Psychosocial challenges affecting patient-defined medication for opioid use disorder treatment outcomes in a low-income, underserved population: Application of the social-ecological framework
- PMID: 37061189
- PMCID: PMC10229107
- DOI: 10.1016/j.josat.2023.209046
Psychosocial challenges affecting patient-defined medication for opioid use disorder treatment outcomes in a low-income, underserved population: Application of the social-ecological framework
Abstract
Introduction: Successful engagement with medication treatment for opioid use disorder is an important focus in reducing mortality associated with the opioid crisis. Mortality remains at unacceptably high levels, pointing to a need for improved understanding of factors that affect medication for opioid use disorder outcomes. This study aims to understand how barriers co-occur and interact to interfere with outcomes in methadone treatment for a low-income, underserved patient population with opioid use disorder.
Methods: This study was conducted at a community-based drug treatment center that serves a predominately low-income, racially diverse population. Guided by the social-ecological framework, we analyzed semi-structured interviews and focus groups with patients and providers working in opioid use disorder care and recovery across Baltimore City (N = 32) to assess factors that influence methadone treatment outcomes, and how barriers co-occur and interact to worsen treatment outcomes. The study used patient-centered definitions to describe successful treatment outcomes.
Results: Barriers described by both patients and providers fit into several broad levels: individual, interpersonal, institutional, community, and stigma. Participants described co-occurrence of many barriers. Further, the study identified potential interactive effects, such that interrelated barriers were seen as fueling one another and having a deleterious effect on treatment outcomes. Specifically, interrelationships between barriers were described for 1) unstable housing with social influences and mental health factors; 2) transportation with poor physical health and other competing responsibilities; 3) treatment program policies and schedule with competing responsibilities; and 4) stigma with poor physical and mental health.
Conclusions: Understanding barriers to successful medication for opioid use disorder outcomes and considering their co-occurrence may help to identify and promote interventions to mitigate their impact. This work is intended to guide future research to adapt conceptual frameworks for understanding psychosocial and structural barriers affecting opioid use disorder treatment and ultimately intervention efforts to improve treatment outcomes.
Keywords: Methadone; Opioid use disorder; Social determinants of health; Treatment outcomes.
Copyright © 2023 Elsevier Inc. All rights reserved.
Conflict of interest statement
Declaration of competing interest None.
Figures

Similar articles
-
"Sometimes you have to take the person and show them how": adapting behavioral activation for peer recovery specialist-delivery to improve methadone treatment retention.Subst Abuse Treat Prev Policy. 2023 Mar 6;18(1):15. doi: 10.1186/s13011-023-00524-3. Subst Abuse Treat Prev Policy. 2023. PMID: 36879304 Free PMC article.
-
Economic, social, and clinic influences on opioid treatment program retention in Dar es Salaam, Tanzania: a qualitative study.Addict Sci Clin Pract. 2023 Mar 27;18(1):19. doi: 10.1186/s13722-023-00374-1. Addict Sci Clin Pract. 2023. PMID: 36973794 Free PMC article.
-
Cumulative barriers to retention in methadone treatment among adults from rural and small urban communities.Addict Sci Clin Pract. 2022 Jul 15;17(1):35. doi: 10.1186/s13722-022-00316-3. Addict Sci Clin Pract. 2022. PMID: 35841076 Free PMC article.
-
A systematic review of rural-specific barriers to medication treatment for opioid use disorder in the United States.Am J Drug Alcohol Abuse. 2020 May 3;46(3):273-288. doi: 10.1080/00952990.2019.1694536. Epub 2019 Dec 6. Am J Drug Alcohol Abuse. 2020. PMID: 31809217
-
Intervention Stigma toward Medications for Opioid Use Disorder: A Systematic Review.Subst Use Misuse. 2021;56(14):2181-2201. doi: 10.1080/10826084.2021.1975749. Epub 2021 Sep 20. Subst Use Misuse. 2021. PMID: 34538213
Cited by
-
Tailored Therapies in Addiction Medicine: Redefining Opioid Use Disorder Treatment with Precision Medicine.J Pers Med. 2025 Jul 24;15(8):328. doi: 10.3390/jpm15080328. J Pers Med. 2025. PMID: 40863390 Free PMC article. Review.
-
Predicting fatal opioid-involved overdoses: A social-ecological framework matched to a linked-data warehouse.Int J Drug Policy. 2025 Mar;137:104730. doi: 10.1016/j.drugpo.2025.104730. Epub 2025 Feb 9. Int J Drug Policy. 2025. PMID: 39929056
-
"You rise up and then you start pulling people up with you": Patient experiences with a peer-delivered behavioral activation intervention to support methadone treatment.Int J Drug Policy. 2023 Dec;122:104234. doi: 10.1016/j.drugpo.2023.104234. Epub 2023 Oct 21. Int J Drug Policy. 2023. PMID: 37866292 Free PMC article.
References
-
- Baltimore City Health Department. (2018). Baltimore City’s Response to the Opioid Epidemic. https://health.baltimorecity.gov/opioid-overdose/baltimore-city-overdose...
-
- Biondi BE, Zheng X, Frank CA, Petrakis I, & Springer SA (2020). A literature review examining primary outcomes of medication treatment studies for opioid use disorder: What outcome should be used to measure opioid treatment success? The American Journal on Addictions, 29(4), 249–267. 10.1111/ajad.13051 - DOI - PMC - PubMed
-
- Boyatzis RE (1998). Transforming Qualitative Information: Thematic Analysis and Code Development (1 edition). SAGE Publications, Inc.
-
- Bradley V, Kleinman M, Greenblatt A, Belcher A, Seitz-Brown CJ, Tralka H, Anvari M, Cole T, & Magidson J (2020). Defining patient-centered successful methadone treatment outcomes among low-income, minority individuals at a community-based outpatient treatment center. Addict Sci Clin Pract, 15(Suppl 2), A26.
-
- Braun V, & Clarke V (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. 10.1191/1478088706qp063oa - DOI
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Medical