequate colonoscopy capacity throughout the country, including rural areas, where colonoscopy providers may have less specialized training. Our aim was to study the quality of colonoscopy in rural settings. Methods The Clinical Outcomes Research Initiative (CORI) and the Oregon Rural Practice‐based Research Network (ORPRN) collaborated to recruit Oregon rural practices to submit colonoscopy reports to CORI's National Endoscopic Database (NED). Ten ORPRN sites were compared to non‐ORPRN rural (n = 11) and nonrural (n = 43) sites between January 2009 and October 2011. Established colonoscopy quality measures were calculated for all sites. Results No ORPRN physicians were gastroenterologists compared with 82% of nonrural physicians. ORPRN practices reached the cecum in 87.4% of exams compared with 89.3% of rural sites (P = .0002) and 90.9% of nonrural sites (P < .0001). Resected polyps were less likely to be retrieved (84.7% vs 91.6%; P < .0001) and sent to pathology (77.1% vs 91.3%; P < .0001) at ORPRN practices compared to nonrural sites. The overall polyp detection (39.0% vs 40.3%) was similar (P = .217) between ORPRN and nonrural practices. Of exams with polyps, the rate for largest polyp on exam 6‐9 mm was 20.8% at ORPRN sites, compared to 26.8% at nonrural sites (P < .0001), and for polyps >9mm 16.6% vs 18.7% (P = .106). Conclusion ORPRN sites performed well on most colonoscopy quality measures, suggesting that high‐quality colonoscopy can be performed in rural settings.
    January 03, 2017   doi: 10.1111/jrh.12231   open full text
  • Support and Sabotage: A Qualitative Study of Social Influences on Health Behaviors Among Rural Adults.
    Urshila Sriram, Emily H. Morgan, Meredith L. Graham, Sara C. Folta, Rebecca A. Seguin.
    The Journal of Rural Health. January 03, 2017
    Purpose Social environments exert an important influence on health behaviors, yet evidence from rural‐specific contexts is limited. This study explored how social relationships influence health‐related behaviors among midlife and older rural adults at increased risk of chronic disease. Methods Seventeen focus groups were conducted with 125 sedentary, overweight/obese adults (aged 40‐91 years) residing in “medically underserved” rural Montana towns in 2014. Groups were stratified by age (40‐64 and ≥65) and gender. Transcripts were examined thematically using NVivo software according to social influences on diet, physical activity, and tobacco use. Analyses were conducted in 2015‐2016. Results Attitudes and actions of family members and friends were key influences on health behaviors, in both health‐promoting and health‐damaging ways. In these small, isolated communities, support from and accountability to family and friends were common facilitators of behavior change and maintenance. However, expectations to conform to social norms and traditional gender roles (eg, caregiving duties) often hindered healthy lifestyle changes. Conclusions These findings suggest that health behavior interventions targeting adults in rural settings need to consider and, if possible, integrate strategies to address the impact of social relationships in both supporting and sabotaging behavior change and maintenance.
    January 03, 2017   doi: 10.1111/jrh.12232   open full text
  • Does Travel Time to a Radiation Facility Impact Patient Decision‐Making Regarding Treatment for Prostate Cancer? A Study of the New Hampshire State Cancer Registry.
    Fady Ghali, Maria Celaya, Michael Laviolette, Johann Ingimarsson, Heather Carlos, Judy Rees, Elias Hyams.
    The Journal of Rural Health. November 11, 2016
    Purpose We sought to determine whether further distance from a radiation center is associated with lower utilization of external beam radiation therapy (XRT). Methods We retrospectively identified patients with a new diagnosis of localized prostate cancer (CaP) within the New Hampshire State Cancer Registry from 2004 to 2011. Patients were categorized by age, D'Amico risk category, year of treatment, marital status, season of diagnosis, urban/rural residence, and driving time to the nearest radiation facility. Treatment decisions were stratified into those requiring multiple trips (XRT) or a single trip (surgery or brachytherapy). Multivariable regression analysis was performed. Results A total of 4,731 patients underwent treatment for newly diagnosed CaP during the study period, including 1,575 multitrip (XRT) and 3,156 single‐trip treatments. Of these, 87.6% lived within a 30‐minute drive to a radiation facility. In multivariable analysis, time to the nearest radiation facility was not associated with treatment decisions (P = .26). However, higher risk category, older age, married status, and winter diagnosis were associated with XRT (P < .05). More recent year of diagnosis and urban residence were associated with single‐trip therapy (primarily surgery) (P < .05). There was a significant interaction between travel time and season of diagnosis (P = .03), as well as a marginally significant interaction with urban/rural status (P = .07). Conclusion Overall, further travel time to a radiation facility was not associated with lower utilization of XRT. These data are encouraging regarding access to care for CaP in New Hampshire.
    November 11, 2016   doi: 10.1111/jrh.12224   open full text
  • Impact of Travel Distance and Urban‐Rural Status on the Multidisciplinary Management of Rectal Cancer.
    Jonathan M. Loree, Khodadad R. Javaheri, Shilo V. Lefresne, Caroline H. Speers, Jenny Y. Ruan, Jennifer T. Chang, Carl J. Brown, Hagen F. Kennecke, Robert A. Olson, Winson Y. Cheung.
    The Journal of Rural Health. October 07, 2016
    Objectives Optimal treatment of rectal cancer (RC) requires multidisciplinary care. We examined whether distance to treatment center or community size impacts access to multimodality care and population‐based outcomes in RC. Methods Patients diagnosed with stage II/III RC from 1999 to 2009 and treated at 1 of 6 regional cancer centers in British Columbia were reviewed. Distance to treatment center was determined for each patient. Communities were classified as rural, small, medium, and large population centers. Logistic and Cox regression models assessed associations of distance and community size with treatment received as well as cancer‐specific (CSS) and overall survival (OS). Results Of 3,158 patients, 93.6% underwent surgery, 86.3% received radiotherapy, and 51.3% were treated with adjuvant chemotherapy (AC). Median time from diagnosis to oncologic consultation was longer for those >100 km from a treatment center or residing in medium/rural communities. Logistic regression demonstrated no correlation between distance or community size and receipt of treatment modality. Univariate analysis showed similar CSS (P = .18, .88) and OS (P = .36, .47) based on community size and distance, respectively. In multivariate analysis, distance >100 km had inferior CSS (Hazard Ratio [HR] 1.39, 95% CI: 1.03‐1.88; P = .031). There was no consistent trend between decreasing community size and outcomes; however, living in a small center was associated with improved OS (HR 0.58, 95% CI: 0.38‐0.88; P = .011) and CSS (HR 0.42, 95% CI: 0.25‐0.70; P = .001). Conclusions In this population‐based study, there were no urban‐rural differences in access to multidisciplinary care, but increased distance may be associated with worse cancer‐specific outcomes.
    October 07, 2016   doi: 10.1111/jrh.12219   open full text
  • Utilization of Mental Health Services by Veterans Living in Rural Areas.
    Judith Teich, Mir M. Ali, Sean Lynch, Ryan Mutter.
    The Journal of Rural Health. October 04, 2016
    Purpose There is concern that veterans living in rural areas may not be receiving the mental health (MH) treatment they need. This study uses recent national survey data to examine the utilization of MH treatment among military veterans with a MH condition living in rural areas, providing comparisons with estimates of veterans living in urban areas. Methods Multivariable logistic regression is utilized to examine differences in MH service use by urban/rural residence, controlling for other factors. Rates of utilization of inpatient and outpatient treatment, psychotropic medication, any MH treatment, and perceived unmet need for MH care are examined. Findings There were significant differences in MH treatment utilization among veterans by rural/urban residence. Multivariate estimates indicate that compared to veterans with a MH condition living in urban areas, veterans in rural areas had 70% lower odds of receiving any MH treatment. Veterans with a MH condition in rural areas have approximately 52% and 64% lower odds of receiving outpatient treatment and prescription medications, respectively, compared to those living in urban areas. Differences in perceived unmet need for mental health treatment were not statistically significant. Conclusions While research indicates that recent efforts to improve MH service delivery have resulted in improved access to services, this study found that veterans’ rates of MH treatment are lower in rural areas, compared to urban areas. Continued efforts to support the provision of behavioral health services to rural veterans are needed. Telemedicine, using rural providers to their maximum potential, and engagement with community stakeholder groups are promising approaches.
    October 04, 2016   doi: 10.1111/jrh.12221   open full text
  • Rural Bypass of Critical Access Hospitals in Iowa: Do Visiting Surgical Specialists Make a Difference?
    Paula A.M. Weigel, Fred Ullrich, Marcia M. Ward.
    The Journal of Rural Health. September 28, 2016
    Purpose Rural bypass for elective surgical procedures is a challenge for critical access hospitals, yet there are opportunities for rural hospitals to improve local retention of surgical candidates through alternative approaches to developing surgery lines of business. In this study we examine the effect of visiting surgical specialists on the odds of rural bypass. Methods Discharge data from the 2011 State Inpatient Databases and State Ambulatory Surgery Databases for Iowa were linked to outreach data from the Office of Statewide Clinical Education Programs and Iowa Physician Information System to model the effect of surgeon specialist supply on rural patients’ decision to bypass rural critical access hospitals. Findings Patients in rural communities with a local general surgeon were more likely to be retained in a community than to bypass. Those in communities with visiting general surgeons were more likely to bypass, as were those in communities with visiting urologists and obstetricians. Patients in communities with visiting ophthalmologists and orthopedic surgeons were at higher odds of being retained for their elective surgeries. Conclusion In addition to known patient and local hospital factors that have an influence on bypass behavior among rural patients seeking elective surgery, availability of surgeon specialists also plays an important role in whether patients bypass or not. Visiting ophthalmologists and orthopedic surgeons were associated with less bypass, as was having local general surgeons. Visiting general surgeons, urologists, and obstetricians were associated with greater odds of bypass.
    September 28, 2016   doi: 10.1111/jrh.12220   open full text
  • Current State of Child Health in Rural America: How Context Shapes Children's Health.
    Janice C. Probst, Judith C. Barker, Alexandra Enders, Paula Gardiner.
    The Journal of Rural Health. September 28, 2016
    Purpose Children's health is influenced by the context in which they live. We provide a descriptive essay on the status of children in rural America to highlight features of the rural environment that may affect health. Description We compiled information concerning components of the rural environment that may contribute to health outcomes. Areas addressed include the economic characteristics, provider availability, uniquely rural health risks, health services use, and health outcomes among rural children. Assessment Nearly 12 million children live in the rural United States. Rural counties are economically disadvantaged, leading to higher rates of poverty among rural versus urban children. Rural and urban children are approximately equally likely to be insured, but Medicaid insures a higher proportion of children in rural areas. While generally similar in health, rural children are more likely to be overweight or obese than urban children. Rural parents are less likely to report that their children received preventive medical or oral health visits than urban parents. Rural children are more likely to die than their urban peers, largely due to unintentional injury. Conclusion Improving rural children's health will require both increased public health surveillance and research that creates solutions appropriate for rural environments, where health care professionals may be in short supply. Most importantly, solutions must be multisectoral, engaging education, economic development, and other community perspectives as well as health care.
    September 28, 2016   doi: 10.1111/jrh.12222   open full text
  • Differences in Selected HIV Care Continuum Outcomes Among People Residing in Rural, Urban, and Metropolitan Areas—28 US Jurisdictions.
    John A. Nelson, Anna Kinder, Anna Satcher Johnson, H. Irene Hall, Xiaohong Hu, Donna Sweet, Alyssa Guido, Harold Katner, Jennifer Janelle, Maribel Gonzalez, Natalia Martínez Paz, Charlotte Ledonne, Jason Henry, Theresa Bramel, Jeanne Harris.
    The Journal of Rural Health. September 13, 2016
    Purpose The HIV care continuum is used to monitor success in HIV diagnosis and treatment among persons living with HIV in the United States. Significant differences exist along the HIV care continuum between subpopulations of people living with HIV; however, differences that may exist between residents of rural and nonrural areas have not been reported. Methods We analyzed the Centers for Disease Control and Prevention's National HIV Surveillance System data on adults and adolescents (≥13 years) with HIV diagnosed in 28 jurisdictions with complete reporting of HIV‐related lab results. Lab data were used to assess linkage to care (≥1 CD4 or viral load test ≤3 months of diagnosis), retention in care (≥2 CD4 and/or viral load tests ≥3 months apart), and viral suppression (viral load <200 copies/mL) among persons living with HIV. Residence at diagnosis was grouped into rural (<50,000 population), urban (50,000‐499,999 population), and metropolitan (≥500,000 population) categories for statistical comparison. Prevalence ratios and 95% CI were calculated to assess significant differences in linkage, retention, and viral suppression. Findings Although greater linkage to care was found for rural residents (84.3%) compared to urban residents (83.3%) and metropolitan residents (81.9%), significantly lower levels of retention in care and viral suppression were found for residents of rural (46.2% and 50.0%, respectively) and urban (50.2% and 47.2%) areas compared to residents of metropolitan areas (54.5% and 50.8%). Conclusions Interventions are needed to increase retention in care and viral suppression among people with HIV in nonmetropolitan areas of the United States.
    September 13, 2016   doi: 10.1111/jrh.12208   open full text
  • The Rural PILL Program: A Postdischarge Telepharmacy Intervention for Rural Veterans.
    Katherine E. Rebello, Jeffrey Gosian, Marci Salow, Pamela Sweeney, James L. Rudolph, Jane A. Driver.
    The Journal of Rural Health. September 08, 2016
    Purpose To evaluate the efficacy of the Rural Pharmacological Intervention in Late Life (PILL) program, a quality improvement initiative in which a Boston‐based pharmacist provided postdischarge telepharmacy care to veterans from rural Maine. Methods Using an automated screening tool, we identified 100 veterans aged 65 and older who had an acute care admission to VA medical centers in Boston or Maine and were at risk of problems with medication management. The PILL pharmacist called patients the week after hospital discharge to reconcile medications, assess adherence, and identify potentially inappropriate drugs. The pharmacist worked with each veteran's family and providers to resolve problems and increase support. To determine whether the intervention decreased acute care admissions, rehospitalizations, or deaths, we matched 1 unique control to each PILL patient by age, hospital location, length of stay, admitting service, and reason for admission. Logistic regression was performed to determine the OR and 95% CI of the outcomes. Results Patients were discharged on an average of 16 medications and with 4.4 medication changes. Overall, 61% of patients had clerical errors in the discharge summary, and potential clinical concerns were identified in over 75%. Veterans who received the intervention were 70% less likely than controls to have an acute care visit at 30 days postdischarge (7 vs 20 patients; OR = 0.30; 95% CI: 0.12‐0.75). There was no difference in rates of hospital readmission or mortality. Conclusion This pharmacist‐led phone‐based program was effective in decreasing acute care utilization within 30 days after hospital discharge.
    September 08, 2016   doi: 10.1111/jrh.12212   open full text
  • Cancer Disparities in Rural Appalachia: Incidence, Early Detection, and Survivorship.
    Nengliang Yao, Héctor E. Alcalá, Roger Anderson, Rajesh Balkrishnan.
    The Journal of Rural Health. September 07, 2016
    Purpose To document cancer‐related health disparities in Appalachia. Methods The current study investigated disparities in cancer incidence, mortality, and staging between rural Appalachians and those living outside of rural Appalachia. To accomplish this, mortality data for the United States from 1969 to 2011 were obtained from the National Center for Health Statistics (NCHS) using SEER*Stat. These data were used to compare trends in mortality between rural Appalachians, urban Appalachians, rural non‐Appalachians, and urban non‐Appalachians. Cancer incidence trends, staging, and survivorship data were compared across regions using the SEER‐18 Program, which represented 28% of the US population and includes 2 Appalachian states: Georgia and Kentucky. Results Cancer mortality rates declined in all regions, but disparities remained such that rural Appalachia has the highest incidence, while urban non‐Appalachia has the lowest. In all but 1 state, rural Appalachians had higher cancer mortality rates than urban non‐Appalachians. Cancer incidence declined for all regions except rural Appalachia. Rural Appalachians had lower rates of early stage breast cancer diagnoses than their urban non‐Appalachian counterparts. Finally, rural Appalachians had lower 3‐ and 5‐year survival rates than their urban non‐Appalachian counterparts. Conclusions Rural Appalachians are faced with poorer cancer‐related health outcomes across the continuum of cancer care. A systematic effort is needed to reduce the burden of cancer for rural Appalachia. Additional research should explore reasons for the disparities that were observed.
    September 07, 2016   doi: 10.1111/jrh.12213   open full text
  • Temporal Trends in Geographic and Sociodemographic Disparities in Colorectal Cancer Among Medicare Patients, 1973‐2010.
    Peter S. Liang, Jonathan D. Mayer, Jon Wakefield, Cynthia W. Ko.
    The Journal of Rural Health. August 31, 2016
    Purpose Colorectal cancer (CRC) incidence and mortality in the United States have steadily declined since the 1980s, but racial and socioeconomic disparities remain. The influence of geographic factors is poorly understood and may be affected by evolving insurance coverage and screening test uptake. We characterized temporal trends in the association between geographic and sociodemographic factors and CRC outcomes. Methods We used the 1973‐2010 SEER‐Medicare files to identify patients aged ≥65 years with and without CRC. Beneficiary residential ZIP codes were used to extract local‐level data. We constructed multivariable logistic regression models for CRC incidence and mortality using geographic and sociodemographic variables in 4 time periods: (1) 1973‐1997; (2) 1998‐2001; (3) 2002‐2006; and (4) 2007‐2010. Findings We analyzed 1,093,758 records, including 336,321 CRC cases. Compared to urban residence, small rural residence was strongly associated with increased CRC incidence (OR 1.50, 95% CI: 1.43‐1.57) and mortality (OR 1.35, 95% CI: 1.26‐1.45) in 1973‐1997, but the associations diminished by 2007‐2010 (OR 1.09, 95% CI: 1.04‐1.15 for incidence; OR 1.10, 95% CI: 1.01‐1.20 for mortality). The disparity between blacks and whites increased over time for both incidence (OR 1.09, 95% CI: 1.05‐1.13 in 1973‐1997 vs OR 1.32, 95% CI: 1.27‐1.37 in 2007‐2010) and mortality (OR 1.22, 95% CI: 1.16‐1.28 in 1973‐1997 vs OR 1.34, 95% CI: 1.26‐1.42 in 2007‐2010). High socioeconomic status was associated with greater incidence and mortality in 1973‐1997, but it became protective after 1998. Conclusions Although disparities persist among Medicare beneficiaries, the relationship between geographic and sociodemographic factors and CRC incidence and mortality has evolved over time.
    August 31, 2016   doi: 10.1111/jrh.12209   open full text
  • Veteran Use of Health Care Systems in Rural States: Comparing VA and Non‐VA Health Care Use Among Privately Insured Veterans Under Age 65.
    Mary E. Charlton, Michelle A. Mengeling, Jennifer A. Schlichting, Lan Jiang, Carolyn Turvey, Amal N. Trivedi, Kenneth W. Kizer, Alan N. West.
    The Journal of Rural Health. August 25, 2016
    Objective To quantify use of VA and non‐VA care among working‐age veterans with private insurance by linking VA data to private health insurance plan (PHIP) data. Methods Demographics and utilization were compared between dual users of VA and non‐VA systems versus single‐system users for veterans < 65 living in 2 rural Midwestern states concurrently enrolled in VA health care and a PHIP for ≥ 1 complete federal fiscal year from 2000 to 2010. Chi‐square and t‐tests were used for univariate analyses. VA reliance was computed as the percentage of visits, admissions and prescriptions in VA. Multinomial logistic regression was used to compare characteristics by dual use versus non‐VA only or VA only use. Results Of 16,330 eligible veterans, 54% used both VA and non‐VA services, 39% used non‐VA only, and 5% used VA only. Compared with single‐system use, dual use was associated with older age, priority levels 1‐4, service‐connected conditions, rural residence, greater years of study eligibility, and enrollment in the PHIP before VA. VA reliance was 33% for outpatient care, 14% for inpatient, and 40% for pharmacy. PHIP data substantially underestimated VA use compared to VA data; 26% who used VA health care had no VA claims in the PHIP dataset. Conclusions Over half of working‐age veterans enrolled in VA and private insurance used services in both systems. Care coordination efforts across systems should include veterans of all ages, particularly rural veterans more likely to be dual users, and better methods are needed to identify veterans with private insurance and their private providers.
    August 25, 2016   doi: 10.1111/jrh.12206   open full text
  • Mixed‐Methods Study of Uptake of the Extension for Community Health Outcomes (ECHO) Telemedicine Model for Rural Veterans With HIV.
    Jane Moeckli, Kenda R. Stewart, Sarah Ono, Bruce Alexander, Tyler Goss, Marissa Maier, Phyllis C. Tien, M. Bryant Howren, Michael E. Ohl.
    The Journal of Rural Health. August 24, 2016
    Purpose Extension for Community Health Outcomes (ECHO) is a provider‐level telemedicine model successfully applied to hepatitis C care, but little is known about its application to Human Immunodeficiency Virus (HIV) care. We performed a mixed‐methods evaluation of 3 HIV ECHO programs in the Veterans Health Administration, focusing on uptake by primary care clinics and veterans. Methods Administrative data were used to assess program uptake, including adoption (ie, proportion of primary care clinics participating) and reach (ie, proportion of eligible veterans participating). Veterans were considered eligible if they had an HIV diagnosis and lived nearer to a primary care clinic than to the HIV specialty clinic. We interviewed 31 HIV specialists, primary care providers (PCPs), and administrators engaged in HIV ECHO, and we analyzed interview transcripts to identify factors that influenced program adoption and reach. Findings Nine (43%) of 21 primary care clinics adopted HIV ECHO (range 33%‐67% across sites). Program reach was limited, with 47 (6.1%) of 776 eligible veterans participating. Reach was similar among rural and urban veterans (5.3% vs 6.3%). In interviews, limited adoption and reach were attributed partly to: (1) a sense of “HIV exceptionalism” that complicated shifting ownership of care from HIV specialists to PCPs, and (2) low HIV prevalence and long treatment cycles that prevented rapid learning loops for PCPs. Conclusions There was limited uptake of HIV ECHO telemedicine programs in settings where veterans historically traveled to distant specialty clinics. Other telemedicine models should be considered for HIV care.
    August 24, 2016   doi: 10.1111/jrh.12200   open full text
  • Overcoming Barriers to Sustained Engagement in Mental Health Care: Perspectives of Rural Veterans and Providers.
    Ellen P. Fischer, Jean C. McSweeney, Patricia Wright, Ann Cheney, Geoffrey M. Curran, Kathy Henderson, John C. Fortney.
    The Journal of Rural Health. August 24, 2016
    Purpose To better understand the attitudes, beliefs, and values that influence use of mental health care among rural veterans. Methods In‐depth, semistructured interviews were conducted with 25 rural veterans and 11 rural mental health care providers in 4 states. Experienced qualitative interviewers asked participants about the attitudinal factors they thought most influenced rural veterans’ decisions to seek and sustain mental health care. Verbatim transcriptions were analyzed using content analysis and constant comparison. Findings Rural veterans and their mental health care providers reported the same major attitudinal barriers to veterans’ mental health treatment‐seeking. Pre‐eminent among those barriers was the importance rural veterans place on independence and self‐reliance. The centrality of self‐reliance was attributed variously to rural, military, religious, and/or gender‐based belief systems. Stoicism, the stigma associated with mental illness and health care, and a lack of trust in the VA as a caring organization were also frequently mentioned. Perceived need for care and the support of other veterans were critical to overcoming attitudinal barriers to initial treatment‐seeking, whereas critical facilitators of ongoing service use included “warm handoffs” from medical to mental health care providers, perceived respect and caring from providers, as well as provider accessibility and continuity. Conclusions Attitudes and values, like self‐reliance, commonly associated with rural culture may play an important role in underutilization of needed mental health services. System support for peer and provider behaviors that generate trust and demonstrate caring may help overcome attitudinal barriers to treatment‐seeking and sustained engagement in mental health care among rural veterans.
    August 24, 2016   doi: 10.1111/jrh.12203   open full text
  • Health Service Accessibility and Risk in Cervical Cancer Prevention: Comparing Rural Versus Nonrural Residence in New Mexico.
    Yolanda J. McDonald, Daniel W. Goldberg, Isabel C. Scarinci, Philip E. Castle, Jack Cuzick, Michael Robertson, Cosette M. Wheeler.
    The Journal of Rural Health. August 24, 2016
    Purpose Multiple intrapersonal and structural barriers, including geography, may prevent women from engaging in cervical cancer preventive care such as screening, diagnostic colposcopy, and excisional precancer treatment procedures. Geographic accessibility, stratified by rural and nonrural areas, to necessary services across the cervical cancer continuum of preventive care is largely unknown. Methods Health care facility data for New Mexico (2010‐2012) was provided by the New Mexico Human Papillomavirus Pap Registry (NMHPVPR), the first population‐based statewide cervical cancer screening registry in the United States. Travel distance and time between the population‐weighted census tract centroid to the nearest facility providing screening, diagnostic, and excisional treatment services were examined using proximity analysis by rural and nonrural census tracts. Mann‐Whitney test (P < .05) was used to determine if differences were significant and Cohen's r to measure effect. Findings Across all cervical cancer preventive health care services and years, women who resided in rural areas had a significantly greater geographic accessibility burden when compared to nonrural areas (4.4 km vs 2.5 km and 4.9 minutes vs 3.0 minutes for screening; 9.9 km vs 4.2 km and 10.4 minutes vs 4.9 minutes for colposcopy; and 14.8 km vs 6.6 km and 14.4 minutes vs 7.4 minutes for precancer treatment services, all P < .001). Conclusion Improvements in cervical cancer prevention should address the potential benefits of providing the full spectrum of screening, diagnostic and precancer treatment services within individual facilities. Accessibility, assessments distinguishing rural and nonrural areas are essential when monitoring and recommending changes to service infrastructures (eg, mobile versus brick and mortar).
    August 24, 2016   doi: 10.1111/jrh.12202   open full text
  • A Closer Look at Rural‐Urban Health Disparities: Associations Between Obesity and Rurality Vary by Geospatial and Sociodemographic Factors.
    Steven A. Cohen, Sarah K. Cook, Lauren Kelley, Julia D. Foutz, Trisha A. Sando.
    The Journal of Rural Health. August 24, 2016
    Background Obesity affects over one‐third of older adults in the United States. Both aging and obesity contribute to an increased risk for chronic disease, early mortality, and additional health care utilization. Obesity rates are higher in rural areas than in urban areas, although findings are mixed. The objectives of this study are to assess potential nonlinearity in the association between rurality and obesity, and to evaluate the potential for socioeconomic status and geographic area to moderate the associations between rurality and obesity. Methods Using a representative sample of adults aged 65 and above from the Behavioral Risk Factor Surveillance System, obesity (BMI ≥ 30 kg/m2) was modeled against the primary exposure of rural‐urban status, as measured by the Index of Relative Rurality. Binary logistic regression models were used to estimate the odds of obesity by rurality both as a continuous variable and by decile of rurality. Models were then stratified by per‐capita income and state to assess potential moderation by these factors. Results The prevalence of obesity in older adults was highest in intermediate rurality areas (OR in rurality decile #5 1.134, 95% CI: 1.086‐1.184) and lowest in the most rural and most urban areas. Obesity was highest in low‐ and middle‐income areas, regardless of rural‐urban status. In high‐income areas, obesity among older adults was highest in areas of intermediate rurality and lowest in the most rural areas (OR 0.726, 95% CI: 0.606‐0.870) and more urban areas, showing a J‐shaped association. There were substantial differences in the associations between rurality and obesity in older adults among states. Conclusion Associations between rurality and obesity varied by degree of rurality, socioeconomic status, and geography. Therefore, traditional “one‐size‐fits‐all” approaches to reducing rural‐urban health disparities in older adults may be more effective if tailored to the area‐specific rural‐urban gradients in health.
    August 24, 2016   doi: 10.1111/jrh.12207   open full text
  • Health Beliefs and Breast Cancer Screening in Rural Appalachia: An Evaluation of the Health Belief Model.
    Santana D. VanDyke, Madelynn D. Shell.
    The Journal of Rural Health. August 22, 2016
    Purpose This study explored the role of the Health Belief Model in predicting breast cancer screening among women in rural Appalachia. Health beliefs (perceived susceptibility to breast cancer, severity of breast cancer, and benefits and barriers to screening) were used to predict health behavior (mammogram frequency). Method A total of 170 women aged 18‐78 were recruited at a free health clinic in central Appalachia. Women completed surveys that assessed demographic characteristics, mammogram frequency, and perceived susceptibility, severity, and benefits and barriers to mammography. Findings Consistent with expectations, women with objectively elevated risks for breast cancer (history of abnormal mammograms or family history of breast cancer) perceived themselves to be at higher risk for breast cancer, and those with a history of abnormal mammograms were more likely to receive mammograms regularly. In addition, older women expected their prognosis to be marginally poorer following a diagnosis, perceived greater benefits and fewer barriers to mammography, and were significantly more likely to receive mammograms regularly. Consistent with the Health Belief Model, fewer perceived barriers to mammography predicted greater mammogram frequency. However, the model was not fully supported because perceived susceptibility, severity, and benefits to mammography did not predict mammogram frequency. Conclusions Results highlight the importance of reducing real and perceived barriers to screening in order to improve mammography rates among rural populations.
    August 22, 2016   doi: 10.1111/jrh.12204   open full text
  • Older Rural‐ and Urban‐Dwelling Appalachian Adults With Mild Cognitive Impairment.
    Meghan K. Mattos, Beth E. Snitz, Jennifer H. Lingler, Lora E. Burke, Lorraine M. Novosel, Susan M. Sereika.
    The Journal of Rural Health. August 10, 2016
    Purpose Mild cognitive impairment (MCI) is a well‐recognized risk state for Alzheimer's disease and other dementias. MCI is rapidly increasing among older adults in general and has not yet been examined in older adults within the Appalachian region. Our objective was to compare MCI symptom severity among older rural and urban Appalachian adults with MCI at an initial neuropsychological testing visit. Methods A cross‐sectional, descriptive study of older Appalachian adults with MCI was conducted using data from the National Alzheimer's Coordinating Center Uniform Data Set. Symptom severity was conceptualized as neuropsychological composite scores across 4 cognitive domains and Clinical Dementia Rating‐Sum of Boxes (CDR‐SOB) score. For group comparisons, MANCOVA was used for cognitive domains and ANCOVA for CDR‐SOB. Results The sample (N = 289) was about half male (54.3%), predominantly white (91.7%), and living with others (83.5%), with a mean (±SD) 74.6 ± 6.2 years of age and 15.4 ± 3.0 years of education. Rural and urban groups differed significantly in years since onset of cognitive symptoms (2.98 ± 1.91 in rural and 3.89 ± 2.70 in urban adults, t[260] = –2.23, P = .03), but they did not differ across sociodemographic features or comorbid conditions. Rural and urban participants were similar across the 4 cognitive domains and CDR‐SOB (P ≥ .05). Discussion No differences were found between rural and urban Appalachian residents on MCI symptom severity. However, urban residents reported a longer time lapse from symptom identification to diagnosis than their rural counterparts. Future studies using more representative population samples of Appalachian and non‐Appalachian adults will provide an important next step to identifying disparate cognitive health outcomes in this traditionally underserved region.
    August 10, 2016   doi: 10.1111/jrh.12189   open full text
  • Pre‐Implementation Strategies to Adapt and Implement a Veteran Peer Coaching Intervention to Improve Mental Health Treatment Engagement Among Rural Veterans.
    Christopher J. Koenig, Traci Abraham, Kara A. Zamora, Coleen Hill, P. Adam Kelly, Madeline Uddo, Michelle Hamilton, Jeffrey M. Pyne, Karen H. Seal.
    The Journal of Rural Health. August 10, 2016
    Purpose Telephone motivational coaching has been shown to increase urban veteran mental health treatment initiation. However, no studies have tested telephone motivational coaching delivered by veteran peers to facilitate mental health treatment initiation and engagement. This study describes pre‐implementation strategies with 8 Veterans Affairs (VA) community‐based outpatient clinics in the West and Mid‐South United States to adapt and implement a multisite pragmatic randomized controlled trial of telephone peer motivational coaching for rural veterans. Methods We used 2 pre‐implementation strategies, Formative Evaluation (FE) research and Evidence‐Based Quality Improvement (EBQI) meetings to adapt the intervention to stakeholders’ needs and cultural contexts. FE data were qualitative, semi‐structured interviews with rural veterans and VA clinic staff. Results were rapidly analyzed and presented to stakeholders during EBQI meetings to optimize the intervention implementation. Findings FE research results showed that VA clinic providers felt overwhelmed by veterans’ mental health needs and acknowledged limited mental health services at VA clinics. Rural veteran interviews indicated geographical, logistical, and cultural barriers to VA mental health treatment initiation and a preference for self‐care to cope with mental health symptoms. EBQI meetings resulted in several intervention adaptations, including veteran study recruitment, peer veteran coach training, and an expanded definition of mental health care outcomes. Conclusions As the VA moves to cultivate community partnerships in order to personalize and expand access to care for rural veterans, pre‐implementation processes with engaged stakeholders, such as those described here, can help guide other researchers and clinicians to achieve proactive and veteran‐centered health care services.
    August 10, 2016   doi: 10.1111/jrh.12201   open full text
  • Trauma in Veterans With Substance Use Disorder: Similar Treatment Need Among Urban and Rural Residents.
    Lance Brendan Young, Christine Timko, Kimberly A. Tyler, Kathleen M. Grant.
    The Journal of Rural Health. August 09, 2016
    Purpose The objective of this study is to determine whether rural residence is associated with trauma exposure or posttraumatic stress disorder symptoms among military veterans seeking treatment for substance use disorder (SUD) through the Department of Veterans Affairs (VA), Delivering mental health services to veterans in rural areas is a challenge, so identifying differences in the causes and outcomes of trauma exposure would assist in effectively targeting service delivery. Methods Veterans (N = 196) entering SUD treatment at 3 Midwestern VA treatment centers were designated as either urban or rural, based on rural‐urban commuting area (RUCA) codes. The veterans completed the Life Events Checklist, the Posttraumatic Stress Disorder Checklist, and the Addiction Severity Index's psychiatric status subscale. Hypothesized relationships between rural‐urban residence and both trauma exposure and symptomology were tested using independent samples t tests, chi‐square tests, and ordinary least squares regression. Findings The range of traumatic experiences was similar between rural and urban veterans, and rural‐urban residence was not significantly associated with the overall array of traumas experienced or the symptom measures’ overall scores or subscores. Of 17 possible traumatic lifetime experiences, rural veterans differed from urban veterans on only 2, reporting significantly lower rates of transportation accidents and unwanted sexual experiences. Conclusions In both the causes of trauma and the need for treatment, veterans residing in rural areas differ little from their urban counterparts.
    August 09, 2016   doi: 10.1111/jrh.12199   open full text
  • Predicting Financial Distress and Closure in Rural Hospitals.
    George M. Holmes, Brystana G. Kaufman, George H. Pink.
    The Journal of Rural Health. August 08, 2016
    Purpose Annual rates of rural hospital closure have been increasing since 2010, and hospitals that close have poor financial performance relative to those that remain open. This study develops and validates a latent index of financial distress to forecast the probability of financial distress and closure within 2 years for rural hospitals. Methods Hospital and community characteristics are used to predict the risk of financial distress 2 years in the future. Financial and community data were drawn for 2,466 rural hospitals from 2000 through 2013. We tested and validated a model predicting a latent index of financial distress (FDI), measured by unprofitability, equity decline, insolvency, and closure. Using the predicted FDI score, hospitals are assigned to high, medium‐high, medium‐low, and low risk of financial distress for use by practitioners. Findings The FDI forecasts 8.01% of rural hospitals to be at high risk of financial distress in 2015, 16.3% as mid‐high, 46.8% as mid‐low, and 28.9% as low risk. The rate of closure for hospitals in the high‐risk category is 4 times the rate in the mid‐high category and 28 times that in the mid‐low category. The ability of the FDI to discriminate hospitals experiencing financial distress is supported by a c‐statistic of .74 in a validation sample. Conclusion This methodology offers improved specificity and predictive power relative to existing measures of financial distress applied to rural hospitals. This risk assessment tool may inform programs at the federal, state, and local levels that provide funding or support to rural hospitals.
    August 08, 2016   doi: 10.1111/jrh.12187   open full text
  • Insured Veterans’ Use of VA and Non‐VA Health Care in a Rural State.
    Alan N. West, Mary E. Charlton.
    The Journal of Rural Health. August 02, 2016
    Purpose To understand how working‐age VA‐enrolled veterans with commercial insurance use both VA and non‐VA outpatient care, and how rural residence affects dual use, for common diagnoses and procedures. Methods We analyzed VA and non‐VA outpatient treatment records for any months during 2005‐2010 that New Hampshire veterans ages <65 were simultaneously enrolled in VA health care and commercial insurance (per NH's mandatory claims database). Controlling for covariates, we used analysis of variance to compare urban and rural VA users, non‐VA users, and dual users on travel burden, diagnosis counts, duration in outpatient care, and visit frequencies, and logistic regressions to assess whether rural veterans were as likely to be seen for common conditions and procedures. Findings More than half of patients were non‐VA users and another third were dual users; rural residents were slightly more likely than urban residents to be dual users. For nearly any common diagnosis or procedure, dual users were more likely to have it at some time during treatment than other patients in either VA or non‐VA care, but they seldom had it listed in both care systems. Dual users also were seen most often overall, although within either care system they were seen less often than other patients, particularly if they were rural residents living far from care. Rural residence reduced chances of treatment for a wide variety of conditions, though it also was associated with more musculoskeletal and connective tissue diagnoses. It also reduced chances that patients had some diagnostic and treatment procedures but increased the odds of others that may require fewer visits. Conclusions Dual users living in rural areas may have less continuity in their health care. Ensuring that rural dual users are identified in primary care should improve access and care coordination.
    August 02, 2016   doi: 10.1111/jrh.12196   open full text
  • Health and Health Care Access of Rural Women Veterans: Findings From the National Survey of Women Veterans.
    Kristina M. Cordasco, Michelle A. Mengeling, Elizabeth M. Yano, Donna L. Washington.
    The Journal of Rural Health. July 28, 2016
    Purpose Disparities in health and health care access between rural and urban Americans are well documented. There is evidence that these disparities are mirrored within the US veteran population. However, there are few studies assessing this issue among women veterans (WVs). Methods Using the 2008–2009 National Survey of Women Veterans, a population‐based cross‐sectional national telephone survey, we examined rural WVs’ health and health care access compared to urban WVs. We measured health using the Medical Outcomes Study Short‐Form (SF‐12); access using measures of regular source of care (RSOC), health care utilization, and unmet needs; and barriers to getting needed care. Findings Rural WVs have significantly worse physical health functioning compared to urban WVs (mean physical component score of 43.6 for rural WVs versus 47.2 for urban WVs; P = .007). Rural WVs were more likely to have a VA RSOC (16.4% versus 10.6%; P = .009) and use VA health care (21.7% versus 12.9%; P < .001), and had fewer non‐VA health care visits compared with urban WVs (mean 4.2 versus 5.9; P = .021). They had similar overall numbers of health care visits (mean 5.8 versus 7.1; P = .11 ). Access barriers were affordability for rural WVs and work release time for urban WVs. Rural WVs additionally reported that transportation was a major factor affecting health care decisions. Conclusions Our findings demonstrate VA's crucial role in addressing disparities in health and health care access for rural WVs. As VA continues to strive to optimally meet the needs of all WVs, innovative care models need to account for their high health care needs and persistent barriers to care.
    July 28, 2016   doi: 10.1111/jrh.12197   open full text
  • Differences in Cigarette Use and the Tobacco Environment Among Youth Living in Metropolitan and Nonmetropolitan Areas.
    Debra H. Bernat, Kelvin Choi.
    The Journal of Rural Health. July 22, 2016
    Purpose To examine cigarette use and the tobacco‐related environment among adolescents living in metropolitan and nonmetropolitan areas. Methods Data from adolescents ages 14‐17 that completed the 2012 Florida Youth Tobacco Survey were analyzed (n = 40,746). This includes a representative sample of middle and high school students throughout the state. Results Nonmetropolitan adolescents were more likely than metropolitan adolescents to report lifetime smoking, past 30‐day smoking, daily smoking, initiating smoking at younger ages, having smoked a greater number of cigarettes in their lifetime and in the past 30 days, friend acceptance of adult smoking, a parent offering them a cigarette, living with a smoker, and that smoking was allowed in their home. Nonmetropolitan adolescents were also more likely to have seen tobacco ads the last time they visited convenience marts, gas stations, grocery stores, and big box stores, and flavored tobacco products or ads for them. These differences persisted after controlling for demographics. Conclusions The present results suggest vast differences in smoking behavior among nonmetropolitan and metropolitan adolescents and that targeting social and environmental factors may be beneficial for reducing tobacco disparities among nonmetropolitan adolescents.
    July 22, 2016   doi: 10.1111/jrh.12194   open full text
  • Supporting Caregivers of Rural Veterans Electronically (SCORE).
    Bret L. Hicken, Candice Daniel, Marilyn Luptak, Marren Grant, Shirley Kilian, Randall W. Rupper.
    The Journal of Rural Health. July 20, 2016
    Background The increasing prevalence of dementia, including among rural veterans, highlights the improved outcomes possible for caregivers who receive effective support. However, providing these complex interventions in rural areas presents challenges. Internet‐based and telephone‐based caregiver support can potentially expand access to effective support. Methods We designed a multisite intervention for caregivers of veterans with dementia. Caregivers were stratified into 2 cohorts based on their use or nonuse of the Internet. Each cohort was then randomized to either a technology or telephone‐delivered support group within each cohort. All groups had a care manager who monitored the 4‐ to 6‐month multicomponent program of assessments, educational content, and skills training. Caregiver outcome measures included burden, anticipatory grief, depression, family conflict, and a desire to institutionalize the care recipient. Results The majority of comparative effectiveness outcomes were not different between caregivers receiving technology interventions versus those receiving telephone‐delivered support. This was true for the 68% of caregivers using home Internet and the 32% nonusers, as well as the 53% rural versus 47% urban caregivers. For experienced Internet users, a meaningful difference in the Marwit Grief Inventory was noted for caregivers receiving Internet versus telephone support, particularly for the Isolation Subscale. Conclusion This study demonstrates the feasibility and acceptability of using a variety of modalities to deliver caregiver support to a group of largely older, rural, spousal caregivers of veterans with dementia. The potential for reducing isolation for caregivers capable of receiving this intervention through the Internet is a promising finding.
    July 20, 2016   doi: 10.1111/jrh.12195   open full text
  • Hospital Distance and Readmissions Among VA‐Medicare Dual‐Enrolled Veterans.
    Edwin S. Wong, Seppo T. Rinne, Paul L. Hebert, Meredith A. Cook, Chuan‐Fen Liu.
    The Journal of Rural Health. July 18, 2016
    Purpose Geographic access to inpatient care at the Veterans Affairs (VA) Health Care System is challenging for many veterans with chronic obstructive pulmonary disease (COPD) given relatively few VA hospitals nationwide. Veterans with lengthy travel distances may obtain non‐VA care, particularly those dually enrolled in Medicare. Our primary objective was to assess whether distance from VA patients’ residence to the nearest VA and non‐VA hospitals was associated with 30‐day all‐cause readmission and the system where patients were readmitted (VA or Medicare). Methods Using VA and Medicare administrative data, we identified 21,273 patients hospitalized for COPD between October 2008 and September 2011 and dually enrolled in VA and fee‐for‐service Medicare. Outcome variables were dichotomous measures denoting readmission for any cause within 30 days following discharge and whether the readmission occurred in a non‐VA hospital through Medicare. Distance to the nearest hospital was defined as the number of miles between patients’ residence ZIP code and the ZIP code of the nearest VA and non‐VA hospital accepting Medicare, respectively. Probit models with sample selection were applied to examine the relationship between hospital distance and outcome measures. Findings Respective distances to the nearest VA and non‐VA hospital were not associated with 30‐day all‐cause readmission. Greater distance to the nearest VA hospital was associated with a greater conditional probability of choosing non‐VA hospitals for readmission. Conclusions COPD patients with poor geographic access to VA hospitals did not forgo subsequent inpatient care following their index hospitalization, but they were more likely to seek non‐VA substitutes.
    July 18, 2016   doi: 10.1111/jrh.12191   open full text
  • Hospital Characteristics are Associated With Readiness to Attain Stage 2 Meaningful Use of Electronic Health Records.
    Jungyeon Kim, Robert L. Ohsfeldt, Larry D. Gamm, Tiffany A. Radcliff, Luohua Jiang.
    The Journal of Rural Health. July 18, 2016
    Purpose To examine the difference between rural and urban hospitals as to their overall level of readiness for stage 2 meaningful use of electronic health records (EHRs) and to identify other key factors that affect their readiness for stage 2 meaningful use. Methods A conceptual framework based on the theory of organizational readiness for change was used in a cross‐sectional multivariate analysis using 2,083 samples drawn from the HIMSS Analytics survey conducted with US hospitals in 2013. Findings Rural hospitals were less likely to be ready for stage 2 meaningful use compared to urban hospitals in the United States (OR = 0.49) in our final model. Hospitals’ past experience with an information exchange initiative, staff size in the information system department, and the Chief Information Officer (CIO)’s responsibility for health information management were identified as the most critical organizational contextual factors that were associated with hospitals’ readiness for stage 2. Rural hospitals lag behind urban hospitals in EHR adoption, which will hinder the interoperability of EHRs among providers across the nation. The identification of critical factors that relate to the adoption of EHR systems provides insights into possible organizational change efforts that can help hospitals to succeed in attaining meaningful use requirements. Conclusion Rural hospitals have increasingly limited resources, which have resulted in a struggle for these facilities to attain meaningful use. Given increasing closures among rural hospitals, it is all the more important that EHR development focus on advancing rural hospital quality of care and linkages with patients and other organizations supporting the care of their patients.
    July 18, 2016   doi: 10.1111/jrh.12193   open full text
  • Implementing a Hospitalist Program in a Critical Access Hospital.
    Brian M. Dougan, Victor M. Montori, Kurt W. Carlson.
    The Journal of Rural Health. July 06, 2016
    Purpose The hospitalist model of inpatient care has rapidly expanded, but little is known about hospitalist care in critical access hospitals (CAHs). We aimed to determine the impact of a hospitalist model of care on staff satisfaction, patient volumes, patient satisfaction, length of stay, and care quality in a CAH. Methods We initiated a hybrid rotating hospitalist program in September 2008 at Winneshiek Medical Center (Decorah, Iowa), a 25‐bed rural CAH. We reviewed patient volumes, Centers for Medicare and Medicaid Services core quality measures, acute length of stay, and staff satisfaction for primary care—hospitalist physicians and inpatient and clinic nurses. Patient volume and length of stay were compared with CAH data reported by the Iowa Hospital Association. Findings Patient volumes (acute, skilled, and observation) increased by 15% compared with a 17% decrease for statewide CAHs. Length of stay decreased from 2.88 to 2.75 days and remained lower than the average stay for Iowa CAHs (3.05 days). In the year after implementation, we observed no deterioration in core quality measures (range, 93%‐100%) or patient satisfaction (86th percentile). Inpatient nurse satisfaction and primary care‐hospitalist satisfaction improved. Early clinic nurse skepticism showed improved satisfaction at the 5‐year review. Conclusions Hospitalist care contributed to ongoing delivery of high‐quality care and satisfactory patient experiences while supporting the mission of a CAH in rural Iowa. Implementation required careful consideration of its effects on the outpatient practice. Broader implementation of this model in CAHs may be warranted.
    July 06, 2016   doi: 10.1111/jrh.12190   open full text
  • The State of Nursing Home Information Technology Sophistication in Rural and Nonrural US Markets.
    Gregory L. Alexander, Richard W. Madsen, Erin L. Miller, Douglas S. Wakefield, Keely K. Wise, Rachel L. Alexander.
    The Journal of Rural Health. June 22, 2016
    Objective To test for significant differences in information technology sophistication (ITS) in US nursing homes (NH) based on location. Methods We administered a primary survey January 2014 to July 2015 to NH in each US state. The survey was cross‐sectional and examined 3 dimensions (IT capabilities, extent of IT use, degree of IT integration) among 3 domains (resident care, clinical support, administrative activities) of ITS. ITS was broken down by NH location. Mean responses were compared across 4 NH categories (Metropolitan, Micropolitan, Small Town, and Rural) for all 9 ITS dimensions and domains. Least square means and Tukey's method were used for multiple comparisons. Principal Findings Methods yielded 815/1,799 surveys (45% response rate). In every health care domain (resident care, clinical support, and administrative activities) statistical differences in facility ITS occurred in larger (metropolitan or micropolitan) and smaller (small town or rural) populated areas. Conclusions This study represents the most current national assessment of NH IT since 2004. Historically, NH IT has been used solely for administrative activities and much less for resident care and clinical support. However, results are encouraging as ITS in other domains appears to be greater than previously imagined.
    June 22, 2016   doi: 10.1111/jrh.12188   open full text
  • A Community‐Engaged Approach to Collecting Rural Health Surveillance Data.
    Jini E. Puma, Elaine S. Belansky, Reginaldo Garcia, Sharon Scarbro, Devon Williford, Julie A. Marshall.
    The Journal of Rural Health. June 15, 2016
    Purpose In order for communities to make health‐related, data‐driven decisions concerning resource allocation, needed services, and intervention priorities, they need an accurate picture of the health status of residents. While state and national health surveillance systems exist to help local communities make data‐driven health decisions, rural communities face unique challenges including: (1) limited county‐level data; (2) underrepresented segments of the population; and (3) a lack of survey items to address local health concerns. The purpose of this study was to take a community‐engaged approach to collecting population‐based health status data in a rural area in an effort to address some of these unique challenges. Methods Using a community‐based participatory research (CBPR) approach, over 1,500 residents from 6 rural and frontier counties were randomly selected with a stratified, multistage cluster study design. Surveys were primarily completed over the phone. Findings Response rates by county ranged from 59% to 80% (overall = 66%). Males and younger adults (18‐24 year olds) were underrepresented in the sample, but Hispanics, low‐income residents, and cell phone‐only users were adequately represented. Prevalence rates for chronic disease and health behavior varied by county. Conclusions The implications of this project are that engaging stakeholders in community surveillance efforts increases the quality, relevance and utility of the information collected and can help reach otherwise difficult‐to‐reach populations. This can result in a more accurate picture of the health status of residents, which can lead to making health‐related, data‐driven decisions concerning resource allocation, needed services, and intervention priorities.
    June 15, 2016   doi: 10.1111/jrh.12185   open full text
  • Risk Factors for In‐Hospital Mortality in Heart Failure Patients: Does Rurality, Payer or Admission Source Matter?
    Preethy Nayar, Fang Yu, Aastha Chandak, Ge Lin Kan, Brian Lowes, Bettye A. Apenteng.
    The Journal of Rural Health. June 08, 2016
    Purpose Considering the high prevalence of heart failure and the economic burden of the disease, factors that influence in‐hospital mortality are of importance in improving outcomes of care for this patient population. The purpose of this study was to examine the determinants of in‐hospital mortality for adult heart failure patients. Methods The study design is a retrospective observational study design using the 2010 Nebraska Hospital Discharge data set including 4,319 hospitalizations for 3,521 heart failure patients admitted to 79 hospitals in Nebraska. Hierarchical logistic regression models including patient‐ and hospital‐specific random intercepts were analyzed. Covariates included in the analysis were patient age in years, gender, comorbidity status, length of stay, primary payer, type and source of admission, transfers, and rurality of county of residence. Results Overall, 3.5% of heart failure patients died during their hospital stay. In logistic regression analysis that adjusted for age, sex, and comorbidities, the odds of dying in hospital for heart failure patients increased with age (OR = 1.03, 95% CI: 1.01‐1.04), co‐morbidity (OR = 1.15; 95% CI: 1.05‐1.25) and length of stay (OR = 1.03, 95% CI: 1.01‐1.05). The patient's gender, payer source, rurality of county of residence, source, and type of admission were not risk factors for in‐hospital death. Conclusion Increasing age, comorbidity and length of stay were risk factors for in‐hospital death for heart failure. An understanding of the risk factors for in‐hospital death is critical to improving outcomes of care for heart failure patients.
    June 08, 2016   doi: 10.1111/jrh.12186   open full text
  • Individual and Network Correlates of Antisocial Personality Disorder Among Rural Nonmedical Prescription Opioid Users.
    Rachel V. Smith, April M. Young, Ursula L. Mullins, Jennifer R. Havens.
    The Journal of Rural Health. May 12, 2016
    Purpose Examination of the association of antisocial personality disorder (ASPD) with substance use and HIV risk behaviors within the social networks of rural people who use drugs. Methods Interviewer‐administered questionnaires were used to assess substance use, HIV risk behavior, and social network characteristics of drug users (n = 503) living in rural Appalachia. The MINI International Psychiatric Interview was used to determine whether participants met DSM‐IV criteria for ASPD and Axis‐I psychological comorbidities (eg, major depressive disorder, posttraumatic stress disorder, generalized anxiety disorder). Participants were also tested for herpes simplex 2, hepatitis C, and HIV. Multivariate generalized linear mixed modeling was used to determine the association between ASPD and risk behaviors, substance use, and social network characteristics. Results Approximately one‐third (31%) of participants met DSM‐IV criteria for ASPD. In multivariate analysis, distrust and conflict within an individual's social networks, as well as past 30‐day use of heroin and crack, male gender, younger age, lesser education, heterosexual orientation, and comorbid MDD were associated with meeting diagnostic criteria for ASPD. Conclusions Participants meeting criteria for ASPD were more likely to report recent heroin and crack use, which are far less common drugs of abuse in this population in which the predominant drug of abuse is prescription opioids. Greater discord within relationships was also identified among those with ASPD symptomatology. Given the elevated risk for blood‐borne infection (eg, HIV) and other negative social and health consequences conferred by this high‐risk subgroup, exploration of tailored network‐based interventions with mental health assessment is recommended.
    May 12, 2016   doi: 10.1111/jrh.12184   open full text
  • Mental Health, Racial Discrimination, and Tobacco Use Differences Across Rural‐Urban California.
    Amenah A. Agunwamba, Ichiro Kawachi, David R. Williams, Lila J. Finney Rutten, Patrick M. Wilson, Kasisomayajula Viswanath.
    The Journal of Rural Health. April 14, 2016
    Objective Disparities in tobacco use persist despite successful policies reducing use within the United States. In particular, the prevalence of tobacco use in rural and certain minority communities is significantly higher compared to that of their counterparts. In this work, we examine the impact of rurality, mental health, and racial discrimination on tobacco use. Methods Data come from the 2003 California Health Interview Survey (n = 42,044). Modified Poisson regression models were adjusted for age, sex, race/ethnicity, birth origin, education, income, insurance, and marital status. Results Compared to urban residents, rural residents had a significantly higher risk for smoking after adjustment (RR = 1.10, 95% CI: 1.01‐1.19). Those who reported having experienced racial discrimination also had a significantly greater risk for smoking compared to those who did not (RR = 1.17, 95% CI: 1.07‐1.27). Additionally, those who reported higher stress had a significantly greater risk for smoking (RR = 1.61, 95% CI: 1.07‐1.67). There was evidence of interaction between rurality and race/ethnicity, and rurality and gender (P < .05). Conclusion Residing in rural areas was associated with an increased risk for smoking, above and beyond sociodemographics. There were no significant differences across rural‐urban environments for the relationship between stress and tobacco use—an indication that the impact of stress and discrimination is not buffered or exacerbated by environmental characteristics potentially found in either location. Mechanisms that explain rural‐urban tobacco use disparities need to be explored, and smoking cessation programs and policies should be tailored to target these factors within rural communities.
    April 14, 2016   doi: 10.1111/jrh.12182   open full text
  • Long‐Term Trends in Black and White Mortality in the Rural United States: Evidence of a Race‐Specific Rural Mortality Penalty.
    Wesley James, Jeralynn S. Cossman.
    The Journal of Rural Health. April 08, 2016
    Purpose The rural mortality penalty—growing disparities in rural‐urban macro‐level mortality rates—has persisted in the United States since the mid 1980s. Substantial intrarural differences exist: rural places of modest population size, close to urban areas, experience a greater mortality burden than the most rural locales. This research builds on recent findings by examining whether a race‐specific rural mortality penalty exists; that is, are some rural areas more detrimental to black and/or white mortality than others? Methods Using data from the Compressed Mortality File from 1968 to 2012, we calculate annual age‐adjusted, race‐specific mortality rates for all rural‐urban regions designated by the Rural‐Urban Continuum Codes. Indicators for population, socioeconomic status, and health infrastructure, as a proxy for access to care, are used as predictors of race‐specific mortality in multivariable regression models. Findings Three important results emerge from this analysis: (1) there is a substantial mortality disadvantage for both black and white rural Americans, (2) the most advantageous regions of mortality for blacks exhibit higher mortality than the most disadvantageous regions for whites, and (3) access to health care is a much stronger predictor of white mortality than black mortality. Conclusions The rural mortality penalty is evident in race‐specific mortality trends over time, with an added disadvantage in black mortality. The rate of mortality improvement for rural blacks and whites lags behind their same‐race, urban counterparts, creating a diverging gap in race‐specific mortality trends in rural America.
    April 08, 2016   doi: 10.1111/jrh.12181   open full text
  • Assessing Differences in the Availability of Opioid Addiction Therapy Options: Rural Versus Urban and American Indian Reservation Versus Nonreservation.
    Katherine A. Hirchak, Sean M. Murphy.
    The Journal of Rural Health. March 14, 2016
    Background Opioid misuse is a large public health problem in the United States. Residents of rural areas and American Indian (AI) reservation/trust lands represent traditionally underserved populations with regard to substance‐use disorder therapy. Purpose Assess differences in the number of opioid agonist therapy (OAT) facilities and physicians with Drug Addiction Treatment Act (DATA) waivers for rural versus urban, and AI reservation/trust land versus non‐AI reservation/trust land areas in Washington State. Methods The unit of analysis was the ZIP code. The dependent variables were the number of OAT facilities and DATA‐waivered physicians in a region per 10,000 residents aged 18‐64 in a ZIP code. A region was defined as a ZIP code and its contiguous ZIP codes. The independent variables were binary measures of whether a ZIP code was classified as rural versus urban, or AI reservation/trust land versus non‐AI reservation/trust land. Zero‐inflated negative binomial regressions with robust standard errors were estimated. Results The number of OAT clinics in a region per 10,000 ZIP‐code residents was significantly lower in rural versus urban areas (P = .002). This did not differ significantly between AI reservation/trust land and non‐AI reservation/trust land areas (P = .79). DATA‐waivered physicians in a region per 10,000 ZIP‐code residents was not significantly different between rural and urban (P = .08), or AI reservation/trust land versus non‐AI reservation/trust land areas (P = .21). Conclusions It appears that the potential for Washington State residents of rural and AI reservation areas to receive OAT is similar to that of residents outside of those areas; however, difficulties in accessing therapy may remain, highlighting the importance of expanding health care insurance and providing support for DATA‐waivered physicians.
    March 14, 2016   doi: 10.1111/jrh.12178   open full text
  • Geographic Variations of Colorectal and Breast Cancer Late‐Stage Diagnosis and the Effects of Neighborhood‐Level Factors.
    Yan Lin, Michael C. Wimberly.
    The Journal of Rural Health. March 14, 2016
    Purpose The purpose of this study was to examine the geographic variations of late‐stage diagnosis in colorectal cancer (CRC) and breast cancer as well as to investigate the effects of 3 neighborhood‐level factors—socioeconomic deprivation, urban/rural residence, and spatial accessibility to health care—on the late‐stage risks. Methods This study used population‐based South Dakota cancer registry data from 2001 to 2012. A total of 4,878 CRC cases and 6,418 breast cancer cases were included in the analyses. Two‐level logistic regression models were used to analyze the risk of late‐stage CRC and breast cancer. Findings For CRC, there was a small geographic variation across census tracts in late‐stage diagnosis, and residing in isolated small rural areas was significantly associated with late‐stage risk. However, this association became nonsignificant after adjusting for census‐tract level socioeconomic deprivation. Socioeconomic deprivation was an independent predictor of CRC late‐stage risk, and it explained the elevated risk among American Indians. No relationship was found between spatial accessibility and CRC late‐stage risk. For breast cancer, no geographic variation in the late‐stage diagnosis was observed across census tracts, and none of the 3 neighborhood‐level factors was significantly associated with late‐stage risk. Conclusions Results suggested that socioeconomic deprivation, rather than spatial accessibility, contributed to CRC late‐stage risks in South Dakota as a rural state. CRC intervention programs could be developed to target isolated small rural areas, socioeconomically disadvantaged areas, as well as American Indians residing in these areas.
    March 14, 2016   doi: 10.1111/jrh.12179   open full text
  • Does the Medicare Part D Decision‐Making Experience Differ by Rural/Urban Location?
    Carrie Henning‐Smith, Michelle Casey, Ira Moscovice.
    The Journal of Rural Health. February 16, 2016
    Purpose Although much has been written about Medicare Part D enrollment, much less is known about beneficiaries’ personal experiences with choosing a Part D plan, especially among rural residents. This study sought to address this gap by examining geographic differences in Part D enrollees’ perceptions of the plan decision‐making process, including their confidence in their choice, their knowledge about the program, and their satisfaction with available information. Methods We used data from the 2012 Medicare Current Beneficiary Survey and included adults ages 65 and older who were enrolled in Part D at the time of the survey (n = 3,706). We used ordered logistic regression to model 4 outcomes based on beneficiaries’ perceptions of the Part D decision‐making and enrollment process, first accounting only for differences by rurality, then adjusting for sociodemographic, health, and coverage characteristics. Findings Overall, half of all beneficiaries were not very confident in their Part D knowledge. Rural beneficiaries had lower odds of being confident in the plan they chose and in being satisfied with the amount of information available to them during the decision‐making process. After adjusting for all covariates, micropolitan residents continued to have lower odds of being confident in the plan that they chose. Conclusions Policy‐makers should pay particular attention to making information about Part D easily accessible for all beneficiaries and to addressing unique barriers that rural residents have in accessing information while making decisions, such as reduced Internet availability. Furthermore, confidence in the decision‐making process may be improved by simplifying the Part D program.
    February 16, 2016   doi: 10.1111/jrh.12175   open full text
  • Neonatal Abstinence Syndrome in West Virginia Substate Regions, 2007‐2013.
    Meagan E. Stabler, D. Leann Long, Ilana R. A. Chertok, Peter R. Giacobbi, Courtney Pilkerton, Laura R. Lander.
    The Journal of Rural Health. February 16, 2016
    Purpose The opioid epidemic is a public health threat with consequences affecting newborns. Neonatal Abstinence Syndrome (NAS) is a constellation of withdrawal symptoms resulting primarily from in utero opioid exposure. The purpose of this study was to examine NAS and drug‐specific trends in West Virginia (WV), where rurality‐related issues are largely present. Methods The 2007‐2013 WV Health Care Authority, Uniform Billing Data were analyzed for 119,605 newborn admissions with 1,974 NAS diagnoses. NAS (ICD9‐CM 779.5) and exposure diagnostic codes for opioids, hallucinogens, and cocaine were utilized as incidence rate (IR) per 1,000 live births. Findings Between 2007 and 2013, NAS IR significantly increased from 7.74 to 31.56 per 1,000 live births per year (Z: ‐19.10, P < .0001). During this time period, opioid exposure increased (Z: ‐9.56, P < .0001), while cocaine exposure decreased (Z: 3.62, P = .0003). In 2013, the southeastern region of the state had the highest NAS IR of 48.76 per 1,000 live births. NAS infants were more likely to experience other clinical conditions, longer hospital stay, and be insured by Medicaid. Conclusions Statewide NAS IR increased 4‐fold over the study period, with rates over 3 times the national annual averages. This alarming trend is deleterious for the health of WV mother‐child dyads and it strains the state's health care system. Therefore, WV has a unique need for prenatal public health drug treatment and prevention resources, specifically targeting the southeastern region. Further examination of maternal drug‐specific trends and general underutilization of neonatal exposure ICD‐9‐CM codes is indicated.
    February 16, 2016   doi: 10.1111/jrh.12174   open full text
  • Surgical Patient Safety Outcomes in Critical Access Hospitals: How Do They Compare?
    Nabil Natafgi, Jure Baloh, Paula Weigel, Fred Ullrich, Marcia M. Ward.
    The Journal of Rural Health. February 16, 2016
    Purpose The aim of the study was to examine whether Critical Access Hospitals (CAHs), the predominant type of hospital in small and isolated rural areas, perform better than, the same as, or worse than Prospective Payment System (PPS) hospitals on measures of quality. Methods The Healthcare Cost and Utilization Project State Inpatient Databases and American Hospital Association annual survey data were used for analyses. A total of 35,674 discharges from 136 nonfederal general hospitals with fewer than 50 beds were included in the analyses: 14,296 from 100 CAHs and 21,378 from 36 PPS hospitals. Outcome measures included 6 bivariate indicators of adverse events (including complications) of surgical care developed from the Agency for Healthcare Research and Quality's Patient Safety Indicators. Multiple logistic regression models were developed to examine the relationship between hospital adverse events and CAH status. Findings Compared with PPS hospitals, CAHs are significantly less likely to have any observed (unadjusted) adverse event on 4 of the 6 indicators. After adjusting for patient mix and hospital characteristics, CAHs perform better on 3 of the 6 indicators. Accounting for the number of discharges eliminated the differences between CAHs and PPS hospitals in the likelihood of adverse events across all indicators except one. Conclusions The study suggests there are no differences in surgical patient safety outcomes between CAHs and PPS hospitals of comparable size. This reinforces the central role of CAHs in providing quality surgical care to populations in rural and isolated areas, and underscores the importance of strategies to sustain rural surgery infrastructure.
    February 16, 2016   doi: 10.1111/jrh.12176   open full text
  • Changes in Body Mass Index and the Trajectory of Depressive Symptoms Among Rural Men and Women.
    Jen Jen Chang, Joanne Salas, Maya Tabet, Zachary Kasper, Keith Elder, Holly Staley, Ross C. Brownson.
    The Journal of Rural Health. January 28, 2016
    Purpose This study examined the association between body mass index (BMI) changes over time and the risk of elevated depressive symptoms in a cohort of Midwestern rural adults. Methods The longitudinal study used data from a telephone survey in 2005 including 1,475 men and women enrolled in the Walk the Ozarks to Wellness Project from 12 rural communities in Missouri, Arkansas, and Tennessee. Multilevel random intercept mixed models were used to estimate adjusted odds ratios (aOR) and 95% confidence intervals (CI) for the association between BMI calculated from self‐reported height and body weight and elevated depressive symptoms, adjusting for sociodemographic, behavioral, and medical variables. Findings Elevated depressive symptoms were common in this rural population (17%‐19%) and the mean BMI was 28 kg/m2. For each unit increase in BMI over time, representing an average increase of about 5.8 pounds from baseline weight, there was a 6% increased odds of elevated depressive symptoms (aOR: 1.06, 95% CI: 1.02‐1.12). Conclusions Our findings hold important public health implications given the increasing rates of overweight and obesity over the past couple of decades, particularly among rural adults.
    January 28, 2016   doi: 10.1111/jrh.12170   open full text
  • Mental Health First Aid in Rural Communities: Appropriateness and Outcomes.
    Jean A. Talbot, Erika C. Ziller, Donald A. Szlosek.
    The Journal of Rural Health. January 28, 2016
    Purpose Mental Health First Aid (MHFA), an early intervention training program for general audiences, has been promoted as a means for improving population‐level behavioral health (BH) in rural communities by encouraging treatment‐seeking. This study examined MHFA's appropriateness and impacts in rural contexts. Methods We used a mixed‐methods approach to study MHFA trainings conducted from November 2012 through September 2013 in rural communities across the country. Data Sources: (a) posttraining questionnaires completed by 44,273 MHFA participants at 2,651 rural and urban trainings in 50 US states; (b) administrative data on these trainings; and (c) interviews with 16 key informants who had taught, sponsored, or participated in rural MHFA. Measure of Rurality: Rural‐Urban Commuting Area Codes. Analyses: Chi‐square tests were conducted on questionnaire data. Structural, descriptive, and pattern coding techniques were used to analyze interview data. Findings MHFA appears aligned with some key rural needs. MHFA may help to reduce unmet need for BH treatment in rural communities by raising awareness of BH issues and mitigating stigma, thereby promoting appropriate treatment‐seeking. However, rural infrastructure deficits may limit some communities’ ability to meet new demand generated by MHFA. MHFA may help motivate rural communities to develop initiatives for strengthening infrastructure, but additional tools and consultation may be needed. Conclusions This study provides preliminary evidence that MHFA holds promise for improving rural BH. MHFA alone cannot compensate for weaknesses in rural BH infrastructure.
    January 28, 2016   doi: 10.1111/jrh.12173   open full text
  • Careful Conversations and Careful Sex: HIV Posttesting Experiences Among African American Men in Rural Florida.
    Tiffiany M. Aholou, Madeline Y. Sutton, Emma (E.J.) Brown.
    The Journal of Rural Health. January 14, 2016
    Purpose In the United States, black/African American (black) men bear the greatest burden of human immunodeficiency virus (HIV), accounting for 42% of new HIV infections in 2012 despite being 6% of the population. In Florida, heterosexual HIV transmission has increased among black men. Few studies have examined HIV testing experiences for black heterosexual men (BHM) in the rural South. This study describes the post‐HIV‐testing trial experiences of BHM in rural Florida. Methods We conducted 12 focus groups (4‐7 participants per group) in 3 rural Florida counties with BHM who participated in a larger randomized HIV testing trial. Interviews were professionally transcribed and data were analyzed using NVivo 10. The qualitative analysis was informed by the strengths perspective (ie, emphasis on abilities rather than risks) and used a thematic analytical approach. Results Sixty‐seven men participated (median age 41.5 years); 39 (58%) earned a monthly income of less than $500, 38 (57%) attained education through high school or higher, 37 (55%) were unmarried, and 40 (60%) reported practicing monogamy; all who tested for HIV were negative for HIV. We identified 3 main themes based on self‐reported actions: (1) risk reduction (eg, more consistent condom use, fewer sex partners), (2) sexual health communications with sex partners (eg, negotiating HIV testing with sex partners, getting to know partners better), and (3) health communications with peers and family (eg, disclosing test results, encouraging others to get tested). Conclusions Among BHM, being in this HIV testing study facilitated increased protective behaviors and communications for HIV prevention. Interventions for BHM in rural areas warrant incorporating these strategies to encourage routine HIV testing.
    January 14, 2016   doi: 10.1111/jrh.12171   open full text
  • Differences in Women's Use of Medical Help for Becoming Pregnant by the Level of Urbanization of County of Residence in Georgia.
    Helen B. Chin, Michael R. Kramer, Ann C. Mertens, Jessica B. Spencer, Penelope P. Howards.
    The Journal of Rural Health. January 14, 2016
    Purpose Our goal was to determine if there are differences by place of residence in visiting a doctor for help getting pregnant in a population‐based study. Methods Using data from the Furthering Understanding of Cancer, Health, and Survivorship in Adult (FUCHSIA) Women's Study, a cohort study of fertility outcomes in reproductive‐aged women in Georgia, we fit models to estimate the association between geographic type of residence and seeking help for becoming pregnant. Findings The prevalence of visiting a doctor for help getting pregnant ranged from 13% to 17% across geographic groups. Women living in suburban counties were most likely to seek medical care for help getting pregnant compared with women living in urbanized counties (adjusted prevalence ratio (aPR) = 1.14, 95% CI: 0.74‐1.75); among women who reported infertility this difference was more pronounced (aPR = 1.59, 95% CI: 1.00‐2.53). Women living in rural counties were equally likely to seek fertility care compared with women in urbanized counties in the full sample and among women who experienced infertility. Conclusions Women living in urban and rural counties were least likely to seek infertility care, suggesting that factors including but not limited to physical proximity to providers are influencing utilization of this type of care. Increased communication about reproductive goals and infertility care available to meet these goals by providers who women see for regular care may help address these barriers.
    January 14, 2016   doi: 10.1111/jrh.12172   open full text
  • The Relationship Between Pregnancy Prevention and STI/HIV Prevention and Sexual Risk Behavior Among American Indian Men.
    Elizabeth Rink, Kristofer FourStar, Michael P. Anastario.
    The Journal of Rural Health. December 22, 2015
    Objective We examined the relationship between American Indian men's attitudes toward pregnancy prevention, STI/HIV prevention, and sexual risk behavior. Attention was given to: (1) attitudes and intentions to use condoms and sexual risk behavior; (2) STI/HIV prevention characteristics and sexual risk behavior; (3) attitudes toward abstinence and monogamy and sexual risk behavior; and (4) decision‐making in relationships and sexual risk behavior. Study Design Our sample included 120 heterosexual American Indian men aged 18 to 24 living on a reservation. Data were collected during in‐depth interviews. A community‐based participatory research framework was used to ensure the relevancy and acceptability of the study given the sensitivity of the topic. Principal Findings Results demonstrated that attitudinal factors were associated with sexual risk behavior, particularly inconsistent condom use. Attitudes associated with consistent condom use suggested greater levels of positive dispositions toward prevention and intention to use condoms. Consistent condom use was associated with more cautious attitudes toward sex with multiple sex partners. Study results suggested that American Indian men who reported sex with multiple partners exhibited a set of attitudes and beliefs toward pregnancy prevention and STI/HIV prevention that corresponded with a disposition resulting from their behaviors, in that engaging in sexual risk behavior elevated their levels of risk perception. Conclusions Our findings suggest that heterosexual American Indian men living in rural environments need sexual and reproductive health programs and clinical services that address differing attitudes toward condom use within the context of multiple sex partners and sexual risk behavior.
    December 22, 2015   doi: 10.1111/jrh.12166   open full text
  • Understanding Treatment Gaps for Mental Health, Alcohol, and Drug Use in South Dakota: A Qualitative Study of Rural Perspectives.
    Lauren Broffman, Margaret Spurlock, Kristen Dulacki, Amy Campbell, Fanny Rodriguez, Bill Wright, K. John McConnell, Donald Warne, Melinda M. Davis.
    The Journal of Rural Health. December 11, 2015
    Purpose More than 25% of US adults experience mental health or substance use conditions annually, yet less than half receive treatment. This study explored how rural participants with behavioral health conditions pursue and receive care, and it examined how these factors differed across American Indian (AI) and geographic subpopulations. Methods We undertook a qualitative follow‐up study from a statewide survey of unmet mental health and substance use needs in South Dakota. We conducted semistructured phone interviews with a purposive sample of key informants with varying perceptions of need for mental health and substance use treatment. Results We interviewed 33 participants with mental health (n = 18), substance use (n = 9), and co‐occurring disorders (n = 6). Twenty participants (61.0%) lived in rural communities that did not overlap with AI tribal land. Twelve participants (34.3%) were AI, 8 of whom lived on a reservation (24.2%). The discrepancy between actual and perceived treatment need was related to how participants defined mental health, alcohol, and drug use “problems.” Mental health disorders and excessive alcohol consumption were seen as a normal part of life in rural and reservation communities; seeking mental health care or maintaining sobriety was viewed as the result of an individual's willpower and frequently related to a substantial life event (eg, childbirth). Participants recommended treatment gaps be addressed through multicomponent community‐level interventions. Discussion This study describes how rural populations view mental health, alcohol, and drug use. Enhancing access to care, addressing discordant perceptions, and improving community‐based interventions may increase treatment uptake.
    December 11, 2015   doi: 10.1111/jrh.12167   open full text
  • Geographic Variation in Treatment and Outcomes Among Patients With AMI: Investigating Urban‐Rural Differences Among Hospitalized Patients.
    Daniel Bechtold, G.G. Salvatierra, Emily Bulley, Alex Cypro, Kenn B. Daratha.
    The Journal of Rural Health. December 03, 2015
    Background The value of early invasive revascularization for patients suffering acute myocardial infarction (AMI) is well known. However, access to revascularization services varies geographically and demographically. Previous studies have not examined the influence of rural residence on revascularization rates and outcomes among patients hospitalized with AMI. Methods Our retrospective cohort study included patients hospitalized in Washington State with a primary diagnosis of AMI from 2009 to 2012. Urban or rural residence was determined using rural‐urban commuting area (RUCA) codes. Multivariable models were used to evaluate geographic variation in rates of invasive versus medical management, in‐hospital mortality, rehospitalization, and subsequent revascularization procedures. Results Our study included 25,156 urban dwellers and 2,770 rural residents. Adjusted models found rural patients to be at increased odds of undergoing invasive revascularization during the initial episode of AMI care (OR = 1.11; 95% CI: 1.01‐1.21; P = .02) compared to urban dwelling patients. Rural patients were more likely to be transferred for care (OR = 4.28; 95% CI: 3.93‐4.66; P < .001) and more likely to undergo coronary artery bypass grafting (CABG) (OR = 1.55; 95% CI: 1.35‐1.78; P < .001) compared to the urban cohort. We found no significant geographic cohort differences in in‐hospital mortality or subsequent revascularization rates. Conclusion Our findings suggest that despite limited access to cardiac care facilities, rural patients are accessing revascularization services. However, rural residents are more likely to undergo CABG during their index admission. High transfer rates suggest that rural regions rely on effective transfer networks to access invasive cardiac services.
    December 03, 2015   doi: 10.1111/jrh.12165   open full text
  • Characteristics of Farm Equipment‐Related Crashes Associated With Injury in Children and Adolescents on Farm Equipment.
    Maisha Toussaint, Kayla Faust, Corinne Peek‐Asa, Marizen Ramirez.
    The Journal of Rural Health. December 03, 2015
    Purpose Operating or riding on farm equipment is one of the leading causes of farm‐related injuries and fatalities among children and adolescents. The aim of this study is to examine environment, crash, vehicle, and occupant characteristics and the probability of injury, given a crash, in youth under age 18 on farm equipment. Method Data from the Departments of Transportation on farm equipment‐related crashes across 9 Midwestern states from 2005‐2010 were used. Odds ratios were calculated using logistic regression to assess the relationship between environment, crash, vehicle, and occupant characteristics and the probability of injury, given a crash. Findings A total of 434 farm equipment‐related crashes involved 505 child or adolescent occupants on farm equipment: 198 passengers and 307 operators. Passengers of farm equipment had 4.1 higher odds of injury than operators. Occupants who used restraints had significantly lower odds of injury than those who did not. Furthermore, occupants on farm equipment that was rear‐ended or sideswiped had significantly lower odds of injury compared to occupants on farm equipment involved in noncollision crashes. Likewise, occupants on farm equipment that was impacted while turning had significantly lower odds of injury compared to those on equipment that was impacted while moving straight. Conclusion Precautions should be taken to limit or restrict youth from riding on or operating farm equipment. These findings reiterate the need to enforce policies that improve safety measures for youth involved in or exposed to agricultural tasks.
    December 03, 2015   doi: 10.1111/jrh.12162   open full text
  • Rural Bypass for Elective Surgeries.
    Paula A.M. Weigel, Fred Ullrich, Chance N. Finegan, Marcia M. Ward.
    The Journal of Rural Health. December 01, 2015
    Purpose Rural bypass of Critical Access Hospitals (CAHs) for elective inpatient and outpatient surgical procedures has not been studied. Residents choosing to have their elective surgeries elsewhere, when the local CAH provides those surgical services, erode their rural hospital's financial base. The purpose of this research is to describe the elective surgical bypass rate, the procedures most commonly bypassed by rural residents, the distribution of volume among CAHs that offer elective surgical services, and factors predictive of bypass. Methods A sample of elective surgery discharges was created from the 2011 Healthcare Cost and Utilization Project State Inpatient Databases and State Ambulatory Surgery Databases for Colorado, North Carolina, Vermont, and Wisconsin. Frequencies of procedures bypassed and CAH volume distribution were performed. Logistic regression was used to model factors associated with rural bypass for elective surgical care. Findings The rural bypass rate for elective surgical procedures is 48.4%. Procedures bypassed most are operations on the musculoskeletal system, eye, and digestive system. Annual volume distribution for elective surgical procedures among CAHs varied widely. Patients who are younger, medically complex, at higher surgical risk, and have private insurance are at higher odds of bypass. Patients are also more likely to bypass low‐volume hospitals. Conclusion Rural hospitals should consider developing surgical services that are performed electively and on an outpatient basis that are attractive to a broader rural population. CAHs that already offer elective surgical procedures and yet who are still bypassed must examine the mutable factors that drive bypass behavior.
    December 01, 2015   doi: 10.1111/jrh.12163   open full text
  • Gay Acres: Sexual Orientation Differences in Health Indicators Among Rural and Nonrural Individuals.
    Grant W. Farmer, John R. Blosnich, Jennifer M. Jabson, Derrick D. Matthews.
    The Journal of Rural Health. December 01, 2015
    Purpose Geographic location is a significant factor that influences health status and health disparities. Yet, little is known about the relationship between geographic location and health and health disparities among lesbian, gay, and bisexual (LGB) persons. This study used a US population‐based sample to evaluate the associations of sexual orientation with health indicators by rural/nonrural residence. Methods Data were pooled from the 10 states that collected sexual orientation in the 2010 Behavioral Risk Factor Surveillance System surveys. Rural status was defined using metropolitan statistical area, and group differences by sexual orientation were stratified by gender and rural/nonrural status. Chi‐square tests for categorical variables were used to assess bivariate relationships. Multivariable logistic regression models stratified by gender and rural/nonrural status were used to assess the association of sexual orientation to health indicators, while adjusting for age, race/ethnicity, education, and partnership status. All analyses were weighted to adjust for the complex sampling design. Findings Significant differences between LGB and heterosexual participants emerged for several health indicators, with bisexuals having a greater number of differences than gay men/lesbians. There were fewer differences in health indicators for rural LGB participants compared to heterosexuals than nonrural participants. Conclusions Rural residence appears to influence the pattern of LGB health disparities. Future work is needed to confirm and identify the exact etiology or rural/nonrural differences in LGB health.
    December 01, 2015   doi: 10.1111/jrh.12161   open full text
  • Is Travel Time to Colonoscopy Associated With Late‐Stage Colorectal Cancer Among Medicare Beneficiaries in Iowa?
    Mary E. Charlton, Kevin A. Matthews, Anne Gaglioti, Camden Bay, Bradley D. McDowell, Marcia M. Ward, Barcey T. Levy.
    The Journal of Rural Health. November 26, 2015
    Background Colorectal cancer (CRC) screening has been shown to decrease the incidence of late‐stage colorectal cancer, yet a substantial proportion of Americans do not receive screening. Those in rural areas may face barriers to colonoscopy services based on travel time, and previous studies have demonstrated lower screening among rural residents. Our purpose was to assess factors associated with late‐stage CRC, and specifically to determine if longer travel time to colonoscopy was associated with late‐stage CRC among an insured population in Iowa. Methods SEER‐Medicare data were used to identify individuals ages 65 to 84 years old diagnosed with CRC in Iowa from 2002 to 2009. The distance between the centroid of the ZIP code of residence and the ZIP code of colonoscopy was computed for each individual who had continuous Medicare fee‐for‐service coverage for a 3‐ to 4‐month period prior to diagnosis, and a professional claim for colonoscopy within that time frame. Demographic characteristics and travel times were compared between those diagnosed with early‐ versus late‐stage CRC. Also, demographic differences between those who had colonoscopy claims identified within 3‐4 months prior to diagnosis (81%) were compared to patients with no colonoscopy claims identified (19%). Results A total of 5,792 subjects met inclusion criteria; 31% were diagnosed with early‐stage versus 69% with late‐stage CRC. Those divorced or widowed (vs married) were more likely to be diagnosed with late‐stage CRC (OR: 1.20, 95% CI: 1.06‐1.37). Travel time was not associated with diagnosis of late‐stage CRC. Discussion Among a Medicare‐insured population, there was no relationship between travel time to colonoscopy and disease stage at diagnosis. It is likely that factors other than distance to colonoscopy present more pertinent barriers to screening in this insured population. Additional research should be done to determine reasons for nonadherence to screening among those with access to CRC screening services, given that over two‐thirds of these insured individuals were diagnosed with late‐stage CRC.
    November 26, 2015   doi: 10.1111/jrh.12159   open full text
  • Rural‐Urban Differences in Costs of End‐of‐Life Care for Elderly Cancer Patients in the United States.
    Hongmei Wang, Fang Qiu, Eugene Boilesen, Preethy Nayar, Lina Lander, Kate Watkins, Shinobu Watanabe‐Galloway.
    The Journal of Rural Health. November 20, 2015
    Purpose The objective of this study was to examine the rural‐urban differences in Medicare expenditures on end‐of‐life care for elderly cancer patients in the United States. Methods We analyzed Medicare claims data for 175,181 elderly adults with lung, colorectal, female breast, or prostate cancer diagnosis who died in 2008. The end‐of‐life costs were quantified as total Medicare expenditures for the last 12 months of care including inpatient, outpatient, physician services, hospice, home health, skilled nursing facilities (SNF), and durable medical expenditure. Linear regression models were used to estimate rural‐urban differences in log‐transformed end‐of‐life costs and logistic regressions were used to estimate probability of service use, adjusting for demographics, socioeconomic status, and comorbidities. Findings On average, elderly cancer patients cost Medicare $51,273, $50,274, $62,815, and $50,941 in the last year for breast, prostate, colorectal, and lung cancer, respectively. Rural patients cost Medicare about 10%, 6%, 8%, and 4% less on end‐of‐life care than their urban counterparts for breast, prostate, colorectal, and lung cancer, respectively. Rural cancer patients were less likely to use hospice and home health, more likely to use outpatient and SNF, and they cost Medicare less on inpatient and physician services and more on outpatient care conditional on service use. Conclusions The lower Medicare spending on end‐of‐life care for the rural cancer patients suggests disparities based on place of residence. A future study that delineates the source of the rural‐urban difference can help us understand whether it indicates inappropriate level of palliative care and find effective policies to reduce the urban‐rural disparities.
    November 20, 2015   doi: 10.1111/jrh.12160   open full text
  • Increasing the Rural Physician Workforce: A Potential Role for Small Rural Medical School Campuses.
    William J. Crump, R. Steve Fricker, Craig H. Ziegler, David L. Wiegman.
    The Journal of Rural Health. October 30, 2015
    Purpose To address the issue of physician maldistribution, some medical schools have rural‐focused efforts, and many more are in the planning or early implementation stage. The best duration and structure of the rural immersion experience are unclear, and the relative effects of rural upbringing and rural training on subsequent rural practice choice are often difficult to determine. Methods To determine the effect of adding a rural clinical campus to our school, we analyzed the variables of rural upbringing, demographics, family medicine residency choice, and campus participation using a multivariate model for association with rural practice choice. We included graduates from the classes of 2001‐2008 from both campuses (urban and rural) in the analysis. Findings We found similar associations to those reported previously of rural upbringing (OR = 2.67 [1.58‐4.52]) and family medicine residency (OR = 5.08 [2.88‐8.98]) with rural practice choice. Even controlling for these 2 variables, participation in the full 2 years at the rural clinical campus showed the strongest association (OR = 5.46 [2.61‐11.42]). All 3 associations were significant at P < .001, and no other variables were significant. Conclusions We conclude that the investment of resources in our rural campus may add an increment to rural practice choice beyond the established associations with rural upbringing and family medicine residency. The decision of practice site choice is complex, and collaborative studies that include data from several schools with differently structured rural exposures, including those with rural clinical campuses, are needed.
    October 30, 2015   doi: 10.1111/jrh.12156   open full text
  • Rural‐Urban Differences in Alzheimer's Disease and Related Disorders Diagnostic Prevalence in Kentucky and West Virginia.
    Erin L. Abner, Gregory A. Jicha, W. Jay Christian, Bernard G. Schreurs.
    The Journal of Rural Health. October 30, 2015
    Purpose Older adults living in rural areas may face barriers to obtaining a diagnosis of Alzheimer's disease and related disorders (ADRD). We sought to examine rural‐urban differences in prevalence of ADRD among Medicare beneficiaries in Kentucky and West Virginia, 2 contiguous, geographically similar states with large rural areas and aged populations. Methods We used Centers for Medicare and Medicaid Services Public Use Files data from 2007 to 2013 to assess prevalence of ADRD at the county level among all Medicare beneficiaries in each state. Rural‐Urban Continuum Codes were used to classify counties as rural or urban. We used Poisson regression to estimate unadjusted and adjusted prevalence ratios. Primary analyses focused on 2013 data and were repeated for 2007 to 2012. This study was completely ecologic. Findings After adjusting for state, average beneficiary age, percent of female beneficiaries, percent of beneficiaries eligible for Medicaid in each county, Central Appalachian county, percent of age‐eligible residents enrolled in Medicare, and percent of residents under age 65 enrolled in Medicare in our adjusted models, we found that 2013 ADRD diagnostic prevalence was 11% lower in rural counties (95% CI: 9%‐13%). Conclusions Medicare beneficiaries in rural counties in Kentucky and West Virginia may be underdiagnosed with respect to ADRD. However, due to the ecologic design, and evidence of a younger, more heavily male beneficiary population in some rural areas, further studies using individual‐level data are needed to confirm the results.
    October 30, 2015   doi: 10.1111/jrh.12155   open full text
  • Parkinson's Disease and Pesticides Exposure: New Findings From a Comprehensive Study in Nebraska, USA.
    Neng Wan, Ge Lin.
    The Journal of Rural Health. October 30, 2015
    Background The association between exposure to agricultural pesticides and Parkinson's Disease (PD) has long been a topic of study in the field of environmental health. This research takes advantage of the unique Nebraska PD registry and state‐level crop classification data to investigate the PD‐pesticides exposure relationship. Methods First, Geographic Information System and satellite remote sensing data were adopted to calculate exposure to different pesticides for Nebraska residents. An integrated spatial exploratory framework was then adopted to explore the association between PD incidence and exposure to specific pesticide ingredients at the county level. Results Our results reveal similarities in geographic patterns of pesticide exposure and PD incidence. The regression analyses indicate that, for most Nebraska counties, PD incidence was significantly associated with exposure to certain pesticide ingredients such as alachlor and broxomy. However, the results also suggest that factors other than pesticide exposure may help further explain the risk of PD at the county level. Conclusions We found significant associations between PD incidence and exposure to different pesticide ingredients. These results have useful implications for PD prevention in Nebraska and other agricultural states in the United States.
    October 30, 2015   doi: 10.1111/jrh.12154   open full text
  • Rural‐Urban Differences in Chronic Disease and Drug Utilization in Older Oregonians.
    Leah M. Goeres, Allison Gille, Jon P. Furuno, Deniz Erten‐Lyons, Daniel M. Hartung, James F. Calvert, Sharia M. Ahmed, David S.H. Lee.
    The Journal of Rural Health. October 30, 2015
    Purpose To characterize disease burden and medication usage in rural and urban adults aged ≥85 years. Methods This is a secondary analysis of 5 years of longitudinal data starting in the year 2000 from 3 brain‐aging studies. Cohorts consisted of community‐dwelling adults: 1 rural cohort, the Klamath Exceptional Aging Project (KEAP), was compared to 2 urban cohorts, the Oregon Brain Aging Study (OBAS) and the Dementia Prevention study (DPS). In this analysis, 121 participants were included from OBAS/DPS and 175 participants were included from KEAP. Eligibility was determined based on age ≥85 years and having at least 2 follow‐up visits after the year 2000. Disease burden was measured by the Modified Cumulative Illness Rating Scale (MCIRS), with higher values representing more disease. Medication usage was measured by the estimated mean number of medications used by each cohort. Findings Rural participants had significantly higher disease burden as measured by MCIRS, 23.0 (95% CI: 22.3‐23.6), than urban participants, 21.0 (95% CI: 20.2‐21.7), at baseline. The rate of disease accumulation was a 0.2 increase in MCIRS per year (95% CI: 0.05‐0.34) in the rural population. Rural participants used a higher mean number of medications, 5.5 (95% CI: 4.8‐6.1), than urban participants, 3.7 (95% CI: 3.1‐4.2), at baseline (P < .0001). Conclusions These data suggest that rural and urban Oregonians aged ≥85 years may differ by disease burden and medication usage. Future research should identify opportunities to improve health care for older adults.
    October 30, 2015   doi: 10.1111/jrh.12153   open full text
  • Do Rural Patients in Canada Underutilize Preventive Care for Myocardial Infarction?
    Deborah Cohen, Douglas G. Manuel, Claudia Sanmartin.
    The Journal of Rural Health. October 30, 2015
    Purpose The objective of this study was to explore Canadian rural‐urban differences in the use of primary and secondary preventive diagnostic services for acute myocardial infarction (AMI)—a condition that is amenable to primary health care prevention efforts. Methods We examined primary and secondary preventive care services utilized 2 years prior to a patient's first AMI in a cohort of 30,491 patients in Ontario, Canada, from 2010 to 2012. Using logistic regression, rural‐urban differences in lipid testing, glucose testing, stress testing, electrocardiograms, and echocardiograms in middle‐age and senior patients were examined. Findings The odds of rural patients receiving care for primary preventive screening were more than 50% lower than the odds for urban patients, with rural seniors being the most affected. Lipid testing: middle‐age OR 0.519 (95% CI, 0.469‐0.574), senior OR 0.422 (0.386‐0.460); glucose testing: middle‐age OR 0.471 (0.426‐0.521), senior OR 0.359 (0.328‐0.394). The odds of rural patients receiving secondary preventive diagnostic care were also lower than the odds for urban patients, but differences between the age groups were not as apparent. Stress testing: middle‐age OR 0.745 (95%CI, 0.642‐0.866), senior OR 0.726 (0.643‐0.820); electrocardiogram: middle‐age OR 0.815 (0.737‐0.901), senior OR 0.724 (0.659‐0.795); echocardiogram: middle‐age OR 0.755 (0.655‐0.869), senior OR 0.746 (0.681‐0.818). Conclusions Study results support ongoing concerns related to health care for rural Canadians by demonstrating underutilization of AMI preventive diagnostic care among rural patients. Rural seniors are most at risk. These results have implications for rural health care as well as seniors’ health policy in Canada.
    October 30, 2015   doi: 10.1111/jrh.12158   open full text
  • Disparities in Alcohol, Drug Use, and Mental Health Condition Prevalence and Access to Care in Rural, Isolated, and Reservation Areas: Findings From the South Dakota Health Survey.
    Melinda M. Davis, Margaret Spurlock, Kristen Dulacki, Thomas Meath, Hsin‐Fang (Grace) Li, Dennis McCarty, Donald Warne, Bill Wright, K. John McConnell.
    The Journal of Rural Health. October 30, 2015
    Purpose Research on urban/rural disparities in alcohol, drug use, and mental health (ADM) conditions is inconsistent. This study describes ADM condition prevalence and access to care across diverse geographies in a predominantly rural state. Methods Multimodal cross‐sectional survey in South Dakota from November 2013 to October 2014, with oversampling in rural areas and American Indian reservations. Measures assessed demographic characteristics, ADM condition prevalence using clinical screenings and participant self‐report, perceived need for treatment, health service usage, and barriers to obtaining care. We tested for differences among urban, rural, isolated, and reservation geographic areas, controlling for participant age and gender. Findings We analyzed 7,675 surveys (48% response rate). Generally, ADM condition prevalence rates were not significantly different across geographies. However, respondents in isolated and reservation areas were significantly less likely to have access to primary care. Knowledge of treatment options was significantly lower in isolated regions and individuals in reservation areas had significantly lower odds of reporting receipt of all needed care. Across the sample there was substantial discordance between ADM clinical screenings and participant self‐reported need; 98.1% of respondents who screened positive for alcohol or drug misuse and 63.8% of respondents who screened positive for a mental health condition did not perceive a need for care. Conclusion In a predominantly rural state, geographic disparities in ADM conditions are related to differences in access as opposed to prevalence, particularly for individuals in isolated and reservation areas. Educational interventions about ADM condition characteristics may be as important as improving access to care.
    October 30, 2015   doi: 10.1111/jrh.12157   open full text
  • Differences Among States in Rural Veterans’ Use of VHA and Non‐VHA Hospitals.
    Alan N. West, William B. Weeks, Mary E. Charlton.
    The Journal of Rural Health. October 09, 2015
    Purpose To understand how vouchers for non‐VHA care of VHA‐enrolled veterans might affect rural enrollees, we determined how much enrollees use VHA and non‐VHA inpatient care, and whether this use varies substantially between rural and urban residents depending on state of residence. Methods For veterans listed in the 2007 VHA enrollment file as living in Arizona, Iowa, Louisiana, Tennessee, Florida, South Carolina, Pennsylvania, or New York, we merged 2004‐2007 administrative discharge data for all VHA hospitalizations with all non‐VHA hospitalizations listed in state health department or hospital association databases. Within states, rural and urban residents (RUCA‐defined) were compared on VHA and non‐VHA hospitalization rates, overall and for major diagnostic categories. Findings Non‐VHA hospital use was much greater than VHA use, though it also was more variable across states. In states with higher proportions of urban enrollees, use of non‐VHA hospitals was lower for small or isolated rural town residents than urban residents; in the more rural states, it was greater. Rural enrollees also used VHA hospitals more than urban enrollees if they lived in the South, but they used VHA hospitals less in other states. Findings were consistent across principal diagnoses, except that in every state, rural veterans were hospitalized less often for mental disorders but more for respiratory diseases. Logistic regressions controlling several covariates consistently showed that very rural enrollees relied on VHA hospitals more than urban enrollees. Vouchers would likely increase non‐VHA use more in states with greater rural populations. Conclusions Vouchers for non‐VHA inpatient care might have greater impact in rural states.
    October 09, 2015   doi: 10.1111/jrh.12152   open full text
  • Rural and Urban Differences in Adolescent Alcohol Use, Alcohol Supply, and Parental Drinking.
    Gary C. K. Chan, Janni Leung, Catherine Quinn, Adrian B. Kelly, Jason P. Connor, Megan Weier, Wayne D. Hall.
    The Journal of Rural Health. October 08, 2015
    Purpose Alcohol use is more prevalent in rural than urban areas in adult populations. Few studies have focused on adolescent drinking. This study investigated if adolescents in regional and rural areas of Australia were more likely to drink alcohol and if there were differences in parental drinking and alcohol supply across regions. Methods A subsample from the National Drug Strategy Household Survey 2013, the largest nationally representative household survey on drug use in Australia, was used for this study. Participants who were aged 12‐17 (N = 1,159) and participants who indicated they were parents or guardians of a dependent child (N = 7,059) were included in the analyses. Key measures were adolescent and parental alcohol use, parental supply of alcohol, and drinking location. Findings Compared to those living in major cities, adolescents from inner regional and rural areas were at 85% and 121% higher odds, respectively, of obtaining their first alcohol from parents, and at 131% and 287% higher odds of currently obtaining their alcohol from their parents. Those from rural areas were at 126% higher odds of drinking in the past 12 months. Parents from inner regional and rural areas were at 45% and 63% higher odds, respectively, of heavy drinking; at 27% and 52% higher odds of weekly drinking; and at 26% and 37% higher odds of drinking at home. Conclusions Adolescents from rural areas were at higher risk of alcohol use. Parents in rural areas were more likely to use alcohol in ways that encourage adolescent drinking.
    October 08, 2015   doi: 10.1111/jrh.12151   open full text
  • Enhancing Asthma Self‐Management in Rural School‐Aged Children: A Randomized Controlled Trial.
    Sharon D. Horner, Adama Brown, Sharon A. Brown, D. Lynn Rew.
    The Journal of Rural Health. October 02, 2015
    Purpose To test the effects of 2 modes of delivering an asthma educational intervention on health outcomes and asthma self‐management in school‐aged children who live in rural areas. Methods Longitudinal design with data collected 4 times over 12 months. The target sample was composed of children in grades 2‐5 who had a provider diagnosis of asthma. Elementary schools were stratified into high or low socioeconomic status based on student enrollment in the free or reduced‐cost lunch program. Schools were then randomly assigned to 1 of 3 treatment arms: in‐school asthma class, asthma day camp, or the attention‐control group. Findings Sample retention was good (87.7%) and equally distributed by study arm. Improvements in emergency department visits and office visits were related to attending either the asthma class or asthma day camp. Asthma severity significantly decreased in both asthma treatment groups. Other factors such as hospitalizations, parent asthma management, and child asthma management improved for all groups. Conclusions Both asthma class and asthma day camp yielded significant reductions in asthma severity. There were reductions in the emergency department and office visits for the 2 asthma arms, and hospitalizations declined significantly for all groups. Asthma self‐management also improved in all groups, while it was somewhat higher in the asthma arms. This may be due to the attention being drawn to asthma management by study participation and the action of completing questionnaires about asthma management, asthma symptoms, and health outcomes.
    October 02, 2015   doi: 10.1111/jrh.12150   open full text
  • Rural Enrollment in the Federally Facilitated Marketplace.
    Coleman Drake, Jean M. Abraham, Jeffrey S. McCullough.
    The Journal of Rural Health. September 24, 2015
    Purpose We sought to examine the demographic, market, and policy‐related factors influencing first year enrollment rates for the population targeted by the Health Insurance Marketplaces (HIMs) established as part of the Affordable Care Act. In particular, we analyzed differences in enrollment rates across urban and rural counties in 32 states served by the Federally Facilitated Marketplace. Methods We used enrollment data from the Assistant Secretary for Planning and Evaluation of the US Department of Health and Human Services and demographic data from the American Community Survey, supplemented with other market and policy‐related information. Using multivariate regression, we investigated how county‐level enrollment rates are associated with demographic, market and policy‐related characteristics, including rurality. Findings Relative to an adjusted mean enrollment rate of 17.1% for large metropolitan counties, small metropolitan counties have a 2.8% lower enrollment rate and rural counties have a 2.7% lower enrollment rate. States’ decisions to expand Medicaid and to have the federal government fully manage the HIM are both negatively associated with enrollment rates. Partnership HIMs exhibit a positive association with enrollment rates as do navigator grants, but the latter relationship is only present in counties located in Medicaid expansion states. Conclusions Enrollment rates vary by rurality, but differences are statistically significant only between large metropolitan counties and all other types of counties—small metropolitan, micropolitan, and noncore. State‐level policies, particularly Medicaid expansion, have the largest association with enrollment rates among the explanatory variables examined in the model.
    September 24, 2015   doi: 10.1111/jrh.12149   open full text
  • Changes in the Supply of US Rural Health Centers, 2000‐2011: Implications for Rural Minority Communities.
    Michelle Ko, Janet R. Cummings, Ninez A. Ponce.
    The Journal of Rural Health. September 16, 2015
    Purpose Rural Health Clinics (RHCs) and Federally Qualified Health Centers (FQHCs) provide primary care in rural areas with a shortage of providers. This paper examines whether racial and ethnic minority composition was related to changes in the supply of RHCs and FQHCs in rural counties from 2000 to 2011. Methods We conducted a retrospective cohort study of rural counties using the Area Health Resource File 2012‐2013. We examined rural counties defined as non‐Core‐Based Statistical Areas, with complete data on county characteristics for the study period (N = 1,349). Logistic regression analyses estimated associations between percentage of minority residents, and net gains and losses of RHCs and FQHCs, adjusting for total population, percentage of elderly residents, infant mortality rate, poverty rate, and physician, hospital, and clinic supply. Model estimates were used to calculate the predicted probability of outcomes across a range of minority percentage, from the 10th (≤1.6%) to 90th (≥46%) percentile of rural counties. Findings In high‐minority counties, the predicted probability of a net gain in any type of clinic was 28.6% (95% CI: 21.3‐35.8), versus 46.4% (95% CI: 40.0‐52.8) for low‐minority counties. High‐minority counties were also more likely to experience a net decline in RHCs. Conclusions During a period of substantial growth in both programs, the percentage of minority residents was negatively associated with gaining new clinics of either type. Policy makers may need to consider targeting rural minority communities for additional primary care workforce support.
    September 16, 2015   doi: 10.1111/jrh.12147   open full text
  • Associations of Provider‐to‐Population Ratios and Population Health by County‐Level Rurality.
    Bronwyn E. Fields, Jeri L. Bigbee, Janice F. Bell.
    The Journal of Rural Health. September 03, 2015
    Purpose To explore the relationship between provider‐to‐population ratios, rurality and population health in the United States using counties as the unit of analysis. Method Population ratios for registered nurses (RNs), primary care physicians, and dentists were included in multivariable regression analyses. Population health indices assessed were premature death rate, self‐rated health, teen birth rate, and mammography screening rate. Findings County levels of health and health care providers per capita declined as rurality increased. In adjusted regression models, the highest RN‐to‐population ratio was associated with significantly better health measures in most urban/rural categories, with the magnitude of these associations generally increasing as rurality increased. In the smallest rural counties, the highest RN‐to‐population quartile was associated with 1,655 fewer years of potential life lost (YPLL), 2% lower rates of poor or fair health, 11/1,000 fewer teen births, and 6% more mammography screening relative to the lowest quartile. For primary care physicians, more significant associations were found in medium and small rural counties where the highest quartile was associated with 1,482 fewer YPLL, 3% lower rates of poor or fair health, 7/1,000 fewer teen births, and 4% more mammography screening. The highest quartile of dentist‐to‐population ratio was generally associated with lower rates of premature death and poor or fair health in urban, large‐, and medium‐sized rural counties, but not in small rural counties. Conclusions The consistency of the results by provider type suggests that the supply of health care professionals, particularly in rural areas, positively impacts the health of the population.
    September 03, 2015   doi: 10.1111/jrh.12143   open full text
  • Rural‐Urban Differences in Perceptions of Child Overweight Among Children and Adolescents, Their Guardians and Health Care Professionals in the United States.
    Yelena N. Tarasenko, Chen Chen, K. Bryant Smalley, Jacob Warren.
    The Journal of Rural Health. August 12, 2015
    Research Objective Children and adolescents residing in rural environments with higher prevalence of an overweight population may develop inaccurate perceptions of a healthy weight. This study examines rural‐urban differences in perceptions of child overweight among overweight (85 ≤ BMI percentile < 95) and obese children (BMI percentile ≥ 95), their guardians and health care providers (HCPs), and children's concomitant weight control. Methods The cross‐sectional study was based on the 2005‐2010 NHANES data (1,844 overweight and obese children and adolescents, aged 8‐15 years). Rurality was defined using the 2003 RUCC. The weight status was based on the standardized measures of children's height and weight. Children reported whether they considered themselves overweight and whether they were trying to lose weight. Proxy respondents (ie, guardians) reported whether they considered their child to be overweight and whether an HCP had ever told them their child was overweight. Weighted percentages and predicted probabilities from multivariable logistic regressions were calculated, accounting for the complex, multistage, probability sampling design and nonresponse. Findings Rural residents comprised 18.8% of the study population; 41.8% of them were overweight and 58.2% were obese compared to 46.7% and 53.3% of urban peers, respectively. Misperceptions of children's weight status were 11.3 and 6.0 percentage points higher in rural children and their guardians, respectively. Recall of an HCP identification of child overweight was 6.3 percentage points lower among rural versus urban guardians. Conclusion Obesity prevention efforts may be fostered by improving accuracy of child overweight perceptions. This may be particularly impactful in rural settings, where weight misperceptions are high.
    August 12, 2015   doi: 10.1111/jrh.12135   open full text
  • Factors Influencing Mental Health Screening and Treatment Among Women in a Rural South Central Appalachian Primary Care Clinic.
    Sarah K. Hill, Peggy Cantrell, Joellen Edwards, Will Dalton.
    The Journal of Rural Health. August 06, 2015
    Purpose Some of the most significant mental health concerns among US adults are depression, anxiety, substance abuse, and intimate partner violence. These concerns represent an ever‐growing portion of the primary care population, especially in rural areas. However, few studies have examined factors influencing screening and treatment of these concerns by primary care providers, particularly in Appalachia. This study explores barriers and facilitators to mental health screening and treatment among women at a rural, primary care clinic in Appalachia. Methods Eighteen patients and 4 providers were interviewed face‐to‐face. Thematic analysis was used to identify emergent themes. Findings Patients identified 3 barriers (stigma, lack of support, and lack of education) and 2 facilitators (integrated care and positive experiences with providers). Providers identified 4 barriers (operational barriers, mental health competence, predicted patient reactions, and patient attitudes) and 3 facilitators (clinic characteristics, provider characteristics, and patient and provider education). Generally, patients focused more on individual and social factors influencing mental health service use, while providers were more aware of training gaps, logistical factors at the clinic, and systemic issues within the larger health care system. Both participant types emphasized specific interpersonal qualities and the importance of integrated services. Conclusions Screening and treatment may be influenced by the availability and advertisement of integrated services, institutional support, strong patient‐provider relationships, and provider training and experience. For rural south central Appalachia women, limited mental health resources may make these factors even more salient.
    August 06, 2015   doi: 10.1111/jrh.12134   open full text
  • Optimizing Implementation of Obesity Prevention Programs: A Qualitative Investigation Within a Large‐Scale Randomized Controlled Trial.
    Samantha L. Kozica, Helena J. Teede, Cheryce L. Harrison, Ruth Klein, Catherine B. Lombard.
    The Journal of Rural Health. August 06, 2015
    Purpose The prevalence of obesity in rural and remote areas is elevated in comparison to urban populations, highlighting the need for interventions targeting obesity prevention in these settings. Implementing evidence‐based obesity prevention programs is challenging. This study aimed to investigate factors influencing the implementation of obesity prevention programs, including adoption, program delivery, community uptake, and continuation, specifically within rural settings. Methods Nested within a large‐scale randomized controlled trial, a qualitative exploratory approach was adopted, with purposive sampling techniques utilized, to recruit stakeholders from 41 small rural towns in Australia. In‐depth semistructured interviews were conducted with clinical health professionals, health service managers, and local government employees. Open coding was completed independently by 2 investigators and thematic analysis undertaken. Findings In‐depth interviews revealed that obesity prevention programs were valued by the rural workforce. Program implementation is influenced by interrelated factors across: (1) contextual factors and (2) organizational capacity. Key recommendations to manage the challenges of implementing evidence‐based programs focused on reducing program delivery costs, aided by the provision of a suite of implementation and evaluation resources. Informing the scale‐up of future prevention programs, stakeholders highlighted the need to build local rural capacity through developing supportive university partnerships, generating local program ownership and promoting active feedback to all program partners. Conclusion We demonstrate that the rural workforce places a high value on obesity prevention programs. Our results inform the future scale‐up of obesity prevention programs, providing an improved understanding of strategies to optimize implementation of evidence‐based prevention programs.
    August 06, 2015   doi: 10.1111/jrh.12133   open full text
  • Pleasant Events, Hopelessness, and Quality of Life in Rural Older Adults.
    Forrest Scogin, Martin Morthland, Elizabeth A. DiNapoli, Michael LaRocca, William Chaplin.
    The Journal of Rural Health. July 17, 2015
    Purpose Rural older adults are susceptible to depression and reduced quality of life. This study explored contrasting explanations (behavioral vs cognitive route) for the relation of emotional distress with quality of life. Methods This retrospective study included rural older adults (N = 134) with reduced quality of life and increased psychological symptoms. Multiple mediation analysis was conducted to test the indirect effect of engagement in pleasant events and hopelessness on the emotional distress and quality of life relation. Findings Both engagement in pleasant events and hopelessness were found to partially mediate the relation between emotional distress and quality of life. Conclusions Targeting both hopelessness and engagement in pleasant events may be helpful in improving the quality of life of vulnerable, rural older adults.
    July 17, 2015   doi: 10.1111/jrh.12130   open full text
  • Barriers and Facilitators to Substance Use Treatment in the Rural South: A Qualitative Study.
    Teri Browne, Mary Ann Priester, Stephanie Clone, Aidyn Iachini, Dana DeHart, Robert Hock.
    The Journal of Rural Health. July 15, 2015
    Purpose Little qualitative research has examined factors associated with care in substance abuse treatment agencies in Southeastern rural communities. This study explored client‐ and agency stakeholder‐perceived barriers and facilitators to substance use treatment delivery in southeastern rural communities. Methods Group and individual interviews were conducted with 40 key stakeholders and 40 clients at 9 substance abuse agencies serving rural communities in a southeastern state. Qualitative thematic analysis was used to identify perceived barriers and facilitators to substance abuse services in rural communities. Findings Four primary themes emerged from the client and stakeholder interviews as both barriers and facilitators: availability of services for individuals with substance use disorders; access to the current technology for client services and agency functioning; cost of services; and stigma. Conclusions This study identifies novel barriers and facilitators to substance use care in the rural South and highlights essential areas for consideration when developing and implementing substance use care in this geographic region. These findings can be used as guidelines to provide better care to individuals with substance use disorders living in rural communities.
    July 15, 2015   doi: 10.1111/jrh.12129   open full text
  • Interorganizational Relationship Trends of Critical Access Hospitals.
    Larry R. Hearld, Nathaniel W. Carroll.
    The Journal of Rural Health. July 15, 2015
    Purpose Examine the types of interorganizational relationships (IORs)—defined as formal linkages between 2 or more organizations to produce or coordinate some good or service—pursued by Critical Access Hospitals (CAHs), how these relationship patterns have changed over time, and how these relationships compare to non‐CAHs. Methods We used univariate analyses to describe the prevalence of different types of formal horizontal (eg, system affiliation) and vertical (eg, physician organization, nursing home ownership) relationships for CAHs over time (2002‐2012) and chi‐square tests to compare the prevalence of these relationships to non‐CAHs. Findings Contract management relationships were more prevalent among CAHs than other types of hospitals, and they declined over time for all types of hospitals. Network membership was more common among CAHs compared to rural, non‐CAHs. Tightly integrated relationships with physician organizations were more common among CAHs, relative to rural, non‐CAHs. Nursing home ownership was more prevalent among CAHs and rural, non‐CAHs relative to urban, non‐CAHs, but it declined over time for all hospital types. Conclusions Our findings highlight a number of differences in the types of IORs pursued by CAHs relative to other types of hospitals and raise questions about the role of the Medicare Rural Hospital Flexibility Program in stimulating these differences. Our findings also suggest that even though the prevalence of hospitals engaging in any horizontal or vertical strategy was relatively stable, the fluctuations in the particular forms of these IORs were more dramatic.
    July 15, 2015   doi: 10.1111/jrh.12131   open full text
  • Rural‐Urban Differences in Prostate‐Specific Antigen (PSA) Screening and Its Outcomes in New Zealand.
    Zuzana Obertová, Fraser Hodgson, Joseph Scott‐Jones, Charis Brown, Ross Lawrenson.
    The Journal of Rural Health. July 14, 2015
    Purpose To examine prostate‐specific antigen (PSA) screening patterns and outcomes in rural and urban men in New Zealand. Methods Men aged 40+ years were identified from 18 rural and 13 urban general practices across the Midland Cancer Network region. Computerized practice records were cross‐referenced with community laboratory data to ascertain the number and level of PSA tests undertaken in 2010 and 3 years prior. For men with an elevated PSA result in 2010, practice records were searched for information on specialist visits, and they were cross‐referenced with histology reports regarding biopsy and prostate cancer diagnosis. Findings The study population included 34,960 men aged 40+ years, of whom 48% were enrolled in rural practices. Men in rural practices were 43% less likely to be screened with a PSA test in 2010, but they were 53% more likely to have an elevated PSA result. The prostate cancer detection rate from all screened men was 6 per 1,000 for rural men compared with 3 per 1,000 for urban men. Rural men were more likely diagnosed with Gleason score 9 tumors and metastatic disease. Conclusion Significant differences were found in PSA screening patterns between rural and urban general practices. Due to lower screening rates, rural men were more likely to be diagnosed with prostate cancer when screened and also seemed to be diagnosed with more advanced disease compared with urban men. Despite ongoing discussions about the benefits and harms of PSA screening, PSA testing as such seems to be under‐utilized in New Zealand rural practices.
    July 14, 2015   doi: 10.1111/jrh.12127   open full text
  • The Rising Rate of Rural Hospital Closures.
    Brystana G. Kaufman, Sharita R. Thomas, Randy K. Randolph, Julie R. Perry, Kristie W. Thompson, George M. Holmes, George H. Pink.
    The Journal of Rural Health. July 14, 2015
    Purpose Since 2010, the rate of rural hospital closures has increased significantly. This study is a preliminary look at recent closures and a formative step in research to understand the causes and the impact on rural communities. Methods The 2009 financial performance and market characteristics of rural hospitals that closed from 2010 through 2014 were compared to rural hospitals that remained open during the same period, stratified by critical access hospitals (CAHs) and other rural hospitals (ORHs). Differences were tested using Pearson's chi‐square (categorical variables) and Wilcoxon rank test of medians. The relationships between negative operating margin and (1) market factors and (2) utilization/staffing factors were explored using logistic regression. Findings In 2009, CAHs that subsequently closed from 2010 through 2014 had, in general, lower levels of profitability, liquidity, equity, patient volume, and staffing. In addition, ORHs that closed had smaller market shares and operated in markets with smaller populations compared to ORHs that remained open. Odds of unprofitability were associated with both market and utilization factors. Although half of the closed hospitals ceased providing health services altogether, the remainder have since converted to an alternative health care delivery model. Conclusions Financial and market characteristics appear to be associated with closure of rural hospitals from 2010 through 2014, suggesting that it is possible to identify hospitals at risk of closure. As closure rates show no sign of abating, it is important to study the drivers of distress in rural hospitals, as well as the potential for alternative health care delivery models.
    July 14, 2015   doi: 10.1111/jrh.12128   open full text
  • Discordance Between Patient and Clinician Experiences and Priorities in Rural Interhospital Transfer: A Mixed Methods Study.
    Nicholas M. Mohr, Terrence S. Wong, Brett Faine, Adam Schlichting, Joseph Noack, Azeemuddin Ahmed.
    The Journal of Rural Health. July 14, 2015
    Purpose Rural emergency department (ED) patients require interhospital transfer for definitive care at nearly 6 times the national rate, yet transfer decision‐making is variable. The goal of this study was to understand patient experiences, preferences, and decision‐making in the rural interhospital transfer process, and to measure the concordance between patient opinions and provider perceptions. Methods Ours is a mixed methods study of patients transferred to a 711‐bed Midwestern academic medical center and the emergency physicians in community hospitals. Qualitative interviews were conducted by a single research assistant with admitted patients transferred from an ED, and a corresponding survey was distributed to community emergency physicians. Standardized scenarios were posed to both groups to understand transfer priorities. Findings Seventy‐nine patients and 40 physicians participated in this study. Patients and physicians cited proximity to home, medical expertise, a personal relationship with a health care provider, health insurance, privacy concerns, and patient choice as the primary factors that influenced patient transfer priorities. Compared with patient respondents, physicians overestimated the patient‐perceived importance of proximity to home (P = .015) and being cared for by a personal physician (P = .049), but they underestimated the value of receiving treatment in a comprehensive medical center (P = .002). In standardized scenarios, physicians agreed with patients in transfer preferences for conditions requiring neurosurgical consultation, but they underestimated patients’ desire for transfer for pneumonia requiring mechanical ventilation. Conclusion Patients and physicians recognize similar factors that influence patient preferences in interhospital ED transfer, but physicians may overestimate the value of nonmedical influences on decision‐making priorities.
    July 14, 2015   doi: 10.1111/jrh.12125   open full text
  • Participants’ Reactions to and Suggestions for Conducting Intimate Partner Violence Research: A Study of Rural Young Adults.
    Katie M. Edwards, Kayleigh Greaney, Kelly M. Palmer.
    The Journal of Rural Health. July 14, 2015
    Purpose To document rural young adults’ reasons for emotional reactions to participating in intimate partner violence (IPV) research as well as to hear young adults’ perspectives on how to most effectively conduct comprehensive IPV research in their rural communities. Methods The data presented in this paper draw from 2 studies (ie, an online survey study and an in‐person or telephone interview study) that included the same 16 US rural counties in New England and Appalachia. Participants, 47% of whom were in both studies, were young (age range 18‐24), white (92%‐94%), heterosexual (89%‐90%), female (62%‐68%), and mostly low to middle income. Findings Nine percent of participants reported they were upset by the questions due to personal experiences with IPV or for other reasons not related to personal IPV experiences. Forty percent of participants reported they personally benefited from participating in the study, and they provided various reasons for this benefit. Regarding suggestions for conducting IPV research with rural young adults, participants believed that both online recruitment and online data collection methods were the best ways to engage young adults, although many participants suggested that more than 1 modality was ideal, which underscores the need for multimethod approaches when conducting research with rural young adults. Conclusions These findings are reassuring to those committed to conducting research on sensitive topics with rural populations and also shed light on best practices for conducting this type of research from the voices of rural young adults themselves.
    July 14, 2015   doi: 10.1111/jrh.12126   open full text
  • “A Lot of Things Passed Me by”: Rural Stroke Survivors’ and Caregivers’ Experience of Receiving Education From Health Care Providers.
    Megan M. Danzl, Anne Harrison, Elizabeth G. Hunter, Janice Kuperstein, Violet Sylvia, Katherine Maddy, Sarah Campbell.
    The Journal of Rural Health. June 22, 2015
    Purpose The purpose of this study is to examine rural Appalachian Kentucky stroke survivors’ and caregivers’ experiences of receiving education from health care providers with the long‐term goal of optimizing educational interactions and interventions for an underserved population. Methods An interprofessional research team, representing nursing, occupational therapy, physical therapy, and speech language pathology, conducted a qualitative descriptive study involving semistructured interviews with 13 stroke survivors and 12 caregivers. Qualitative content analysis included predetermined and emerging coding. This article presents an in‐depth analysis of a subset of data from the coding scheme of a larger study that examined the overall experience of stroke for participants. Findings Findings are presented within a developing model of patient and caregiver education constructs including providers and receivers of education and the content, timing, and delivery of information. Conclusions Understanding the experience of receiving education for survivors and caregivers will help practitioners provide the right education, to the right people, at the right time, and in the right way to better support underserved groups. Improving patient and caregiver education is paramount to supporting health behavior change to optimize life poststroke and prevent future strokes. Our results suggest the need for improved access to educational providers, proactive identification of informational needs by providers, greater inclusion of caregivers in education, enhanced communication with information provision, and education from multiple providers using multiple delivery methods at multiple time points.
    June 22, 2015   doi: 10.1111/jrh.12124   open full text
  • Changing a Dangerous Rural Cultural Tradition: A Randomized Control Study of Youth as Extra Riders on Tractors.
    Zolinda Stoneman, Hamida Amirali Jinnah, Glen C. Rains.
    The Journal of Rural Health. May 06, 2014
    Purpose This study used a randomized control design to evaluate the effectiveness of AgTeen, an in‐home, family‐based farm safety intervention, in decreasing extra riding on tractors by youth. Having children as extra riders on tractors has deep roots in farm culture, but it can result in serious injury or death. Methods The study randomized 151 families into 3 groups: parent‐led intervention (fathers taught their families about farm safety), staff‐led intervention (staff members who were peer farmers taught families), and a no‐treatment control. Mothers, fathers, and all children aged 10‐19 participated in the lessons. Findings At study entry, 93% of youth reported that they had been an extra rider on a tractor in the past year. Although they were aware of the injury risk, fathers frequently gave tractor rides to their children. After the intervention, fathers in both AgTeen groups were less likely than control fathers to give youth tractor rides. Intervention youth were less likely than control youth to be extra riders. The intervention positively affected the extra‐riding attitudes and injury risk perceptions of mothers and fathers. The parent‐led and staff‐led groups did not significantly differ across study outcomes. Conclusions Findings confirm the effectiveness of a family‐based intervention in decreasing extra riding on tractors by youth.
    May 06, 2014   doi: 10.1111/jrh.12073   open full text
  • Quality of End‐of‐Life Care Among Rural Medicare Beneficiaries With Colorectal Cancer.
    Shinobu Watanabe‐Galloway, Wanqing Zhang, Kate Watkins, KM Islam, Preethy Nayar, Eugene Boilesen, Lina Lander, Hongmei Wang, Fang Qiu.
    The Journal of Rural Health. May 06, 2014
    Background Although previous research has documented rural disparities in hospice use, limited data exist on the roles of geographic access in different types of end‐of‐life indicators among cancer survivors. Methods Medicare claims data were used to identify beneficiaries with colorectal cancer who died in 2008 (N = 34,975). We evaluated rural‐urban differences in ER visits 90 days before death, inpatient hospital admissions ≤90 days before death, intensive care unit (ICU) use ≤90 days before death, hospice care use at any time, and hospice enrollment <3 days before death. Results About 60% of beneficiaries in rural areas lived in counties with the 2 lowest socioecomonic levels compared to only 5.3% of beneficiaries in metropolitan areas. After adjusting for demographic factors and comorbidities, beneficiaries in rural counties had a lower number of ICU days (RR = 0.65) and were less likely to ever use hospice (OR = 0.78) compared to those in metropolitan counties. Beneficiaries from racial/ethnic minority groups, those with lower socioeconomic status, and those with a higher comorbidity index were less likely to ever use hospice but they tended to use ER, inpatient care, and ICU. Conclusions Evidence for disparities due to geographic access and socioeconomic factors warrant increased efforts to remove systemic and structural barriers. Future research should focus on exploring and evaluating potential policy and practice interventions to improve the quality of life among elderly cancer survivors living in rural communities and those from socioeconomically disadvantaged backgrounds.
    May 06, 2014   doi: 10.1111/jrh.12074   open full text
  • METelemedicine: A Pilot Study With Rural Alcohol Users on Community Supervision.
    Michele Staton‐Tindall, Jennifer R. Havens, J. Matthew Webster, Carl Leukefeld.
    The Journal of Rural Health. May 06, 2014
    Purpose This pilot study examined a telemedicine‐based intervention using motivational enhancement therapy (METelemedicine) to reduce alcohol use among a sample of at‐risk, rural alcohol users. Methods A total of 127 rural alcohol users were recruited from community supervision offices and engaged in brief intervention sessions using telemedicine. Analysis examined alcohol outcomes at 3 months postbaseline. Findings Findings indicated that although there were no overall differences between comparison groups on alcohol outcomes, 3+ sessions of METelemedicine significantly reduced the likelihood of any alcohol use by 72% (P < .05). In addition, 3+ sessions of the intervention predicted fewer days of drinking in the follow‐up period, fewer drinks per week, and fewer days experiencing alcohol problems. Conclusions Findings demonstrate that telemedicine may be a promising approach to deliver interventions with alcohol users who may not utilize formal treatment services. This method has potential to decrease some of the barriers to access and use of evidence‐based treatment for populations in need of services.
    May 06, 2014   doi: 10.1111/jrh.12076   open full text
  • The Associations Between Park Environments and Park Use in Southern US Communities.
    Jorge A. Banda, Sara Wilcox, Natalie Colabianchi, Steven P. Hooker, Andrew T. Kaczynski, James Hussey.
    The Journal of Rural Health. April 09, 2014
    Purpose To document park use and park and neighborhood environment characteristics in rural communities, and to examine the relationship between park characteristics and park use. Methods The System for Observing Play and Recreation in Communities measured use in 42 target areas across 6 community parks in May 2010 and October 2010. Direct observation instruments were used to assess park and neighborhood environment characteristics. Logistic regression was used to determine the relationship between the condition, number of amenities, and number of incivilities in a target area with target area use. Findings Ninety‐seven people were observed across all parks during May 2010 data collection and 116 people during October 2010 data collection. Low park quality index scores and unfavorable neighborhood environment characteristics were observed. There was a significant positive association between number of incivilities in a target area and target area use (OR = 1.91; 95% CI: 1.09‐3.38; P = .03). Conclusions The number of people observed using the parks in this study was low, and it was considerably less than the number observed in other studies. The objective park and neighborhood environment characteristics documented in this study provide a more comprehensive understanding of parks than other studies. Further examining the complex relationship between park and neighborhood environment characteristics and park use is important, as it can inform park administrators and city planners of characteristics that are best able to attract visitors.
    April 09, 2014   doi: 10.1111/jrh.12071   open full text
  • Urban and Rural Utilization of Evidence‐Based Practices for Substance Use and Mental Health Disorders.
    Jo Ann Walsh Dotson, John M. Roll, Robert R. Packer, Jennifer M. Lewis, Sterling McPherson, Donelle Howell.
    The Journal of Rural Health. April 06, 2014
    Purpose The purpose of the investigation was to examine variations in evidence‐based practice (EBP) utilization between rural and urban mental health and substance abuse prevention provider agencies in Washington State. Methods We conducted a secondary analysis of the 2007 EBP Survey, which was administered to 250 of Washington State Department of Social and Health Services’ contracted mental health and substance abuse treatment agencies. The survey solicited input from solo and group practices across the state on EBP implementation, successes, and challenges. Findings Most mental health and substance abuse treatment agencies used more than 1 EBP, although rural substance abuse agencies were less likely to do so than urban agencies. Rural substance abuse agencies were more likely to be solo than group practices. Urban agencies reporting significantly more collaboration with universities for EBP training, although training by internal staff was the most commonly reported training mechanism regardless of agency focus or location. Over half of agencies reported conducting no systematic assessment of EBPs, and of those who did report systematic assessment, most used outcome monitoring more than program evaluation or benchmarking. Urban and rural mental health and substance abuse prevention providers reported shortages of appropriately trained workforce and financing issues available to pay for EBPs as the greatest barriers to utilization. Conclusions Challenges to EBP utilization and fidelity should be monitored as EBPs contribute to the delivery of high‐quality care. Collaborations between universities and rural agencies may support an agency's abilities to adopt EBPs, train staff, and systematically assess impact.
    April 06, 2014   doi: 10.1111/jrh.12068   open full text
  • Geographic Access and Use of Infectious Diseases Specialty and General Primary Care Services by Veterans With HIV Infection: Implications for Telehealth and Shared Care Programs.
    Michael E. Ohl, Kelly Richardson, Peter J. Kaboli, Eli N. Perencevich, Mary Vaughan‐Sarrazin.
    The Journal of Rural Health. April 06, 2014
    Purpose Rural‐dwelling persons with HIV infection often have limited access to HIV specialty care, and they may instead use more nearby primary care. This study described use of infectious disease (ID) specialty and general primary care services among rural compared with urban veterans with HIV in the United States and determined associations between geographic access to ID and primary care and use of care. Methods The sample included all veterans in the national Veterans Administration (VA) HIV clinical case registry in 2009 (N = 23,669, 10.2% rural). Geographic access was measured by calculating travel times to the nearest VA primary care and ID specialty clinic. Findings Rural veterans were less likely than urban to use ID clinics (82% of rural vs 87% of urban, P < .01) and more likely to use primary care (82% vs 73%, P < .01). As travel time to ID care increased from less than 15 minutes to over 90 minutes, use of ID care decreased from 88% to 71% (P < .01), while use of primary care increased from 68% to 86% (P < .0001). In multivariable models, increased travel time to ID care—but not rural residence—was associated with decreased ID and increased primary care use. Conclusions Persons with HIV who live far from ID specialty clinics are less likely to use specialty care and more likely to use primary care. Specialty clinics should consider using telehealth to deliver care over distance and programs to coordinate “shared care” relationships with distant primary care providers.
    April 06, 2014   doi: 10.1111/jrh.12070   open full text
  • Promoting Youth Physical Activity in Rural Southern Communities: Practitioner Perceptions of Environmental Opportunities and Barriers.
    Michael B. Edwards, Daniel S. Theriault, Kindal A. Shores, Karen M. Melton.
    The Journal of Rural Health. April 06, 2014
    Purpose Research on youth physical activity has focused on urban areas. Rural adolescents are more likely to be physically inactive than urban youth, contributing to higher risk of obesity and chronic diseases. Study objectives were to: (1) identify perceived opportunities and barriers to youth physical activity within a rural area and (2) identify rural community characteristics that facilitate or inhibit efforts to promote youth physical activity. Methods Thirty in‐depth interviews were conducted with expert informants in 2 rural southern US counties. Interviewees were recruited from diverse positions across multiple sectors based on their expert knowledge of community policies and programs for youth physical activity. Findings Informants saw ball fields, natural amenities, and school sports as primary resources for youth physical activity, but they were divided on whether opportunities were abundant or scarce. Physical distance, social isolation, lack of community offerings, and transportation were identified as key barriers. Local social networks facilitated political action and volunteer recruitment to support programs. However, communities often lacked human capital to sustain initiatives. Racial divisions influenced perceptions of opportunities. Despite divisions, there were also examples of pooling resources to create and sustain physical activity opportunities. Conclusions Developing partnerships and leveraging local resources may be essential to overcoming barriers for physical activity promotion in rural areas. Involvement of church leaders, school officials, health care workers, and cooperative extension is likely needed to establish and sustain youth rural physical activity programs. Allocating resources to existing community personnel and volunteers for continuing education may be valuable.
    April 06, 2014   doi: 10.1111/jrh.12072   open full text
  • Does Rurality Influence Treatment Decisions in Early Stage Laryngeal Cancer?
    Heath B. Mackley, Tatiana Teslova, Fabian Camacho, Pamela F. Short, Roger T. Anderson.
    The Journal of Rural Health. March 21, 2014
    Purpose The mortality rate of laryngeal cancer has been trending downward with the use of more effective surgical, radiation, and systemic therapies. Although the best treatment for this disease is not entirely clear, there is a growing consensus on the value of primary radiotherapy as an organ preservation strategy. This study examines urban‐rural differences in the use of radiotherapy as the primary treatment for early stage laryngeal cancer in Pennsylvania. Experimental Design The sample was drawn from the Pennsylvania tumor registry, which lists 2,437 laryngeal cancer patients diagnosed from 2001 to 2005. We selected 1,705 adults with early stage squamous cell carcinoma of the larynx for our analysis. Demographic data and tumor characteristics were included as control variables in multivariate analyses. Rurality was assigned by ZIP code of patient residence. Results Controlling for demographic and clinical factors, rural patients were less likely than urban patients to receive radiotherapy as the primary treatment modality for early stage larynx cancer (OR 0.740, 95% CI 0.577‐0.949, P = .0087). No other associations between rural status and treatment choice were statistically significant. Conclusions Relatively fewer rural patients with larynx cancer are treated primarily with radiation therapy. Further investigations to describe this interaction more thoroughly, and to see if this observation is found in larger population data sets, are warranted.
    March 21, 2014   doi: 10.1111/jrh.12069   open full text
  • Religiosity and Sexual Risk Behaviors Among African American Cocaine Users in the Rural South.
    Brooke E.E. Montgomery, Katharine E. Stewart, Karen H.K. Yeary, Carol E. Cornell, LeaVonne Pulley, Robert Corwyn, Songthip T. Ounpraseuth.
    The Journal of Rural Health. February 27, 2014
    Purpose Racial and geographic disparities in human immunodeficency virus (HIV) are dramatic and drug use is a significant contributor to HIV risk. Within the rural South, African Americans who use drugs are at extremely high risk. Due to the importance of religion within African American and rural Southern communities, it can be a key element of culturally‐targeted health promotion with these populations. Studies have examined religion's relationship with sexual risk in adolescent populations, but few have examined specific religious behaviors and sexual risk behaviors among drug‐using African American adults. This study examined the relationship between well‐defined dimensions of religion and specific sexual behaviors among African Americans who use cocaine living in the rural southern United States. Methods Baseline data from a sexual risk reduction intervention for African Americans who use cocaine living in rural Arkansas (N = 205) were used to conduct bivariate and multivariate analyses examining the association between multiple sexual risk behaviors and key dimensions of religion including religious preference, private and public religious participation, religious coping, and God‐based, congregation‐based, and church leader‐based religious support. Findings After adjusting individualized network estimator weights based on the recruitment strategy, different dimensions of religion had inverse relationships with sexual risk behavior, including church leadership support with number of unprotected vaginal/anal sexual encounter and positive religious coping with number of sexual partners and with total number of vaginal/anal sexual encounters. Conclusion Results suggest that specific dimensions of religion may have protective effects on certain types of sexual behavior, which may have important research implications.
    February 27, 2014   doi: 10.1111/jrh.12059   open full text
  • Medical Mistrust, Perceived Discrimination, and Satisfaction With Health Care Among Young‐Adult Rural Latinos.
    Daniel F. López‐Cevallos, S. Marie Harvey, Jocelyn T. Warren.
    The Journal of Rural Health. February 27, 2014
    Purpose Little research has analyzed mistrust and discrimination influencing receipt of health care services among Latinos, particularly those living in rural areas. This study examined the associations between medical mistrust, perceived discrimination, and satisfaction with health care among young‐adult rural Latinos. Research Design This cross‐sectional study analyzed data from 387 young‐adult Latinos (ages 18‐25) living in rural Oregon. The Behavioral Model of Vulnerable Populations was utilized as the theoretical framework. Correlations were run to assess bivariate associations among variables included in the study. Ordered logistic regression models evaluated the associations between medical mistrust, perceived discrimination, and satisfaction with health care. Results On average, participants used health services 4 times in the past year. Almost half of the participants had health insurance (46%). The majority reported that they were moderately (32%) or very satisfied (41%) with health care services used in the previous year. In multivariable models, medical mistrust and perceived discrimination were significantly associated with satisfaction with health care. Conclusions Medical mistrust and perceived discrimination were significant contributors to lower satisfaction with health care among young‐adult Latinos living in rural Oregon. Health care reform implementation, currently under way, provides a unique opportunity for developing evaluation systems and interventions toward monitoring and reducing rural Latino health care disparities.
    February 27, 2014   doi: 10.1111/jrh.12063   open full text
  • Perceived Correlates of Domain‐Specific Physical Activity in Rural Adults in the Midwest.
    Matthew Chrisman, Faryle Nothwehr, Jingzen Yang, Jacob Oleson.
    The Journal of Rural Health. February 27, 2014
    Purpose In response to calls for more specificity when measuring physical activity, this study examined perceived correlates of this behavior in rural adults separately by the domain in which this behavior occurs (ie, home care, work, active living, and sport). Methods A cross‐sectional survey was completed by 407 adults from 2 rural towns in the Midwest. The questionnaire assessed the perceived social and physical environment, including neighborhood characteristics, as well as barriers to being active. The Kaiser Physical Activity Survey captured domain‐specific activity levels. The response rate was 25%. Multiple regression analyses were conducted to examine the associations between social and physical environment factors and domain‐specific physical activity. Findings Having a favorable attitude toward using government funds for exercise and activity‐friendly neighborhood characteristic were positively associated with active living. Friends encouraging exercise was positively associated with participation in sport. Barriers were inversely associated with active living and sport. Total physical activity was positively associated with workplace incentives for exercise, favorable policy attitudes toward supporting physical education in schools and supporting the use of government funds for biking trails, and it was inversely associated with barriers. There were no factors associated with physical activity in the domains of work or home care. Conclusions Correlates of physical activity are unique to the domain in which this behavior occurs. Programs to increase physical activity in rural adults should target policy attitudes, neighborhood characteristics, and social support from friends while also working to decrease personal barriers to exercise.
    February 27, 2014   doi: 10.1111/jrh.12065   open full text
  • Heart Smart for Women: A Community‐Based Lifestyle Change Intervention to Reduce Cardiovascular Risk in Rural Women.
    Manorama M. Khare, Abby Koch, Kristine Zimmermann, Patricia A. Moehring, Stacie E. Geller.
    The Journal of Rural Health. February 27, 2014
    Purpose Cardiovascular disease (CVD) is the leading cause of death for rural women in the United States. Lifestyle change interventions in group settings focused on increasing physical activity and improving nutrition have been shown to help reduce the risk for CVD. This paper describes the implementation and evaluation of Heart Smart for Women (HSFW), a 12‐week lifestyle behavior change intervention to reduce CVD risk for women in the rural southernmost 7 counties (S7) of Illinois. Methods The HSFW evidence‐based lifestyle intervention was delivered by a trained facilitator in 12 weekly 1‐hour sessions to groups of women in the rural S7 region of Illinois. Dietary and physical activity assessments were collected at baseline, postintervention, and 1 year. Clinical measurements were taken at baseline, 6 months and 1 year. Data were analyzed for change in behavioral and clinical outcomes over time. Findings In total, 162 women completed HSFW in 13 communities across the S7 region. HSFW participants showed improvement in dietary and physical activity indicators at the end of the 12‐week intervention, but only increases in vegetable consumption and physical activity were sustained over 1 year. A decrease in total cholesterol was observed at 6 months but not maintained at 1 year. Conclusions HSFW led to short‐term, moderate changes in nutrition and physical activity in rural women, but some health improvements were not sustained at 1 year. These findings suggest that more intensive follow‐up maybe required to help maintain long‐term behavior change, especially in rural areas where women are geographically dispersed.
    February 27, 2014   doi: 10.1111/jrh.12066   open full text
  • Rural and Urban Primary Care Physician Professional Beliefs and Quality Improvement Behaviors.
    Anne C. Kirchhoff, Gary Hart, Eric G. Campbell.
    The Journal of Rural Health. February 16, 2014
    Purpose We evaluated whether primary care physicians (PCPs) from urban and rural practices differ on attitudes and behaviors related to quality improvement (QI) activities, patient relationships, and professionalism/self‐regulation. Methods Data from a national survey that assessed physician attitudes and behaviors based on the Physician Charter on Medical Professionalism were used. Of the 1,891 survey respondents, N = 840 were PCPs (n = 274 family medicine (response rate = 67.5%); n = 257 general internal medicine (60.8%); and n = 309 pediatricians (72.7%)). Using Rural‐Urban Commuting Area (RUCA) codes, PCPs were classified as urban and rural according to their practice ZIP code. Findings A total of n = 691 physicians were urban and n = 127 rural. Attitudes regarding participating in QI did not differ by practice location; however, rural PCPs were more likely to have reviewed an other physician's records for QI than urban PCPs (65.6% vs 48.0%, P < .001). Rural physicians were more likely to agree that physicians should talk with their patients about the cost of care than urban PCPs (40.5% vs 29.2%, P = .02). While all PCPs endorsed attitudes regarding the importance of professional behaviors (eg, reporting impaired/incompetent colleagues, disclosing medical errors) at generally similar levels, their behaviors differed. More rural physicians had a personal knowledge of an impaired/incompetent physician than urban physicians (20.7% vs 12.7%, P = .02). Conclusions PCPs from rural and urban areas share similar attitudes regarding the importance of participating in QI and fulfilling professional responsibilities. However, certain behaviors (eg, knowledge of impaired colleagues) do differ. These results should be confirmed in larger studies of rural PCPs.
    February 16, 2014   doi: 10.1111/jrh.12067   open full text
  • Access to Medical and Supportive Care for Rural and Remote Cancer Survivors in Northern British Columbia.
    A. Fuchsia Howard, Kirsten Smillie, Kristin Turnbull, Chelan Zirul, Dana Munroe, Amanda Ward, Pam Tobin, Arminee Kazanjian, Rob Olson.
    The Journal of Rural Health. February 01, 2014
    Background Rural cancer survivors (RCS) potentially have unique medical and supportive care experiences when they return to their communities posttreatment because of the availability and accessibility of health services. However, there is a limited understanding of cancer survivorship in rural communities. Purpose The purpose of this study is to describe RCS experiences accessing medical and supportive care postcancer treatment. Methods Interviews and focus groups were conducted with 52 RCS residing in northern British Columbia, Canada. The data were analyzed using qualitative content analysis methods. Results General Population RCS and First Nations RCS experienced challenges accessing timely medical care close to home, resulting in unmet medical needs. Emotional support services were rarely available, and, if they did exist, were difficult to access or not tailored to cancer survivors. Travel and distance were barriers to medical and psychological support and services, not only in terms of the cost of travel, but also the toll this took on family members. Many of the RCS lacked access to trusted and useful information. Financial assistance, for follow‐up care and rehabilitation services, was rarely available, as was appropriate employment assistance. Conclusion Medical and supportive care can be inaccessible, unavailable, and unaffordable for cancer survivors living in rural northern communities.
    February 01, 2014   doi: 10.1111/jrh.12064   open full text
  • Birth Volume and the Quality of Obstetric Care in Rural Hospitals.
    Katy B. Kozhimannil, Peiyin Hung, Shailendra Prasad, Michelle Casey, Maeve McClellan, Ira S. Moscovice.
    The Journal of Rural Health. February 01, 2014
    Background Childbirth is the most common reason for hospitalization in the United States. Assessing obstetric care quality is critically important for patients, clinicians, and hospitals in rural areas. Methods The study used hospital discharge data from the Statewide Inpatient Databases, Healthcare Cost and Utilization Project, Agency for Healthcare Research and Quality, for 9 states (Colorado, Iowa, Kentucky, New York, North Carolina, Oregon, Vermont, Washington, and Wisconsin) to identify all births in rural hospitals with 10 or more births/year in 2002 (N = 94,356) and 2010 (N = 103,880). Multivariate logistic regression was used to assess the relationship between hospital annual birth volume, measured as low (10‐110), medium (111‐240), medium‐high (241‐460) or high (>460), and 3 measures of obstetric care quality (low‐risk cesarean rates for term, vertex, and singleton pregnancies with no prior cesarean; nonindicated cesarean; and nonindicated induction) and 2 patient safety measures (episiotomy and perineal laceration). Results The odds of low‐risk and nonindicated cesarean were lower in medium‐high and high‐volume rural hospitals compared with low‐volume hospitals after controlling for maternal demographic and clinical factors. In low‐volume hospitals, odds of labor induction without medical indication were higher than in medium‐volume hospitals, but not significantly different from medium‐high or high‐volume hospitals. Odds of episiotomy were greater in medium‐high or high‐volume hospitals than in low‐volume hospitals. The likelihood of perineal laceration did not differ significantly by birth volume. Conclusions Obstetric quality and safety outcomes vary significantly across rural hospitals by birth volume. Better performance is not consistently associated with either lower or higher volume facilities.
    February 01, 2014   doi: 10.1111/jrh.12061   open full text
  • A Profile of Farmers and Other Employed Canadians With Chronic Back Pain: A Population‐Based Analysis of the 2009‐2010 Canadian Community Health Surveys.
    Catherine Trask, Brenna Bath, Jesse McCrosky, Josh Lawson.
    The Journal of Rural Health. February 01, 2014
    Purpose Chronic back disorders (CBDs) are a serious public health issue, both in the general population and among farmers. However, it is not clear whether all individuals with CBD should be treated the same, or if some subpopulations have special needs. This study's purpose was to determine the demographic, socioeconomic, co‐morbidity, and other health characteristics of Canadian farmers and nonfarmers with self‐reported CBD. Methods We performed a secondary analysis of the 2009‐2010 Canadian Community Health Survey to develop a profile of adults with CBD comparing farmers (N = 350) to nonfarmer employed persons (N = 11,251). In addition to descriptive analysis, multiple logistic regression was used to control for possible confounding. Findings Our results indicate that farmers with CBD are significantly more likely to be older, less educated, and more often male and living rurally than nonfarmers with CBD. We found no difference between rates and type of co‐morbidities between farmers and nonfarmers. However, the sociodemographic differences between farmers and nonfarmers with CBD may impact the design of effective interventions and have implications for health services planning and health care delivery. The information presented is anticipated to help address the identified need for musculoskeletal disorder prevention in agriculture.
    February 01, 2014   doi: 10.1111/jrh.12062   open full text
  • Rural‐Urban Disparities in School Nursing: Implications for Continuing Education and Rural School Health.
    Mary M. Ramos, Lynne Fullerton, Robert Sapien, Cynthia Greenberg, Judith Bauer‐Creegan.
    The Journal of Rural Health. January 20, 2014
    Purpose Little is known about the professional and educational challenges experienced by rural school nurses. We conducted this study to describe disparities between the urban and rural professional school nurse workforce in New Mexico and to identify how best to meet the continuing education needs of New Mexico's rural school nurse workforce. Methods We analyzed state data from a 2009 New Mexico Department of Health school nurse workforce survey (71.7% response rate). We included all survey respondents who indicated working as a school nurse in a public school setting in any grade K‐12 and who identified their county of employment (N = 311). Findings Rural school nurses were twice as likely as metropolitan nurses to provide clinical services to multiple school campuses (67.3% compared to 30.1%, P < .0001). They were less likely to hold a nursing degree at the baccalaureate level or higher (62.7% compared to 82.3%, P = .0002). Rural school nurses were less likely than metropolitan nurses to have received recent continuing education on anaphylaxis (P < .0001), asthma (P = .027), body mass index (BMI)/healthy weight (P = .0002), diabetes (P < .0001), lesbian, gay, bisexual and transgender (LGBT) health (P = .0004), and suicide risk identification and prevention (P = .015). Online courses and telehealth were identified by rural school nurses as among the preferred means for receiving continuing education. Conclusions Our findings support the provision of online courses and telehealth content to address urban‐rural disparities in school nursing education and support rural school health.
    January 20, 2014   doi: 10.1111/jrh.12058   open full text
  • Alabama Veterans Rural Health Initiative: A Pilot Study of Enhanced Community Outreach in Rural Areas.
    Michelle M. Hilgeman, Ann F. Mahaney‐Price, Marietta P. Stanton, Sandre F. McNeal, Kristin M. Pettey, Kroshona D. Tabb, Mark S. Litaker, Patricia Parmelee, Karl Hamner, Michelle Y. Martin, Mary T. Hawn, Stefan G. Kertesz, Lori L. Davis,.
    The Journal of Rural Health. December 15, 2013
    Purpose Access, enrollment, and engagement with primary and specialty health care services present significant challenges for rural populations worldwide. The Alabama Veterans Rural Health Initiative evaluated an innovative outreach intervention combining motivational interviewing, patient navigation, and health services education to promote utilization of the United States Veterans Administration Healthcare System (VA) by veterans who live in rural locations. Methods Community outreach workers completed the intervention and assessment, enrolling veterans from 31 counties in a southern state. A total 203 participants were randomized to either an enhanced enrollment and engagement outreach condition (EEE, n = 101) or an administrative outreach (AO, n = 102) condition. Findings EEE participants enrolled and attended VA appointments at higher rates and within fewer days than those who received AO. Eighty‐seven percent of EEE veterans attended an appointment within 6 months, compared to 58% of AO veterans (P < .0001). The median time to first appointment was 12 days for the EEE group and 98 days for the AO group (P < .0001). Additionally, a race by outreach group interaction emerged: black and white individuals benefited equally from the EEE intervention; however, black individuals who received AO took significantly longer to attend appointments than their white counterparts. Conclusions Results provide needed empirical support for a specific outreach intervention that speeds enrollment and engagement for rural individuals in VA services. Planned interventions to improve service utilization should ameliorate ambivalence about accessing health care in addition to addressing traditional systems or environmental‐level barriers.
    December 15, 2013   doi: 10.1111/jrh.12054   open full text
  • Effect of Community Size on Eligibility for Early Intervention for Infants With a Neonatal Intensive Care Experience.
    Holly Roberts, Howard Needelman, Barbara Jackson, Carol McMorris, Abbey Munyon.
    The Journal of Rural Health. December 15, 2013
    Purpose To determine if population density (rural vs urban) in a child's home community influenced the decision of eligibility for early intervention (EI) services. Methods The sample included 356 infants with a gestational age of <31 weeks referred from a statewide child find program for an evaluation for EI services. A binary logistic regression analysis was completed to determine which variables predicted acceptance into EI services. Findings Infants less than 31 weeks gestation residing in rural areas were more likely to be eligible for EI services than premature infants (ie, <31 weeks gestation) with similar birth characteristics from urban areas. A binary logistic regression analysis revealed an odds ratio for eligibility for EI services among children living in rural areas compared to those living in urban areas was 3.007 (95% CI, 1.497 to 6.040). Additionally, the odds ratio for eligibility for males as compared to females was 1.908 (95% CI, 1.017 to 3.578). Participants who lived in a rural area and were male were more likely to be eligible for EI services than those who lived in urban locations and were female. Conclusions Factors such as community support, experience with high‐risk populations, and differences in interpreting eligibility criteria may influence the differences found between the rural and urban populations. Analysis of intervention cost versus effectiveness will be needed to determine whether the system as adopted in the rural versus urban environment is more appropriate for the provision of EI services.
    December 15, 2013   doi: 10.1111/jrh.12055   open full text
  • Defining the Rural HIV Epidemic: Correlations of 3 Definitions—South Carolina, 2005‐2011.
    Sharon Weissman, Wayne A. Duffus, Medha Vyavaharkar, Ashok Varma Samantapudi, Kirk A. Shull, Teresa G. Stephens, Hrishikesh Chakraborty.
    The Journal of Rural Health. December 15, 2013
    Purpose To gain a better understanding of the HIV epidemic in rural South Carolina (SC) by contrasting 3 definitions of rural and urban areas. Methods The sample included newly diagnosed HIV cases aged ≥18 years in SC between January 1, 2005, and December 31, 2011. Each individual was assigned a rural or urban status as defined by the Office of Management and Budget (OMB), Census Bureau (CB), and Rural Urban Commuting Area (RUCA) classifications. Descriptive statistics were conducted to compare sociodemographic characteristics, CD4 counts, viral loads, and time to AIDS diagnosis between rural and urban populations. Kappa statistics measured the agreement between the 3 definitions of rurality. Findings Depending on the definition used, the proportion of newly diagnosed HIV cases in rural areas varied from 23.3% to 32.0%. Based on the OMB and RUCA definitions, rural residents with HIV were more likely to be older, women, black, and non‐Hispanic, report heterosexual contact, and have an AIDS diagnosis within 1 year of their HIV diagnosis. The OMB and RUCA definitions had a nearly perfect agreement (kappa = 0.8614; 95% CI = 0.8457, 0.8772), while poor agreements were noted between the OMB and CB or the RUCA and CB definitions. Conclusion When examining the rural HIV epidemic, how “rural” is defined matters. Using 3 definitions of rurality, statistically significant differences were found in demographic characteristics, timing of HIV diagnosis and the proportion of rural residents diagnosed with HIV in SC. The findings suggest possible misclassification biases that may adversely influence services and resource distribution.
    December 15, 2013   doi: 10.1111/jrh.12057   open full text
  • Trust in Physicians Among Rural Medicaid‐Enrolled Smokers.
    Emory Nelms, Ling Wang, Michael Pennell, Mary Ellen Wewers, Eric Seiber, Michael D. Adolph, Electra D. Paskett, Amy K. Ferketich.
    The Journal of Rural Health. August 13, 2013
    Purpose Associations have been found between trusting patient‐physician relationships and use of preventive care and a greater adherence to prescribed care. The objectives of this study were to assess the level of trust rural Medicaid smokers have in their physicians and whether trust was related to patient characteristics or physician behavior. Methods This was a cross‐sectional study of smokers who were enrolled in a tobacco‐dependence treatment program. Participants were rural Medicaid‐enrolled adults, age 18 and older, who were current smokers. Participants were enrolled from 8 primary care clinics as they came in for an appointment with their physician. The Trust in Physician Scale was completed at the baseline visit. One week later, an interview was conducted with the smoker to determine whether the physician provided tobacco‐dependence treatment counseling at the visit. Mixed models were used to model the relationship between trust and participant characteristics and physician behaviors. Findings Medicaid smokers in this study exhibited a high level of trust in their health care provider, as levels were similar to those reported in the general population of patients. Trust was significantly higher among individuals with better self‐reported health. Conclusions Rural Medicaid smokers appeared to have similar levels of trust in their physician as other patients. Future research should explore the role trust plays in shaping interactions between underserved populations and physicians within the context of smoking cessation counseling.
    August 13, 2013   doi: 10.1111/jrh.12046   open full text
  • Association Between Clinical Decision Support System Use and Rural Quality Disparities in the Treatment of Pneumonia.
    Jordan Mitchell, Janice Probst, Amy Brock‐Martin, Kevin Bennett, Saundra Glover, James Hardin.
    The Journal of Rural Health. August 12, 2013
    Purpose To determine whether there is an association between clinical decision support system (CDSS) use and quality disparities in pneumonia process indicators between rural and urban hospitals. Methods Data were used from the FY 2009 American Hospital Association electronic health record (EHR) adoption survey (3,616 responding hospitals) to identify hospitals that used CDSS for clinical guidelines and reminders. This was linked to the 2009 Hospital Compare data set from the Centers for Medicare and Medicaid Services (3,805 reporting hospitals). The merged data set contained 2,405 hospitals: 1,330 were noncritical in metropolitan ZIP Code Tabulation Areas (ZCTAs), 692 were noncritical in rural ZCTAs, and there were 383 critical access hospitals (CAHs; 359 in rural ZCTAs, 24 in urban ZCTAs). The dependent variable was a pneumonia composite quality score, composed of 6 pneumonia process indicators calculated for each hospital. Adjusted analysis controlled for a hospital's propensity to use CDSS. Findings While quality was lower in rural institutions, unadjusted pneumonia quality scores varied modestly, from 90.08% in CAHs to 93.38% in urban hospitals. Hospitals that used CDSS had higher unadjusted pneumonia process composite scores than their non‐CDSS counterparts. After controlling for CDSS use, the propensity for CDSS use, and hospital and community characteristics, hospitals in rural ZCTAs did not have significantly different process composite scores than their metropolitan counterparts. Conclusions CDSS was positively associated with quality of care for pneumonia. Adoption of EHRs with CDSS functionality in rural hospitals may serve to reduce quality gaps. Costs of EHR implementation may be a barrier to this process.
    August 12, 2013   doi: 10.1111/jrh.12043   open full text
  • Increasing Cervical Cancer Screening in the United States‐Mexico Border Region.
    Beti Thompson, Hugo Vilchis, Crystal Moran, Wade Copeland, Sarah Holte, Catherine Duggan.
    The Journal of Rural Health. August 12, 2013
    Purpose Hispanic women living on the United States‐México border experience health disparities, are less likely to access cervical cancer screening services, and have a higher rate of cervical cancer incidence compared to women living in nonborder areas. Here we investigate the effects of an intervention delivered by community health workers (CHWs, known as lay health educators or Promotores de Salud in Spanish) on rates of cervical cancer screening in Hispanic women who were out of compliance with recommended screening guidelines. Methods Hispanic women out of compliance with screening guidelines, attending clinics in southern New Mexico, were identified using medical record review. All eligible women were offered the intervention. The study was conducted between 2009 and 2011, and data were analyzed in 2012. Setting/participants—162 Hispanic women, resident in New Mexico border counties, aged 29–80 years, who had not had a Pap test within the past 3 years. Intervention—A CHW‐led, culturally appropriate, computerized education intervention. Main outcome measures—The percentage of women who underwent cervical cancer screening within 12 months of receiving the intervention. Change in knowledge of, and attitudes toward cervical cancer and screening as assessed by a baseline and follow‐up questionnaire. Results 76.5% of women had a Pap test after the intervention. Women displayed increased knowledge about cervical cancer screening and about HPV. Conclusions A culturally appropriate promotora‐led intervention is successful in increasing cervical cancer screening in at‐risk Hispanic women on the United States‐México border.
    August 12, 2013   doi: 10.1111/jrh.12044   open full text
  • Shared and Unshared Barriers to Cancer Symptom Management Among Urban and Rural American Indians.
    Tracy Line Itty, Felicia Schanche Hodge, Fernando Martinez.
    The Journal of Rural Health. August 12, 2013
    Purpose Before the end of the 20th century, American Indians (AIs) primarily resided in nonmetropolitan areas. Shifting demographic trends have led to a majority of AIs now living in urban areas, leading to new health care barriers for AIs. AIs experience the poorest survival from all cancers combined compared to all other racial groups. Identifying and classifying barriers to cancer care may facilitate supportive interventions and programs to improve access and treatment. Methods A 5‐year cancer symptom management project targeted AIs in the Southwest. The first phase of the randomized clinical trial consisted of 13 focus groups (N = 126) of cancer patients/survivors and their caregivers. Discussions explored existing and perceived barriers and facilitators to cancer symptom management and cancer treatment. Findings Significant barriers to cancer‐related care were found among urban AIs, as compared to their rural counterparts. Barriers were classified within 4 subgroups: (1) structural, (2) physical, (3) supportive, or (4) cultural. Urban AIs reported barriers that are both structural and physical (inadequate access to care and public transportation) and supportive (lack of support, resources and technology, and less access to traditional healing). Rural participants reported communication and culture barriers (language differences, illness beliefs, and low levels of cancer care knowledge), as well as unique structural, physical, and supportive barriers. Conclusion It is important to identify and understand culturally and geographically influenced barriers to cancer treatment and symptom management. We provide recommendations for strategies to reduce health disparities for AIs that are appropriate to their region of residence and barrier type.
    August 12, 2013   doi: 10.1111/jrh.12045   open full text
  • Determinants of Adolescent Suicidal Ideation: Rural Versus Urban.
    Sean M. Murphy.
    The Journal of Rural Health. July 29, 2013
    Purpose The existing literature on disparities between rural and urban adolescents as they pertain to suicidal behavior is limited; identifying these distinctions could be pivotal in the decision of how to efficiently allocate scarce resources to reduce youth suicide rates. This study aimed to identify dissimilarities in predictors of suicidal ideation across the rural/urban threshold, as ideation is one of the most important predictors of suicide. Given that substance abuse is generally considered one of the strongest risk factors for suicidal behavior, a secondary aim was the isolation of the differences in usage of particular substances between rural and urban adolescents, and their effects on the likelihood of suicidal ideation, which is something that previous studies have had difficulty addressing. Methods A global test determined that individual predictors of suicidal ideation differed across rural and urban adolescents, and simply including a rural/urban indicator in a multiple regression would result in biased estimates. Therefore, this paper assessed rural/urban differences among a comprehensive list of traditionally perceived risk and protective factors via bivariate analyses and separate multiple full‐information‐maximum‐likelihood regressions, which account for missing data. Findings Somewhat contrary to the extant literature, the findings indicate important differences among predictors of suicidal ideation for rural and urban youths. Conclusions These differences should be taken into consideration when developing plans to combat adolescent suicide. The results further indicate that analyzing potential predictors of suicidal ideation for rural and urban adolescents via bivariate analyses alone, or a rural/urban indicator in a multiple regression, is not sufficient.
    July 29, 2013   doi: 10.1111/jrh.12042   open full text
  • Toward a Global Understanding of Students Who Participate in Rural Primary Care Longitudinal Integrated Clerkships: Considering Personality Across 2 Continents.
    Diann S. Eley, Kathleen D. Brooks, Therese Zink, C. Robert Cloninger.
    The Journal of Rural Health. July 29, 2013
    Purpose Medical schools worldwide have developed rural primary care immersive experiences to nurture students’ interest in future rural careers and address workforce shortages. Few studies have looked at the students who participate in these programs. This study explores personality traits in US and Australian students who undertake rural‐focused medical training. Methods A cross‐sectional cohort design used the Temperament and Character Inventory to identify levels of the 7 basic dimensions of personality. Data were collected in successive cohorts over 2007‐2011. Multivariate analysis compared trait levels between groups and by demographic variables. Findings The majority of the 302 students (US‐167; Australia‐135) were female, aged 20‐29 years and single. A greater proportion of US students reported being partnered, living longest in a small rural/remote community and having a rural background. Significant differences between groups were detected in several traits but effect sizes were small. The personality pattern of the combined sample indicates students with a mature and stable personality high in Self‐Directedness, Persistence, and Cooperativeness. Rural background and marital status enhanced this pattern. Conclusions Despite coming from different educational and societal backgrounds, similar personality patterns are evident in US and Australian students who pursue rural medical education. Data provide support for a pattern of traits associated with a rural background and its predictive influence on interest in rural practice. Considering the international expansion of rural longitudinal integrated clerkships, understanding student attributes may assist in identifying strategies to enhance the rural workforce that are relevant across cultures and continents.
    July 29, 2013   doi: 10.1111/jrh.12039   open full text
  • Utilization of Travel Reimbursement in the Veterans Health Administration.
    Richard E. Nelson, Bret Hicken, Beilei Cai, Arati Dahal, Alan West, Randall Rupper.
    The Journal of Rural Health. July 29, 2013
    Purpose To improve access to care, the Veterans Health Administration (VHA) increased its patient travel reimbursement rate from 11 to 28.5 cents per mile on February 1, 2008, and again to 41.5 cents per mile on November 17, 2008. We identified characteristics of veterans more likely to receive travel reimbursements and evaluated the impact of these increases on utilization of the benefit. Methods We examined the likelihood of receiving any reimbursement, number of reimbursements, and dollar amount of reimbursements for VHA patients before and after both reimbursement rate increases. Because of our data's longitudinal nature, we used multivariable generalized estimating equation models for analysis. Rurality and categorical distance from the nearest VHA facility were examined in separate regressions. Findings Our cohort contained 214,376 veterans. During the study period, the average number of reimbursements per veteran was higher for rural patients compared to urban patients, and for those living 50‐75 miles from the nearest VHA facility compared to those living closer. Higher reimbursement rates led to more veterans obtaining reimbursement regardless of urban‐rural residence or distance traveled to the nearest VHA facility. However, after the rate increases, urban veterans and veterans living <50 miles from the nearest VHA facility increased their travel reimbursement utilization slightly more than other patients. Conclusions Our findings suggest an inverted U‐shaped relationship between veterans’ utilization of the VHA travel reimbursement benefit and travel distance. Both urban and rural veterans responded in roughly equal manner to changes to this benefit.
    July 29, 2013   doi: 10.1111/jrh.12040   open full text
  • Overweight and Obesity Difference of Chinese Population Between Different Urbanization Levels.
    Xiangyang Tian, Genming Zhao, Yinghua Li, Liang Wang, Ying Shi.
    The Journal of Rural Health. July 29, 2013
    Purpose To determine the difference of Body Mass Index (BMI), the prevalence of overweight and obesity, and their predictors among residents of different urbanization levels in China. Methods A stratified, multistage, random cluster sampling method was used to select a representative sample aged 18‐60 years in metropolitan, prefecture, and rural areas in 4 provinces and Beijing City in China. A total of 6,159 residents were interviewed. Multiple logistic regression was used to evaluate the association between urbanization levels and the prevalence of overweight/obesity adjusted for sociodemographic characteristics and lifestyle factors. Findings The prevalence of overweight and obesity was 21.0% and 2.5%, respectively. Compared to metropolitan residents (BMI = 22.76 ± 3.20 kg/m2), rural and prefecture residents had a higher BMI, 23.17 ± 3.49 kg/m2 (P < .001) and 23.06 ± 3.31 kg/m2 (P = .004), respectively. Multiple logistic regression showed that, compared to the rural residents, those in prefecture and metropolitan areas were less likely to be overweight and obese (OR = 0.80 [95% CI: 0.68‐0.94] and OR = 0.68 [95% CI: 0.57‐0.80], respectively). The prevalence of overweight/obesity was higher in males (OR = 1.68 [95% CI: 1.43‐1.97]) and patients with noncommunicable chronic diseases (NCD; OR = 2.50 [95% CI: 2.16‐2.89]). Less frequency of physical activity was associated with a higher prevalence of overweight/obesity (OR: 0.85, [95% CI: 0.74, 0.97]). Conclusions The rural population had an increased prevalence of overweight/obesity compared to both the prefecture and metropolitan populations. Male gender, older age, and NCD were positively associated with the prevalence of overweight/obesity. Policies are urgently needed to combat the overweight and obesity challenge in rural China.
    July 29, 2013   doi: 10.1111/jrh.12041   open full text
  • Rural Women Veterans Demographic Report: Defining VA Users’ Health and Health Care Access in Rural Areas.
    Elizabeth Brooks, Nancy Dailey, Byron Bair, Jay Shore.
    The Journal of Rural Health. July 19, 2013
    Purpose While many women choose to live in rural areas after retiring from active military duty, a paucity of studies examine rural women veterans’ health care needs. This report is the first of its kind to describe the population demographics and health care utilization of rural female veteran patients enrolled in the Department of Veterans Affairs (VA). Methods Using the National Patient Care Datasets (n = 327,785), we ran adjusted regression analyses to examine service utilization between (1) urban and rural and (2) urban and highly rural women veterans. Findings Rural and highly rural women veterans were older and more likely to be married than their urban counterparts. Diagnostic rates were generally similar between groups for several mental health disorders, hypertension, and diabetes, with the exception of nonposttraumatic stress anxiety that was significantly lower for highly rural women veterans. Rural and highly rural women veterans were less likely to present to the VA for women's specific care than urban women veterans; highly rural women veterans were less likely to present for mental health care compared to urban women veterans. Among the users of primary care, mental health, women's specific, and all outpatient services, patients’ annual utilization rates were similar. Conclusions Improved service options for women's specific care and mental health visits may help rural women veterans access care. Telehealth technologies and increased outreach, perhaps peer‐based, should be considered. Other recommendations for VA policy and planning include increasing caregiver support options, providing consistency for mental health services, and revising medical encounter coding procedures.
    July 19, 2013   doi: 10.1111/jrh.12037   open full text
  • Improving Care for Rural Veterans: Are High Dual Users Different?
    Preethy Nayar, Fang Yu, Bettye Apenteng.
    The Journal of Rural Health. July 19, 2013
    Background Rural veterans face considerable barriers to access to care and are likely to seek health care services outside the Veterans Health Administration (VHA), or dual care. Objective The objective of this study was to examine the characteristics of high users of dual care versus occasional and nonusers of dual care, and the determinants of satisfaction with care received by rural veterans. Design The design was a cross‐sectional observational study. Participants Structured telephone interviews of a random sample of veterans residing in rural Nebraska were conducted in 2011. Main Measures Veterans’ frequency of use of dual care and satisfaction with care received were assessed using multinomial and ordinal regression models. Key Results Veterans who have an established relationship with a VHA provider or a personal doctor or nurse at the VHA and those who were more satisfied with VHA quality of care were less likely to be high users of dual care. Veterans who were Medicare beneficiaries, or had private insurance or chronic illnesses, or were confused about where to seek care were more likely to be users of dual care. Veterans who report being confused about where to seek care, and those who perceive lack of coordination between the VHA and non‐VHA systems are less satisfied with care received. Conclusions Understanding what motivates veterans to use dual care and influences their satisfaction with care received will enable the VHA to implement policy that improves the quality of care provided to rural veterans.
    July 19, 2013   doi: 10.1111/jrh.12038   open full text
  • The Relationship Between Perceived Burden of Chronic Conditions and Colorectal Cancer Screening Among Appalachian Residents.
    Yelena N. Tarasenko, Steven T. Fleming, Nancy E. Schoenberg.
    The Journal of Rural Health. June 28, 2013
    Purpose As the population living with several concurrent chronic conditions or multiple morbidity (MM) increases, understanding how to effectively fit prevention efforts into disease management becomes more important, particularly among rural, underserved populations. Compared to their urban counterparts, rural residents suffer higher rates of disease, receive fewer preventive services, and often live in environments limiting access to optimal medical care. This study describes rural residents’ perceived burdens of disease management and explores the relationship between these burdens, as proxies of individuals’ competing demands, and colorectal cancer screening (CRCS). Methods We conducted a cross‐sectional study, based on telephone survey data from 1,012 Appalachian residents, ages 50‐75, with 1 or more chronic conditions. Measures of perceived MM burdens were developed based on 85 pilot interviews previously undertaken with providers and patients with MM residing in Appalachian Kentucky. Results Many participants (81%) agreed with 1 or more statements indicating perceived burdens of disease management effects on receiving CRCS. A higher percentage of rural (vs nonrural) Appalachians perceived burdens related to physician's recommendation, preparation to colonoscopy, and time management and affordability of both current diseases and screening. These differences did not modify the overall association between perceiving MM as burdensome and forgoing CRCS. The negative effect on CRCS of perceived burdens related to interaction with physician and time management was lower for participants with multiple rather than single morbidity. Conclusion Future research designed to address perceived burdens of MM and improved interaction with health care providers may enhance critical prevention efforts among vulnerable populations.
    June 28, 2013   doi: 10.1111/jrh.12035   open full text
  • Clinical, Sociodemographic, and Service Provider Determinants of Guideline Concordant Colorectal Cancer Care for Appalachian Residents.
    Steven T. Fleming, Heath B. Mackley, Fabian Camacho, Eric E. Seiber, Niraj J. Gusani, Stephen A. Matthews, Jason Liao, Tse‐Chuan Yang, Wenke Hwang, Nengliang Yao.
    The Journal of Rural Health. June 26, 2013
    Background Colorectal cancer represents a significant cause of morbidity and mortality, particularly in Appalachia where high mortality from colorectal cancer is more prevalent. Adherence to treatment guidelines leads to improved survival. This paper examines determinants of guideline concordance for colorectal cancer. Methods Colorectal cancer patients diagnosed in 2006‐2008 from 4 cancer registries (Kentucky, Ohio, Pennsylvania, and North Carolina) were linked to Medicare claims (2005‐2009). Final sample size after exclusions was 2,932 stage I‐III colon, and 184 stage III rectal cancer patients. The 3 measures of guideline concordance include adjuvant chemotherapy (stage III colon cancer, <80 years), ≥12 lymph nodes assessed (resected stage I‐III colon cancer), and radiation therapy (stage III rectal cancer, <80 years). Bivariate and multivariate analyses with clinical, sociodemographic, and service provider covariates were estimated for each of the measures. Results Rates of chemotherapy, lymph node assessment, and radiation were 62.9%, 66.3%, and 56.0%, respectively. Older patients had lower rates of chemotherapy and radiation. Five comorbidities were significantly associated with lower concordance in the bivariate analyses: myocardial infarction, congestive heart failure, respiratory diseases, dementia with chemotherapy, and diabetes with adequate lymph node assessment. Patients treated by hospitals with no Commission on Cancer (COC) designation or lower surgical volumes had lower odds of adequate lymph node assessment. Conclusions Clinical, sociodemographic, and service provider characteristics are significant determinants of the variation in guideline concordance rates of 3 colorectal cancer measures.
    June 26, 2013   doi: 10.1111/jrh.12033   open full text
  • Residency and Racial/Ethnic Differences in Weight Status and Lifestyle Behaviors Among US Youth.
    Mary Kay Kenney, Jing Wang, Ron Iannotti.
    The Journal of Rural Health. June 25, 2013
    Purpose Elevated risk for obesity is found in rural environments and in some minority populations. It is unclear whether living in rural or nonmetropolitan areas and being a minority compound the risk of obesity beyond that of either factor acting alone. Our purpose was to examine adolescent obesity in light of the potential concomitant influences of race/ethnicity, residency, and obesity‐related lifestyle behaviors. Methods We assessed obesity prevalence, physical activity, consumption of fatty snack foods, and screen time in 8,363 US adolescents based on variation in race/ethnicity and residency. Descriptive, bivariate, and multivariate statistics were used to: (1) calculate race‐ and residency‐based rates of obesity and obesity‐related lifestyle behaviors and (2) generate race‐ and residency‐based obesity odds ratios as a function of those same behaviors. Findings The results indicated that nonmetropolitan black youth had the highest risk of obesity (26%), rate of consuming fatty snack foods on more than 2 days/week (86%), and rate of spending more than 2 hours/day in screen time (91%) compared to white metropolitan youth. Compared to their metropolitan counterparts, black nonmetropolitan youth had greater odds of being obese if they exercised less than daily (1.71 times), ate fatty snack foods on more than 2 days/week (1.65 times), or spent more than 2 hours/day in screen time (1.64 times). Conclusions Race/ethnicity and residency may have a compounding effect on the risk of obesity. Prevention and intervention must be viewed in a socioecological framework that recognizes the importance of culture and community on obesity‐related behaviors.
    June 25, 2013   doi: 10.1111/jrh.12034   open full text
  • Health Care Avoidance Among Rural Populations: Results From a Nationally Representative Survey.
    Angela M. Spleen, Eugene J. Lengerich, Fabian T. Camacho, Robin C. Vanderpool.
    The Journal of Rural Health. June 24, 2013
    Background Previous research suggests that certain populations, including rural residents, exhibit health care avoidant behaviors more frequently than other groups. Additionally, health care avoidance is related to sociodemographics, attitudes, social expectations, ability to pay for care, and prior experiences with providers. However, previous studies have been limited to specific geographic areas, particular health conditions, or by analytic methods. Methods The 2008 Health Information Trends Survey (HINTS) was used to estimate the magnitude of health care avoidance nationally and, while controlling for confounding factors, identify groups of people in the United States who are more likely to avoid health care. Chi‐square procedures tested the statistical significance (P < .05) of bivariate relationships. Multivariable analysis was conducted through a weighted multiple logistic regression with backward selection. Results For 6,714 respondents, bivariate analyses revealed differences (P < .05) in health care avoidance for multiple factors. However, multiple regression reduced the set of significant factors (P < .05) to rural residence (OR = 1.69), male sex (OR = 1.24), younger age (18‐34 years OR = 2.34; 35‐49 years OR = 2.10), lack of health insurance (OR = 1.43), lack of confidence in personal health care (OR = 2.24), lack of regular provider (OR = 1.49), little trust in physicians (OR = 1.34), and poor provider rapport (OR = 0.94). Conclusion The results of this study will help public health practitioners develop programs and initiatives targeted and tailored to specific groups, particularly rural populations, which seek to address avoidant behavior, thereby reducing the likelihood of adverse health outcomes.
    June 24, 2013   doi: 10.1111/jrh.12032   open full text
  • The Active Patient Role and Asthma Outcomes in an Underserved Rural Community.
    Henry N. Young, Tonja L. Larson, Elizabeth D. Cox, Megan A. Moreno, Joshua M. Thorpe, Neil J. MacKinnon.
    The Journal of Rural Health. June 11, 2013
    Purpose Patient activation, an individual's knowledge, skills, and confidence for managing their own health and health care, can play an important role in the management of chronic conditions. However, few studies have examined patient activation in underserved rural communities. The purpose of this study was to describe patient activation and examine how patient activation is associated with adherence to asthma maintenance medication and disease control in a low‐income rural population with asthma. Methods We conducted a cross‐sectional telephone survey with 98 adults. Patient activation was assessed with the Patient Activation Measure. Adherence to long‐term controller (LTC) medications and asthma control were examined using the Morisky Medication Adherence Scale (MMAS) and Asthma Control Test (ACT). Multivariate regression analyses were used to assess the associations between patient activation and: (1) adherence to LTC medications and (2) asthma control. Findings The majority of participants (50%) were classified in the highest level of patient activation. The least activated participants had lower mean MMAS and ACT scores in comparison to participants who were classified in higher patient activation levels. Multivariate analyses found significant positive associations between patient activation and adherence and asthma control. Conclusions Patient activation may be instrumental in low‐income rural patients’ use of asthma medication and disease control. Study results inform interventions to help patients use asthma medications appropriately and achieve better asthma control. In addition to increasing access to health care services in rural communities, health care professionals also may develop and implement strategies to positively impact rural patients’ involvement in care.
    June 11, 2013   doi: 10.1111/jrh.12031   open full text
  • Rural‐Urban Differences in Inpatient Quality of Care in US Veterans With Ischemic Stroke.
    Michael S. Phipps, Huanguang Jia, Neale R. Chumbler, Xinli Li, Jaime G. Castro, Jennifer Myers, Linda S. Williams, Dawn M. Bravata.
    The Journal of Rural Health. June 06, 2013
    Purpose Differences in stroke care quality for patients in rural and urban locations have been suggested, but whether differences exist across Veteran Administration Medical Centers (VAMCs) is unknown. This study examines whether rural‐urban disparities exist in inpatient quality among veterans with acute ischemic stroke. Methods In this retrospective study, inpatient stroke care quality was assessed in a national sample of veterans with acute ischemic stroke using 14 quality indicators (QIs). Rural‐Urban Commuting Areas codes defined each VAMC's rural‐urban status. A hierarchical linear model assessed the rural‐urban differences across the 14 QIs, adjusting for patient and facility characteristics, and clustering within VAMCs. Findings Among 128 VAMCs, 18 (14.1%) were classified as rural VAMCs and admitted 284 (7.3%) of the 3,889 ischemic stroke patients. Rural VAMCs had statistically significantly lower unadjusted rates on 6 QIs: Deep vein thrombosis (DVT) prophylaxis, antithrombotic at discharge, antithrombotic at day 2, lipid management, smoking cessation counseling, and National Institutes of Health Stroke Scale completion, but they had higher rates of stroke education, functional assessment, and fall risk assessment. After adjustment, differences in 2 QIs remained significant—patients treated in rural VAMCs were less likely to receive DVT prophylaxis, but more likely to have documented functional assessment. Conclusions After adjustment for key demographic, clinical, and facility‐level characteristics, there does not appear to be a systematic difference in inpatient stroke quality between rural and urban VAMCs. Future research should seek to understand the few differences in care found that could serve as targets for future quality improvement interventions.
    June 06, 2013   doi: 10.1111/jrh.12029   open full text
  • A Qualitative Study of Rural Primary Care Clinician Views on Remote Monitoring Technologies.
    Melinda M. Davis, Jillian M. Currey, Sonya Howk, Molly R. DeSordi, Linda Boise, Lyle J. Fagnan, Nancy Vuckovic.
    The Journal of Rural Health. May 24, 2013
    Purpose Remote monitoring technologies (RMTs) may improve the quality of care, reduce access barriers, and help control medical costs. Despite the role of primary care clinicians as potential key users of RMTs, few studies explore their views. This study explores rural primary care clinician interest and the resources necessary to incorporate RMTs into routine practice. Methods We conducted 15 in‐depth interviews with rural primary care clinician members of the Oregon Rural Practice‐based Research Network (ORPRN) from November 2011 to April 2012. Our multidisciplinary team used thematic analysis to identify emergent themes and a cross‐case comparative analysis to explore variation by participant and practice characteristics. Results Clinicians expressed interest in RMTs most relevant to their clinical practice, such as supporting chronic disease management, noting benefits to patients of all ages. They expressed concern about the quantity of data, patient motivation to utilize equipment, and potential changes to the patient‐clinician encounter. Direct data transfer into the clinic's electronic health record (EHR), availability in multiple formats, and review by ancillary staff could facilitate implementation. Although participants acknowledged the potential system‐level benefits of using RMTs, adoption would be difficult without payment reform. Conclusions Adoption of RMTs by rural primary care clinicians may be influenced by equipment purpose and functionality, implementation resources, and payment. Clinician and staff engagement will be critical to actualize RMT use in routine primary care.
    May 24, 2013   doi: 10.1111/jrh.12027   open full text
  • Predictors of Depressive Symptoms in Older Rural Couples: The Impact of Work, Stress and Health.
    Mary Kay Rayens, Deborah B. Reed.
    The Journal of Rural Health. May 24, 2013
    Purpose Older farmers experience a high rate of suicide, and depression is closely aligned with suicide among agricultural workers. Depressive symptoms may be influenced by work patterns, work satisfaction, stress, and health status. In addition, members of a couple may affect each other's depressive symptoms. The purpose was to determine whether depressive symptoms score is predicted by hours worked on the farm, satisfaction with work, number of health conditions, perceived stress, and demographics in a sample of older farm couples, and to assess the degree of influence on depressive symptoms spouses have on each other. Methods A total of 494 couples participated in the initial interview for a longitudinal study of farmers aged 50 and above. Data from husbands and wives were used together in a multilevel, dyad‐based regression model to determine predictors of depressive symptoms. Findings Men's depressive symptoms scores were predicted by their own number of health conditions and stress and by their wives’ stress and health conditions. Women's depressive symptoms scores were predicted by their own work satisfaction, stress, and number of health conditions and their husbands’ time spent working on the farm and stress. Conclusions Stress management may be particularly important in older farm couples, since perceived duress of 1 member of the dyad impacts both. Work factors and health conditions also affect depressive symptoms in older rural couples, but these may be less easily modified.
    May 24, 2013   doi: 10.1111/jrh.12028   open full text
  • “Living With a Ball and Chain”: The Experience of Stroke for Individuals and Their Caregivers in Rural Appalachian Kentucky.
    Megan M. Danzl, Elizabeth G. Hunter, Sarah Campbell, Violet Sylvia, Janice Kuperstein, Katherine Maddy, Anne Harrison.
    The Journal of Rural Health. May 23, 2013
    Purpose Individuals in rural Appalachian Kentucky face health disparities and are at increased risk for negative health outcomes and poor quality of life secondary to stroke. The purpose of this study is to describe the experience of stroke for survivors and their caregivers in this region. A description of their experiences is paramount to developing tailored interventions and ultimately improving health care and support. Methods An interprofessional research team used a qualitative descriptive study design and interviewed 13 individuals with stroke and 12 caregivers, representing 10 rural Appalachian Kentucky counties. The transcripts were analyzed using qualitative content analysis. Findings A descriptive summary of the participants’ experience of stroke is presented within the following structure: (1) Stroke onset, (2) Transition through the health care continuum (including acute care, inpatient rehabilitation, and community‐based rehabilitation), and (3) Reintegration into life and rural communities. Conclusions The findings provide insight for rural health care providers and community leaders to begin to understand the experience of stroke in terms of stroke onset, transition through the health care continuum, return to home, and community reintegration. An understanding of these experiences may lead to discussions of how to improve service provision, facilitate reintegration, support positive health outcomes, and improve quality of life for stroke survivors and their caregivers. The findings also indicate areas in need of future research including investigation of the effects of support groups, local health navigators to improve access to information and services, involvement of faith communities, proactive screening for management of mental health needs, and caregiver respite services.
    May 23, 2013   doi: 10.1111/jrh.12023   open full text
  • Unique Factors Rural Veterans’ Affairs Hospitals Face When Implementing Health Care‐Associated Infection Prevention Initiatives.
    Molly Harrod, Milisa Manojlovich, Christine P. Kowalski, Sanjay Saint, Sarah L. Krein.
    The Journal of Rural Health. May 23, 2013
    Purpose Health care‐associated infection (HAI) is costly to hospitals and potentially life‐threatening to patients. Numerous infection prevention programs have been implemented in hospitals across the United States. Yet, little is known about infection prevention practices and implementation in rural hospitals. The purpose of this study was to understand the infection prevention practices used by rural Veterans’ Affairs (VA) hospitals and the unique factors they face in implementing these practices. Methods This study used a sequential, mixed methods approach. Survey data to identify the HAI prevention practices used by rural VA hospitals were collected, analyzed, and used to inform the development of a semistructured interview guide. Phone interviews were conducted followed by site visits to rural VA hospitals. Findings We found that most rural VA hospitals were using key recommended infection prevention practices. Nonetheless, a number of challenges with practice implementation were identified. The 3 most prominent themes were: (1) lack of human capital including staff with HAI expertise; (2) having to cultivate needed resources; and (3) operating as a system within a system. Conclusions Rural VA hospitals are providing key infection prevention services to ensure a safe environment for the veterans they serve. However, certain factors, such as staff expertise, limited resources, and local context impacted how and when these practices were used. The creative use of more accessible alternative resources as well as greater flexibility in implementing HAI‐related initiatives may be important strategies to further improve delivery of these important services by rural VA hospitals.
    May 23, 2013   doi: 10.1111/jrh.12024   open full text
  • Rural, Suburban, and Urban Differences in Factors That Impact Physician Adherence to Clinical Preventive Service Guidelines.
    Elaine C. Khoong, Wesley S. Gibbert, Jane M. Garbutt, Walton Sumner, Ross C. Brownson.
    The Journal of Rural Health. May 23, 2013
    Purpose Rural‐urban disparities in provision of preventive services exist, but there is sparse research on how rural, suburban, or urban differences impact physician adherence to clinical preventive service guidelines. We aimed to identify factors that may cause differences in adherence to preventive service guidelines among rural, suburban, and urban primary care physicians. Methods This qualitative study involved in‐depth semistructured interviews with 29 purposively sampled primary care physicians (10 rural, 10 suburban, 9 urban) in Missouri. Physicians were asked to describe barriers and facilitators to clinical preventive service guideline adherence. Using techniques from grounded theory analysis, 2 coders first independently conducted content analysis then reconciled differences in coding to ensure agreement on intended meaning of transcripts. Findings Patient epidemiologic differences, distance to health care services, and care coordination were reported as prominent factors that produced differences in preventive service guideline adherence among rural, suburban, and urban physicians. Epidemiologic differences impacted all physicians, but rural physicians highlighted the importance of occupational risk factors in their patients. Greater distance to health care services reduced visit frequency and was a prominent barrier for rural physicians. Care coordination among health care providers was problematic for suburban and urban physicians. Patient resistance to medical care and inadequate access to resources and specialists were identified as barriers by some rural physicians. Conclusions The rural, suburban, or urban context impacts whether a physician will adhere to clinical preventive service guidelines. Efforts to increase guideline adherence should consider the barriers and facilitators unique to rural, suburban, or urban areas.
    May 23, 2013   doi: 10.1111/jrh.12025   open full text
  • The Association of Intimate Partner Violence and Depressive Symptoms in a Cohort of Rural Couples.
    Lynette M. Renner, Leah Habib, Ann M. Stromquist, Corinne Peek‐Asa.
    The Journal of Rural Health. May 23, 2013
    Purpose The purpose of this study was to estimate the prevalence of physical and emotional intimate partner violence (IPV) perpetration and victimization among adult, cohabitating couples. The association between IPV and depressive symptoms, as well as the severity of depressive symptoms, was reported for both males and females. Methods In a rural cohort study, 548 couples completed survey items concerning physical and emotional IPV, and mental health. Findings Males and females who perpetrated physical IPV were 17.7 and 11.5 times more likely, respectively, to also be victims of physical IPV. Male and female perpetrators of emotional IPV were 18.7 and 5.2 times as likely, respectively, to also be victims of emotional IPV. Males and females with IPV histories were 3.0 and 2.4 times more likely, respectively, to have depressive symptoms (P < .001) than those without abuse histories. Females reported higher scores than males on the depressive symptoms index. Conclusions This study suggests that many couples in rural areas use physical and emotional violence against each other in their relationships, and that both males and females who report a history of IPV are more likely to report depressive symptoms. These findings support IPV screening for physical and emotional violence among all patients and providing follow‐up intervention programs in health care settings.
    May 23, 2013   doi: 10.1111/jrh.12026   open full text
  • Geographic Disparities in Patient Travel for Dialysis in the United States.
    J. Mark Stephens, Samuel Brotherton, Stephan C. Dunning, Larry C. Emerson, David T. Gilbertson, David J. Harrison, John J. Kochevar, Ann C. McClellan, William M. McClellan, Shaowei Wan, Matthew Gitlin.
    The Journal of Rural Health. April 11, 2013
    Purpose To estimate travel distance and time for US hemodialysis patients and to compare travel of rural versus urban patients. Methods Dialysis patient residences were estimated from ZIP code‐level patient counts as of February 2011 allocated within the ZIP code proportional to census tract‐level population, obtained from the 2010 US Census. Dialysis facility addresses were obtained from Medicare public‐use files. Patients were assigned to an “original” and “replacement” facility, assuming patients used the facility closest to home and would select the next closest facility as a replacement, if a replacement facility was required. Driving distances and times were calculated between patient residences and facility locations using GIS software. Findings The mean one‐way driving distance to the original facility was 7.9 miles; for rural patients average distances were 2.5 times farther than for urban patients (15.9 vs 6.2 miles). Mean driving distance to a replacement facility was 10.6 miles, with rural patients traveling on average 4 times farther than urban patients to a replacement facility (28.8 vs 6.8 miles). Conclusion Rural patients travel much longer distances for dialysis than urban patients. Accessing alternative facilities, if required, would greatly increase rural patient travel, while having little impact on urban patients. Increased travel could have clinical implications as longer travel is associated with increased mortality and decreased quality of life.
    April 11, 2013   doi: 10.1111/jrh.12022   open full text
  • Access to Care and Impacts of Cancer on Daily Life: Do They Differ for Metropolitan Versus Regional Hematological Cancer Survivors?
    Christine L. Paul, Alix E. Hall, Mariko L. Carey, Emilie C. Cameron, Tara Clinton‐McHarg.
    The Journal of Rural Health. March 25, 2013
    Purpose Little is known about access to care for hematological cancer patients. This study explored patient experiences of barriers to accessing care and associated financial and social impacts of the disease. Metropolitan versus nonmetropolitan experiences were compared. Methods A state‐based Australian cancer registry identified adult survivors of hematological cancers (including lymphoma, leukemia and myeloma) diagnosed in the previous 3 years. Survivors were mailed a self‐report pen and paper survey. Findings Of the 732 eligible survivors, 268 (37%) completed a survey. Forty percent of participants reported at least one locational barrier which limited access to care. Only 2% reported cancer‐related expenses had restricted their treatment choices. Almost two‐thirds (64%) reported at least one financial or social impact on their daily lives related to cancer. The most frequently reported impacts were the need to take time off work (44%) and difficulty paying bills (21%). Survivors living in a nonmetropolitan location had 17 times the odds of reporting locational or financial barriers compared with those in metropolitan areas. Preferred potential solutions to alleviate the financial and social impacts of the disease were: free parking for tests or treatment (37%), free medications or treatments (29%), and being able to get treatment in their local region (20%). Conclusions Providing more equitable access to care for hematological cancer patients in Australia requires addressing distances traveled to attend treatment and their associated financial and social impacts on nonmetropolitan patients. Greater flexibility in service delivery is also needed for patients still in the workforce.
    March 25, 2013   doi: 10.1111/jrh.12020   open full text
  • Health Literacy and Urbanicity Among Cancer Patients.
    Julie Halverson, Ana Martinez‐Donate, Amy Trentham‐Dietz, Matthew C. Walsh, Jeanne Schaaf Strickland, Mari Palta, Paul D. Smith, James Cleary.
    The Journal of Rural Health. March 25, 2013
    Purpose Low health literacy is associated with inadequate health care utilization and poor health outcomes, particularly among elderly persons. There is a dearth of research exploring the relationship between health literacy and place of residence (urbanicity). This study examined the association between urbanicity and health literacy, as well as factors related to low health literacy, among cancer patients. Methods A cross‐sectional survey was conducted with a population‐based sample of 1,841 cancer patients in Wisconsin. Data on sociodemographics, urbanicity, clinical characteristics, insurance status, and health literacy were obtained from the state's cancer registry and participants’ answers to a mailed questionnaire. Partially and fully adjusted multivariate logistic regression models were fitted to examine: (1) the association between urbanicity and health literacy and (2) the role of socioeconomic status as a possible mediator of this relationship. Findings Rural cancer patients had a 33% (95% CI: 1.06‐1.67) higher odds of having lower levels of health literacy than their counterparts in more urban areas of Wisconsin. The association between urbanicity and health literacy attenuated after controlling for socioeconomic status. Conclusions Level of urbanicity was significantly related to health literacy. Socioeconomic status fully mediated the relationship between urbanicity and health literacy. These results call for policies and interventions to assess and address health literacy barriers among cancer patients in rural areas.
    March 25, 2013   doi: 10.1111/jrh.12018   open full text
  • Communication and Mass Vaccination Strategies After Pertussis Outbreak in Rural Amish Communities—Illinois, 2009–2010.
    Andrew Medina‐Marino, Debra Reynolds, Carol Finley, Susan Hays, Jane Jones, Kenneth Soyemi.
    The Journal of Rural Health. March 25, 2013
    Purpose During January 2010, 2 infants from an Amish community in east‐central Illinois were hospitalized with pertussis. The local health department (LDH) intervened to control disease transmission, identify contributing factors, and determine best communications methods to improve vaccination coverage. Methods A retrospective cohort study was conducted using public health surveillance data to determine the extent of the outbreak; the standard Centers for Disease Control and Prevention and Council of State and Territorial Epidemiologists case definition for pertussis was used. The standardized Illinois Department of Public Health pertussis patient interview form was used to collect demographic, symptom, vaccination history, and treatment history information. To control disease transmission, LDH staff worked with the Amish community to promote a vaccination campaign during February 6–April 30, 2010. Findings Forty‐seven cases were identified, with onsets during December 2009–March 2010. Median age was 7 (interquartile range 1–12) years. Nineteen (40%) patients were male; 39 (83%) were aged <18 years; 37 (79%) had not received any pertussis‐containing vaccine. Presenting symptoms did not differ substantially between vaccinated and unvaccinated patients. Duration of cough was longer among unvaccinated than vaccinated patients (32 vs 15.5 days, P = .002). Compared with vaccinated patients, proportionately more unvaccinated patients reported secondary household transmission (30% vs 72%; P = .012). Through enhanced vaccination campaigns, 251 (∼10%) Amish community members were administered 254 pertussis‐containing vaccines. Conclusions Targeted health communication and outreach resulted in a successful vaccine campaign and long‐running monthly vaccination clinic. Amish do not universally reject vaccines, and their practices regarding vaccination are not static.
    March 25, 2013   doi: 10.1111/jrh.12019   open full text
  • A Qualitative Analysis of Provider Barriers and Solutions to HIV Testing for Substance Users in a Small, Largely Rural Southern State.
    Patricia B. Wright, Geoffrey M. Curran, Katharine E. Stewart, Brenda M. Booth.
    The Journal of Rural Health. March 25, 2013
    Purpose Integrating HIV testing programs into substance use treatment is a promising avenue to help increase access to HIV testing for rural drug users. Yet few outpatient substance abuse treatment facilities in the United States provide HIV testing. The purpose of this study was to identify barriers to incorporating HIV testing with substance use treatment from the perspectives of treatment and testing providers in Arkansas. Methods We used purposive sampling from state directories to recruit providers at state, organization, and individual levels to participate in this exploratory study. Using an interview guide, the first and second authors conducted semistructured individual interviews in each provider's office or by telephone. All interviews were recorded, transcribed verbatim, and entered into ATLAS.ti software (ATLAS.ti Scientific Software Development GmbH, Berlin, Germany). We used constant comparison and content analysis techniques to identify codes, categories, and primary patterns in the data. Findings The sample consisted of 28 providers throughout the state, 18 from the substance use system and 10 from the public/ community health system. We identified 7 categories of barriers: environmental constraints, policy constraints, funding constraints, organizational structure, limited inter‐ and intra‐agency communication, burden of responsibility, and client fragility. Conclusions This study presents the practice‐based realities of barriers to integrating HIV testing with substance use treatment in a small, largely rural state. Some system and/or organization leaders were either unaware of or not actively pursuing external funds available to them specifically for engaging substance users in HIV testing. However, funding does not address the system‐level need for coordination of resources and services at the state level.
    March 25, 2013   doi: 10.1111/jrh.12021   open full text
  • Personal and Family Health in Rural Areas of Kentucky With and Without Mountaintop Coal Mining.
    Michael Hendryx.
    The Journal of Rural Health. March 12, 2013
    Purpose This study investigates health disparities for adults residing in a mountaintop coal mining area of Appalachian Kentucky. Mountaintop mining areas are characterized by severe economic disadvantage and by mining‐related environmental hazards. Methods A community‐based participatory research study was implemented to collect information from residents on health conditions and symptoms for themselves and other household members in a rural mountaintop mining area compared to a rural nonmining area of eastern Kentucky. A door‐to‐door health interview collected data from 952 adults. Data were analyzed using prevalence rate ratio models. Findings Adjusting for covariates, significantly poorer health conditions were observed in the mountaintop mining community on: self‐rated health status, illness symptoms across multiple organ systems, lifetime and current asthma, chronic obstructive pulmonary disease, and hypertension. Respondents in mountaintop mining communities were also significantly more likely to report that household members had experienced serious illness, or had died from cancer in the past 5 years. Significant differences were not observed for self‐reported cancer, angina, or stroke, although differences in cardiovascular symptoms and household cancer were reported. Conclusions Efforts to reduce longstanding health problems in Appalachia must focus on mountaintop mining portions of the region, and should seek to eliminate socioeconomic and environmental disparities.
    March 12, 2013   doi: 10.1111/jrh.12016   open full text
  • Patient Safety Perspectives of Providers and Nurses: The Experience of a Rural Ambulatory Care Practice Using an EHR With E‐prescribing.
    James D. Bramble, Amy A. Abbott, Kevin T. Fuji, Karen A. Paschal, Mark V. Siracuse, Kimberly Galt.
    The Journal of Rural Health. March 12, 2013
    Purpose The purpose of this study was to identify and describe safety improvements and concerns indicated by providers and nurses in a rural community ambulatory care practice using an electronic health record with an e‐prescribing feature (EHR with eRx). Methods Two focus groups were conducted; 1 with providers and the other with nurses. Participants responded to questions and discussed their perceptions of safety improvements and concerns with use of an EHR with eRx. Transcripts were analyzed using sequential and continuous analytic methods. Findings Three themes centered on efficiency and patient safety emerged from data analysis: (1) EHR with eRx adoption has led to new improvements and concerns for patient safety, (2) the EHR with eRx has affected efficiency in the clinic, and (3) EHR with eRx adoption has led to workarounds. Conclusions Concerns remain among providers and nurses regarding the use of EHR with eRx applications, although concerns differed between groups. Therefore, When EHR improvements are planned, it is important to consider the differing needs of the professionals who deliver care.
    March 12, 2013   doi: 10.1111/jrh.12015   open full text
  • Prevalence of and Factors Associated With Subclinical Posttraumatic Stress Symptoms and PTSD in Urban and Rural Areas of Montana: A Cross‐Sectional Study.
    Lance D. Erickson, Dawson W. Hedges, Vaughn R. A. Call, Byron Bair.
    The Journal of Rural Health. March 12, 2013
    Purpose Posttraumatic stress disorder (PTSD) is an important clinical problem, but little is known about PTSD in rural, nonclinical populations. To better understand PTSD in rural areas, we examined the prevalence and risk and protective factors in urban, rural, and highly rural communities in Montana for both subclinical posttraumatic stress symptoms (PTSS) and PTSD. Methods We compared the prevalence of PTSS and PTSD in urban, rural, and highly rural communities in bivariate and multivariable regression analyses using self‐reported cross‐sectional survey data from the Montana Health Matters study (N = 3,512), a state‐representative household‐based survey done in 2010‐2011. We also explore potential risk and protective factors for PTSS and PTSD and whether risk and protective factors for each differ by rurality. Findings There were no differences in the level of PTSS by rurality in bivariate or multivariate models, and the bivariate relationship between rurality and PTSD became nonsignificant in a multivariate model. Only locus of control was predictive for PTSS; however, gender, age, marital status, income, employment status, community fit, locus of control, and religiosity were associated with PTSD. Some risk and protective factors operate differently by rurality. Conclusions Although our findings are subject to weaknesses common to cross‐sectional data and are based on questionnaire reports, it appears that there are different risk and protective factors for PTSS and PTSD, suggesting that PTSD may be qualitatively different from PTSS. Furthermore, differences in risk and protective factors across urban and rural communities suggest more attention is needed to understand PTSD in rural communities.
    March 12, 2013   doi: 10.1111/jrh.12017   open full text
  • China's New Rural Cooperative Medical Scheme and Underutilization of Medical Care Among Adults Over 45: Evidence From CHARLS Pilot Data.
    Lu Shi, Donglan Zhang.
    The Journal of Rural Health. March 05, 2013
    Purpose With its population rapidly aging, China needs prompt action to facilitate the middle‐aged and senior citizens' utilization of health care. The New Rural Cooperative Medical Scheme (NCMS), a health care reform initiative started in 2003, is currently China's primary insurance program for the rural population. Methods With a 2‐province pilot sample (Gansu, the poorest province, and Zhejiang, one of the richest) of people over age 45 from the China Health and Retirement Longitudinal Study (CHARLS), this paper used logistic regressions to examine the association between the coverage of New Rural Cooperative Medical Scheme and the underutilization of medical care. Findings Among those who had a need to visit a health care provider during the previous month, people covered by NCMS were more likely to underutilize outpatient care than the uninsured (Odds Ratio = 5.610, 2.035‐15.466). As for those who had a need to be hospitalized in the past year, the association between NCMS coverage and the underutilization of inpatient care was not statistically significant (Odds Ratio = 1.907, 0.335‐10.862). Low total household expenditure per capita, living in the inland province of Gansu, and being an urban resident were also associated with underutilizing outpatient care. Conclusion Further research is needed to understand the negative association between NCMS coverage and outpatient care utilization.
    March 05, 2013   doi: 10.1111/jrh.12013   open full text
  • General Dentist Characteristics Associated With Rural Practice Location.
    Susan C. McKernan, Raymond A. Kuthy, Golnaz Kavand.
    The Journal of Rural Health. February 22, 2013
    Purpose To examine whether there is a difference in the likelihood that a general dentist practices in a rural location based on individual characteristics, including dental school attended, birth state, practice arrangement, sex, and age. Methods All private practice, general dentists in Iowa were included in this study. Data were extracted from the year 2010 version of the Iowa Dentist Tracking System, which monitors practice patterns of active dentists. Rurality of primary office location, categorized using Rural‐Urban Commuting Area codes, served as the outcome variable. Chi‐square tests and multivariable logistic regression were used to explain associations between rural practice location and dentist characteristics. Findings Fifteen percent of the state's population resided in isolated small rural towns, but only 8% of general dentists practiced here. Approximately 17% of dentists in isolated small rural towns were age 40 or younger, compared to 32% of dentists in urban areas. Among male dentists, those who were born in Iowa (P = .002) were older (P = .020), and graduated from dental schools other than the University of Iowa (P = .009) were more likely to practice in rural areas than were their counterparts. Conversely, among female dentists, solo practice (P = .016) was the only variable significantly associated with rural practice location. Conclusions The dentist workforce in rural areas of Iowa is dominated by older males who were born in Iowa. As this generation retires and increasing numbers of women enter the profession, state policy makers and planners will need to monitor changing trends in the rural workforce.
    February 22, 2013   doi: 10.1111/jrh.12004   open full text
  • Rural‐Urban Disparities in Quality of Life Among Patients With COPD.
    Bradford E. Jackson, David B. Coultas, Sumihiro Suzuki, Karan P. Singh, Sejong Bae.
    The Journal of Rural Health. February 22, 2013
    Purpose Limited evidence in the United States suggests that among patients with chronic obstructive pulmonary disease (COPD), rural residence is associated with higher hospitalization rates and increased mortality. However, little is known about the reasons for these disparities. This study's purpose was to describe the health status of rural versus urban residence among patients with COPD and to examine factors associated with differences between these 2 locations. Methods This was a cross‐sectional study of baseline data from a representative sample of patients with COPD enrolled in a clinical trial. Rural‐urban residence was determined from ZIP code. Health status was measured using the SF‐12 and health care utilization. Independent sample t‐tests, chi‐square tests, and multiple linear and logistic regressions were performed to examine differences between rural and urban patients. Findings Rural residence was associated with poorer health status and higher health care utilization. Among rural patients unadjusted physical functioning scores were lower on the SF‐12 (30.22 vs 33.49; P = .005) that persisted after adjustment for potential confounders (β = –2.35; P = .04). However, after further adjustment for social and psychological factors only the body‐mass index, airflow obstruction, dyspnea, and exercise (BODE) index was significantly associated with health status. Conclusions In this representative sample of patients with COPD rural residence was associated with worse health status, primarily associated with greater impairment as measured by BODE index. While rural patients reported a higher dose of smoking, a number of other unmeasured factors associated with rural residence may contribute to these disparities.
    February 22, 2013   doi: 10.1111/jrh.12005   open full text
  • Perceived Barriers, Resources, and Training Needs of Rural Primary Care Providers Relevant to the Management of Childhood Obesity.
    Nancy E. Findholt, Melinda M. Davis, Yvonne L. Michael.
    The Journal of Rural Health. February 22, 2013
    Purpose To explore the perceived barriers, resources, and training needs of rural primary care providers in relation to implementing the American Medical Association Expert Committee recommendations for assessment, treatment, and prevention of childhood obesity. Methods In‐depth interviews were conducted with 13 rural primary care providers in Oregon. Transcribed interviews were thematically coded. Results Barriers to addressing childhood obesity fell into 5 categories: barriers related to the practice (time constraints, lack of reimbursement, few opportunities to detect obesity), the clinician (limited knowledge), the family/patient (family lifestyle and lack of parent motivation to change, low family income and lack of health insurance, sensitivity of the issue), the community (lack of pediatric subspecialists and multidisciplinary/tertiary care services, few community resources), and the broader sociocultural environment (sociocultural influences, high prevalence of childhood obesity). There were very few clinic and community resources to assist clinicians in addressing weight issues. Clinicians had received little previous training relevant to childhood obesity, and they expressed an interest in several topics. Conclusions Rural primary care providers face extensive barriers in relation to implementing recommended practices for assessment, treatment, and prevention of childhood obesity. Particularly problematic is the lack of local and regional resources. Employing nurses to provide case management and behavior counseling, group visits, and telehealth and other technological communications are strategies that could improve the management of childhood obesity in rural primary care settings.
    February 22, 2013   doi: 10.1111/jrh.12006   open full text
  • Depression, Social Factors, and Farmworker Health Care Utilization.
    A. Georges, T. Alterman, S. Gabbard, J. G. Grzywacz, R. Shen, J. Nakamoto, D. J. Carroll, C. Muntaner.
    The Journal of Rural Health. February 22, 2013
    Purpose Farmworkers frequently live in rural areas and experience high rates of depressive symptoms. This study examines the association between elevated depressive symptoms and health care utilization among Latino farmworkers. Methods Data were obtained from 2,905 Latino farmworkers interviewed for the National Agricultural Workers Survey. Elevated depressive symptoms were measured using the Center for Epidemiologic Studies Depression short‐form. A dichotomous health care utilization variable was constructed from self‐reported use of health care services in the United States. A categorical measure of provider type was constructed for those reporting use of health care. Results Over 50% of farmworkers reported at least 1 health care visit in the United States during the past 2 years; most visits occurred in a private practice. The odds of reporting health care utilization in the United States were 45% higher among farmworkers with elevated depressive symptoms. Type of provider was not associated with depressive symptoms. Women were more likely to seek health care; education and family relationships were associated with health care utilization. Conclusions Latino farmworkers who live and work in rural areas seek care from private practices or migrant/Community Health Clinics. Farmworkers with elevated depressive symptoms are more likely to access health care. Rural health care providers need to be prepared to recognize, screen, and treat mental health problems among Latino farmworkers. Outreach focused on protecting farmworker mental health may be useful in reducing health care utilization while improving farmworker quality of life.
    February 22, 2013   doi: 10.1111/jrh.12008   open full text
  • Trends in Observation Care Among Medicare Fee‐for‐Service Beneficiaries at Critical Access Hospitals, 2007‐2009.
    Brad Wright, Hye‐Young Jung, Zhanlian Feng, Vincent Mor.
    The Journal of Rural Health. February 22, 2013
    Purpose Observation care is used to evaluate patients prior to admission or discharge. Often beneficial, such care also imposes greater financial liability on Medicare beneficiaries. While the use of observation care has increased recently, critical access hospitals (CAHs) face different policies than prospective payment (PPS) hospitals, which may influence their observation care use. Methods We used 100% Medicare inpatient and outpatient claims files and enrollment data for years 2007 to 2009, and the 2007 American Hospital Association data to compare trends in the likelihood, prevalence and duration of observation stays between CAHs and PPS hospitals in metro and non‐metro areas among fee‐for‐service Medicare beneficiaries over age 65. Findings While PPS hospitals are more likely to provide any observation care, the 3‐year increase in the proportion of CAHs providing any observation care is approximately 5 times as great as the increase among PPS hospitals. Among hospitals providing any observation care in 2007, the prevalence at CAHs was 35.7% higher than at non‐metro PPS hospitals and 72.8% higher than at metro PPS hospitals. By 2009, these respective figures had increased to 63.1% and 111%. Average stay duration increased more slowly for CAHs than for PPS hospitals. Conclusions These data suggest that a growing proportion of CAHs are providing observation care and that CAHs provide relatively more observation care than PPS hospitals, but they have shorter average stays. This may have important financial implications for Medicare beneficiaries.
    February 22, 2013   doi: 10.1111/jrh.12007   open full text
  • Does Patients' Place of Residence Affect the Type of Physician Performing Primary Excision of Cutaneous Melanoma in Northern Scotland?
    Joanna Green, Peter Murchie, Amanda J. Lee.
    The Journal of Rural Health. February 21, 2013
    Background Rural residence may adversely affect cancer outcomes, perhaps because rural cancer patients are managed differently. Current UK guidelines recommend all patients with suspected melanoma be referred urgently for specialist excision biopsy; however, up to 20% of patients receive their biopsy in primary care. This project explored if rural dwellers with melanoma were more likely to have their primary biopsy in primary care. Methods A clinical database of all primary cutaneous melanomas diagnosed in Northern Scotland between January 1991 and July 2007 was analyzed for patient demographics, clinical variables, and intermediate outcomes. Significant findings on univariate analysis were then included in a binary logistic regression model to adjust for confounders. Results On univariate analysis patients living in rural areas were significantly more likely to have their melanomas excised in primary care compared with those living in the city (26.3% compared with 17.7%, P < .001). There were no significant differences between rural and urban dwellers in Breslow thickness or completeness of excision. Following adjustment for key confounders, those living in suburban areas and remote small towns were significantly more likely to be treated contrary to current UK melanoma guidelines compared to those in cities. Conclusions In Northern Scotland patients living in suburban areas and remote small towns are significantly more likely to have an initial melanoma excision in primary care, contrary to current UK guidelines. This geographical contrast signposts the way to further in‐depth research into the interplay between place of residence and how the cancer journey is experienced.
    February 21, 2013   doi: 10.1111/jrh.12011   open full text
  • Perspectives on Healthy Eating Among Appalachian Residents.
    Nancy E. Schoenberg, Britteny M. Howell, Mark Swanson, Christopher Grosh, Shoshana Bardach.
    The Journal of Rural Health. February 21, 2013
    Purpose Extensive attention has been focused on improving the dietary intake of Americans. Such focus is warranted due to increasing rates of overweight, obesity, and other dietary‐related disease. To address suboptimal dietary intake requires an improved, contextualized understanding of the multiple and intersecting influences on healthy eating, particularly among those populations at greatest risk of and from poor diet, including rural residents. Methods During 8 focus groups (N = 99) and 6 group key informant interviews (N = 20), diverse Appalachian rural residents were queried about their perceptions of healthy eating, determinants of healthy food intake, and recommendations for improving the dietary intake of people in their communities. Participants included church members and other laypeople, public health officials, social service providers, health care professionals, and others. Findings Participants offered insights on healthy eating consistent with the categories of individual, interpersonal, community, physical, environmental, and society‐level influences described in the socioecological model. Although many participants identified gaps in dietary knowledge as a persistent problem, informants also identified extraindividual factors, including the influence of family, fellow church members, and schools, policy, advertising and media, and general societal trends, as challenges to healthy dietary intake. We highlight Appalachian residents' recommendations for promoting healthier diets, including support groups, educational workshops, cooking classes, and community gardening. Conclusions We discuss the implications of these findings for programmatic development in the Appalachian context.
    February 21, 2013   doi: 10.1111/jrh.12009   open full text
  • Relationships Between Health Behaviors and Weight Status in American Indian and White Rural Children.
    Jeffrey E. Holm, Kaitlin R. Lilienthal, Dmitri V. Poltavski, Nancy Vogeltanz‐Holm.
    The Journal of Rural Health. February 21, 2013
    Purpose: Preventing obesity in childhood is an increasingly important public health goal. Prevention efforts can be improved by better understanding relationships between health behaviors and overweight and obesity. This study examined such relationships in young American Indian and white children living in the rural United States. Methods: Self‐report measures of diet, screen time (passive and active), and physical activity were combined with cardiovascular fitness in cross‐sectional analyses to predict weight categories based on body mass index percentiles in 306 American Indian and white children (aged 8‐9 years) from a rural area in the upper Midwestern United States. Findings: Multinomial logistic regression models were statistically significant for girls (χ2[20]= 42.73, P < .01), boys (χ2[20]= 50.44, P < .001), American Indian (χ2[20]= 36.67, P < .05), and white children (χ2[20]= 55.99, P < .001). Obesity was associated with poorer cardiovascular fitness in girls (OR = 0.82), boys (OR = 0.83), American Indian (OR = 0.79), and white children (OR = 0.85), and with passive screen time in girls (OR = 1.69), boys (OR = 2.1), and white children (OR = 1.81). Overweight was associated with passive screen time (OR = 2.24) and inversely with active screen time (OR = 0.54), but only in boys. Conclusions: Logistic regression models were more successful at predicting obesity than overweight in all groups of participants. Poorer cardiovascular fitness showed the strongest and most consistent association with obesity, but passive screen time was also a significant and important contributor to the prediction of obesity in most prediction models. Prediction models were similar in girls, boys, American Indian, and white children.
    February 21, 2013   doi: 10.1111/jrh.12010   open full text
  • Increasing Access to Cholesterol Screening in Rural Communities Catalyzes Cardiovascular Disease Prevention.
    David C. Landy, Michael A. Gorin, Robert J. Rudock, Mark T O’Connell.
    The Journal of Rural Health. January 29, 2013
    Purpose: Despite increasing frequency, little evidence guides cholesterol screening in less traditional health care settings, such as rural health fairs. Methods: The Miller School of Medicine Department of Community Service (DOCS) is a student‐run organization providing free basic health care to underserved South Florida communities. We retrospectively reviewed all new patients seen at 2007 DOCS rural fairs to describe their low‐density lipoprotein (LDL) and high‐density lipoprotein (HDL) values. In addition, we assessed if patient characteristics were associated with cholesterol abnormalities and whether patients with abnormalities who returned to a subsequent fair in 2008 or 2009 improved their cholesterol. Findings: Of 252 patients, 145 (58%) had an LDL cholesterol over 129 mg/dL and 61 (24%) had an HDL cholesterol below 40 mg/dL or 50 mg/dL for males and females, respectively. Baseline LDL cholesterol was not associated with body‐mass index (BMI), age over 60 years, gender, healthy lifestyle habits, or insurance status. Of 36 patients with elevated LDL cholesterol and a follow‐up screening, 24 (67%) reduced their LDL cholesterol by at least 16 mg/dL though reductions were not associated with BMI reduction, and 22 (61%) increased their HDL cholesterol by at least 5 mg/dL, trending with BMI reduction. Conclusions: Cholesterol screening at rural fairs can identify a high proportion of patients with abnormal cholesterol, including those who might not be considered at high risk. Although this may catalyze favorable cholesterol changes, the lack of an association with weight loss suggests patients seek additional medical care, which should be considered before offering cholesterol screening at fairs.
    January 29, 2013   doi: 10.1111/jrh.12002   open full text
  • Promoting Use of Booster Seats in Rural Areas Through Community Sports Programs.
    Mary E. Aitken, Beverly K. Miller, Byron L. Anderson, Christopher J. Swearingen, Kathy W. Monroe, Dawn Daniels, Joseph O‧Neil, L.R. “Tres” Scherer, John Hafner, Samantha H. Mullins.
    The Journal of Rural Health. January 28, 2013
    Background Booster seats reduce mortality and morbidity for young children in car crashes, but use is low, particularly in rural areas. This study targeted rural communities in 4 states using a community sports‐based approach. Objective The Strike Out Child Passenger Injury (Strike Out) intervention incorporated education about booster seat use in children ages 4‐7 years within instructional baseball programs. We tested the effectiveness of Strike Out in increasing correct restraint use among participating children. Methods Twenty communities with similar demographics from 4 states participated in a nonrandomized, controlled trial. Surveys of restraint use were conducted before and after baseball season. Intervention communities received tailored education and parents had direct consultation on booster seat use. Control communities received only brochures. Results One thousand fourteen preintervention observation surveys for children ages 4‐7 years (Intervention Group [I]: N = 511, Control [C]: N = 503) and 761 postintervention surveys (I: N = 409, C: N = 352) were obtained. For 3 of 4 states, the intervention resulted in increases in recommended child restraint use (Alabama +15.5%, Arkansas +16.1%, Illinois +11.0%). Communities in 1 state (Indiana) did not have a positive response (–9.2%). Overall, unadjusted restraint use increased 10.2% in intervention and 1.7% in control communities (P = .02). After adjustment for each state in the study, booster seat use was increased in intervention communities (Cochran‐Mantel‐Haenszel odds ratio 1.56, 95% confidence interval [1.16‐2.10]). Conclusions A tailored intervention using baseball programs increased appropriate restraint use among targeted rural children overall and in 3 of 4 states studied. Such interventions hold promise for expansion into other sports and populations.
    January 28, 2013   doi: 10.1111/jrh.12000   open full text
  • The Journal of Rural Health Reviewers, July 2011‐‐June 2012.

    The Journal of Rural Health. August 21, 2012
    There is no abstract available for this paper.
    August 21, 2012   doi: 10.1111/j.1748-0361.2012.00437.x   open full text