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Structural and healthcare predictors of substance use-related death following release from incarceration: A retrospective cohort study in Rhode Island, 2018-2020.

Publication ,  Journal Article
Brinkley-Rubinstein, L; LeMasters, K; Berk, J; Levintow, SN; Martino, S; Vanjani, R
Published in: Int J Drug Policy
May 2025

BACKGROUND: Incarcerated individuals are at a high risk of substance use-related death after release. While prior research has demonstrated that this is partially due to loss of tolerance during incarceration and return to use after release, structural and healthcare use factors that may also impact overdose risk have been underexplored. We assessed the relationship between structural factors (e.g., housing services received) and health care use (e.g., emergency department use) and overdose risk at 12-months post-incarceration in Rhode Island in the United States. METHODS: We used a retrospective cohort study design. Rhode Island Department of Corrections (RIDOC) data were linked with individual-level data across state agencies. Cumulative incidence of substance use-related death was estimated as a function of structural and healthcare factors using hazard ratios from cause-specific cox landmark models for dynamic predictions. RESULTS: There were 9696 individuals in the analytic sample. Most deaths that occurred within 12 months post-release involved substance use (N = 96). People who had more previous incarcerations had a higher risk of substance use-related death. Reporting taxable wages (aHR: 0.52; 95 % CI: 0.25, 1.09) was weakly associated with in a lower risk of substance use-related death while being admitted to the hospital (aHR: 1.79; 95 % CI: 0.91, 3.53) was weakly associated with a slightly higher risk of substance use-related death 12-months post-release. CONCLUSION: Structural factors were weakly associated with reduced risk of substance use-related death post-release from incarceration. Conducting needs assessments (e.g., identifying employment needs) and interventions (e.g., employment training programs) prior to or at release that address these structural factors are critical for reducing this risk. Further, these findings contribute to the evidence that decarceration should be used a public health tool given the high risk of substance use-related death post-release.

Duke Scholars

Published In

Int J Drug Policy

DOI

EISSN

1873-4758

Publication Date

May 2025

Volume

139

Start / End Page

104783

Location

Netherlands

Related Subject Headings

  • Young Adult
  • Substance-Related Disorders
  • Substance Abuse
  • Risk Factors
  • Rhode Island
  • Retrospective Studies
  • Prisoners
  • Middle Aged
  • Male
  • Incarceration
 

Citation

APA
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ICMJE
MLA
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Brinkley-Rubinstein, L., LeMasters, K., Berk, J., Levintow, S. N., Martino, S., & Vanjani, R. (2025). Structural and healthcare predictors of substance use-related death following release from incarceration: A retrospective cohort study in Rhode Island, 2018-2020. Int J Drug Policy, 139, 104783. https://doi.org/10.1016/j.drugpo.2025.104783
Brinkley-Rubinstein, Lauren, Katherine LeMasters, Justin Berk, Sara N. Levintow, Sarah Martino, and Rahul Vanjani. “Structural and healthcare predictors of substance use-related death following release from incarceration: A retrospective cohort study in Rhode Island, 2018-2020.Int J Drug Policy 139 (May 2025): 104783. https://doi.org/10.1016/j.drugpo.2025.104783.
Brinkley-Rubinstein L, LeMasters K, Berk J, Levintow SN, Martino S, Vanjani R. Structural and healthcare predictors of substance use-related death following release from incarceration: A retrospective cohort study in Rhode Island, 2018-2020. Int J Drug Policy. 2025 May;139:104783.
Brinkley-Rubinstein, Lauren, et al. “Structural and healthcare predictors of substance use-related death following release from incarceration: A retrospective cohort study in Rhode Island, 2018-2020.Int J Drug Policy, vol. 139, May 2025, p. 104783. Pubmed, doi:10.1016/j.drugpo.2025.104783.
Brinkley-Rubinstein L, LeMasters K, Berk J, Levintow SN, Martino S, Vanjani R. Structural and healthcare predictors of substance use-related death following release from incarceration: A retrospective cohort study in Rhode Island, 2018-2020. Int J Drug Policy. 2025 May;139:104783.
Journal cover image

Published In

Int J Drug Policy

DOI

EISSN

1873-4758

Publication Date

May 2025

Volume

139

Start / End Page

104783

Location

Netherlands

Related Subject Headings

  • Young Adult
  • Substance-Related Disorders
  • Substance Abuse
  • Risk Factors
  • Rhode Island
  • Retrospective Studies
  • Prisoners
  • Middle Aged
  • Male
  • Incarceration