ArticleThe International journal on drug policy2023
Rethinking urban-rural designations in public health surveillance of the overdose crisis and crafting an agenda for future monitoring.
Article in The International journal on drug policy, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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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.
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Who cites it
2 citing papers in PubMed.
- Guiding principles for clinical research on substance use disorders in rural communities.Journal of substance use and addiction treatment · 2026Article
- Spatial associations between alcohol detection in opioid overdose deaths and alcohol outlets.Drug and alcohol dependence · 2025Article
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
Rurality has served as a key concept in popular and scientific understandings of the US overdose crisis, with White, rural, and low-income areas thought to be most heavily affected. However, we observe that overdose trends have risen nearly uniformly across the urban-rural designations employed in most research, implying that their importance has likely been overstated or incorrectly conceptualized. Nevertheless, urbanicity/rurality does serve as a key axis to understand inequalities in overdose mortality when assessed with more nuanced modalities-employing a more granular analysis of geography at the sub-county level, and intersecting rurality sociodemographic indices such as race/ethnicity. Using national overdose data from 1999-2021, we illustrate the intersectional importance of rurality for overdose surveillance. Finally, we offer recommendations for integrating these insights into drug overdose surveillance moving forward.
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Registered trials
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