ArticleJournal of urban health : bulletin of the New York Academy of Medicine2025
County-Level COVID-19 Policy Comprehensiveness and Adult Behavioral Health during 2021 : County-Level COVID-19 Policy and Adult Behavioral Health.
Article in Journal of urban health : bulletin of the New York Academy of Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
1 citing paper in PubMed.
- Association of pandemic-era US county-level policies with adult health and health behaviors.SSM - population health · 2026Article
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Authors and funding
7 authors.
Funding
Abstract
Epidemiologic research has found worsening behavioral health in the USA since 2020. Local policies may have contributed to these patterns and associated disparities. However, scant research has systematically documented county-level COVID-19-era policymaking or empirically investigated its health impacts. To investigate this question, we linked the US COVID-19 County Policy Database-a novel database with weekly data from 2020 to 2021 on 26 policies for 309 primarily urban counties-to data on adult behavioral health from the cross-sectional 2021 National Survey on Drug Use and Health (N = 25,600). We created measures of policy comprehensiveness by aggregating individual policies into an overall score, and into three domains: containment/closure, economic response, and public health. Outcomes included any past-30-day use and frequency of use of multiple substances (alcohol, binge alcohol, cigarettes, marijuana, non-marijuana illicit drug use, and vaping) and past-30-day psychological distress. Models adjusted for individual covariates, county fixed effects, and time-varying county-level COVID-19 covariates. We found that increases in overall policy comprehensiveness-and comprehensiveness in each of three domains-over time were not associated with the behavioral health outcomes assessed. Meanwhile, stratified models found some variability in associations across sex, racial/ethnic, education, and urban subgroups. This study established the feasibility, utility, and potential challenges of linking newly available COVID-19-related county policy data with health data to examine county-level policy influences on behavioral health. Further research is needed to inform responses to current behavioral health needs and future public health emergencies.
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