Chronic pain is a critical public health problem that affects over 100 million Americans. Medical pain treatments carry undesirable side effects, whereas low-risk psychosocial treatments offer notable benefits, in combination or in isolation. This report presents the protocol for the Learning About My Pain study, one of the first comparative-effectiveness trials funded by the Patient-Centered Outcomes Research Institute. Adhering to published standards for clinical trials (e.g. Standard Protocol Items: Recommendations for Intervention Trials), it provides an overview of the trial (n = 294), comparing cognitive-behavioral and education pain interventions to usual care, and a detailed description of how its methodology reduces the risks from bias.