Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 Nov 1:252:110991.
doi: 10.1016/j.drugalcdep.2023.110991. Epub 2023 Oct 12.

The association between community social vulnerability and prescription opioid availability with individual opioid overdose

Affiliations

The association between community social vulnerability and prescription opioid availability with individual opioid overdose

Sanae El Ibrahimi et al. Drug Alcohol Depend. .

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.

PubMed Disclaimer

Conflict of interest statement

Declaration of Competing Interest None declared.

Figures

Figure 1:
Figure 1:. Cohort exclusions.
EP: exposure period (January 1, 2018-December 31, 2018)

Similar articles

Cited by

References

    1. Altekruse SF, Cosgrove CM, Altekruse WC, Jenkins RA, Blanco C. Socioeconomic risk factors for fatal opioid overdoses in the United States: Findings from the Mortality Disparities in American Communities Study (MDAC). PloS one. 2020;15(1):e0227966. - PMC - PubMed
    1. Barocas JA, Wang J, Marshall BDL, et al. Sociodemographic factors and social determinants associated with toxicology confirmed polysubstance opioid-related deaths. Drug Alcohol Depend. 2019;200:59–63. - PMC - PubMed
    1. 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
    1. Cartus AR, Li Y, Macmadu A, et al. Forecasted and Observed Drug Overdose Deaths in the US During the COVID-19 Pandemic in 2020. JAMA Network Open. 2022;5(3):e223418–e223418. - PMC - PubMed
    1. 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

Substances