The association between community social vulnerability and prescription opioid availability with individual opioid overdose
- PMID: 37862877
- PMCID: PMC10754350
- DOI: 10.1016/j.drugalcdep.2023.110991
The association between community social vulnerability and prescription opioid availability with individual opioid overdose
Abstract
Background: This study aims to assess the association of community social vulnerability and community prescription opioid availability with individual non-fatal or fatal opioid overdose.
Methods: We identified patients 12 years of age or older from the Oregon All Payer Claims database (APCD) linked to other public health datasets. Community-level characteristics were captured in an exposure period (EP) (1/1/2018-12/31/2018) and included: census tract-level social vulnerability domains (socio-economic status, household composition, racial and ethnic minority status, and housing type and transportation), census tract-level prescriptions and community-level opioid use disorder (OUD) diagnoses per 100 capita binned into quartiles or quintiles. We employed Cox models to estimate the risk of fatal and non-fatal opioid overdoses events in the 12 months following the EP.
Main findings: We identified 1,548,252 individuals. Patients were mostly female (54%), White (61%), commercially insured (54%), and lived in metropolitan areas (81%). Of the total sample, 2485 (0.2%) experienced a non-fatal opioid overdose and 297 died of opioid overdose. There was higher hazard for non-fatal overdose in communities with greater OUD per 100 capita. We also found higher non-fatal and fatal hazards for opioid overdose among patients in communities with higher housing type and transportation-related vulnerability compared to the lowest quintile. Conversely, patients were at less risk of opioid overdose when living in communities with greater prevalence of the young or the elderly, the disabled, single parent families or low English proficiency.
Conclusion: These findings underscore the importance of the environmental context when considering public health policies to reduce opioid harms.
Keywords: Community; Opioid use disorder; Opioids; Overdose; Social vulnerability index.
Copyright © 2023 Elsevier B.V. All rights reserved.
Conflict of interest statement
Declaration of Competing Interest None declared.
Figures
Similar articles
-
Trends in opioid use disorder and overdose among opioid-naive individuals receiving an opioid prescription in Massachusetts from 2011 to 2014.Addiction. 2020 Mar;115(3):493-504. doi: 10.1111/add.14867. Epub 2019 Dec 21. Addiction. 2020. PMID: 31691390
-
Association of Household Opioid Availability With Opioid Overdose.JAMA Netw Open. 2023 Mar 1;6(3):e233385. doi: 10.1001/jamanetworkopen.2023.3385. JAMA Netw Open. 2023. PMID: 36930154 Free PMC article.
-
Individual and prescription level factors associated with overdose in opioid naïve older people.J Am Geriatr Soc. 2025 Apr;73(4):1105-1114. doi: 10.1111/jgs.19323. Epub 2024 Dec 22. J Am Geriatr Soc. 2025. PMID: 39711040
-
Prevalence and risk factors for opioid overdose among women: A systematic review and meta-analysis.Drug Alcohol Depend. 2025 Aug 1;273:112702. doi: 10.1016/j.drugalcdep.2025.112702. Epub 2025 May 16. Drug Alcohol Depend. 2025. PMID: 40449209 Review.
-
Estimating naloxone need in the USA across fentanyl, heroin, and prescription opioid epidemics: a modelling study.Lancet Public Health. 2022 Mar;7(3):e210-e218. doi: 10.1016/S2468-2667(21)00304-2. Epub 2022 Feb 10. Lancet Public Health. 2022. PMID: 35151372 Free PMC article. Review.
Cited by
-
Top Three Healthcare Trends in Orthopaedics Affecting Musculoskeletal Care in the Elderly.Curr Aging Sci. 2025;18(2):87-94. doi: 10.2174/0118746098309054240721180720. Curr Aging Sci. 2025. PMID: 39113299 Review.
-
Associations of community socioeconomic factors and opioid use disorder across an urban-to-rural spectrum in Pennsylvania: an electronic health record-based case-control study.Soc Psychiatry Psychiatr Epidemiol. 2025 Apr 11:10.1007/s00127-025-02897-1. doi: 10.1007/s00127-025-02897-1. Online ahead of print. Soc Psychiatry Psychiatr Epidemiol. 2025. PMID: 40214702
-
A Pharmacogenomics-Based In Silico Investigation of Opioid Prescribing in Post-operative Spine Pain Management and Personalized Therapy.Cell Mol Neurobiol. 2024 May 27;44(1):47. doi: 10.1007/s10571-024-01466-5. Cell Mol Neurobiol. 2024. PMID: 38801645 Free PMC article.
References
-
- Bassuk EL, Hanson J, Greene N, Richard M, Laudet A. Peer-delivered recovery support services for addictions in the United States: A systematic review. Journal of Substance Abuse Treatment. 2016;63:1–9. - PubMed
-
- Centers for Disease Control and Prevention. Data Resources: Analyzing Prescription Data and Morphine Milligram Equivalents (MME). https://www.cdc.gov/opioids/dataresources/index.html. Published 2019. Accessed 6/3/2023.
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Medical