Should I stay or should I go? Embracing causal heterogeneity in the study of pandemic policy and citizen behavior
Published online on November 27, 2021
Abstract
["Social Science Quarterly, Volume 102, Issue 5, Page 2055-2069, September 2021. ", "\nAbstract\n\nObjective\nTo test for multicausality between government policy, health outcomes, economic performance, and citizen behavior during the COVID‐19 global pandemic.\n\n\nMethods\nWe perform Granger‐causality tests to explore the interrelationship between four endogenous variables, social distancing policy, home isolation, balance rate, and average weekly COVID‐19 deaths, in the 26 states of Brazil. As exogenous variables, we included a linear time trend and a dummy for the week in which the World Health Organization (WHO) declared COVID‐19 a global pandemic.\n\n\nResults\nOur analysis of Granger causal ordering between the four variables demonstrates that there is significant heterogeneity across the Brazilian federation. These findings can be interpreted as underscoring that there is no common model applicable to all states, and that the dynamics are context‐dependent.\n\n\nConclusion\nOur suggested approach allows researchers to account for the complex interrelationship between government policy, citizen behavior, the economy, and COVID‐related health outcomes.\n\n"]