Published January 30, 2025 | Version v1
Journal article Open

Where Do Clients Receive Methadone Treatment? Exploring Bypassing Behaviors in Methadone Treatment Clients: Temporal, Geographic, and Demographic Factors

  • 1. Kuwait University
  • 2. University of Chicago
  • 3. Florida International University
  • 4. California State University Fullerton
  • 5. Research to End Healthcare Disparities Corp

Description

Background: Few studies have examined where clients receive methadone treatment for opioid use disorder relative to their residences. Commuting time affects access to care, and anecdotal evidence suggests clients often bypass closer methadone providers. This study quantifies (a) bypass patterns in Los Angeles County, (b) gender, age, and ethnoracial differences in bypassing, and (c) links between bypassing and facility attributes.

Methods: Using retrospective multiyear analysis, we matched opioid treatment episodes with commuting times between clients' ZIP codes and treatment facilities. From 16 972 outpatient episodes (2010-2017), data were paired with Google Maps commuting estimates. The study covered 32 methadone facilities and 8627 unique clients. We determined the difference in driving time (a proxy for commuting time) from the nearest (bypassed) provider to the provider where the client was treated, deriving bypass and extended commute rates. We compared the rates of a scaled bypassing variable across racial, ethnic, and gender groups. We examined rates by grouping and by facility characteristics of the closest provider.

Results: Bypassing occurred in 48.9% of episodes; 21.0% involved extra commute time of 5+ minutes beyond the closest facility. Bypass rates varied significantly across racial, ethnic, and gender groups. Black or African American clients showed higher bypass rates than non-Latino white clients. Latino female clients had lower rates and shorter commutes than Latino male clients (P < .01). Larger methadone facilities experienced fewer bypassing and Black clients were found to typically bypass in favor of providers with longer wait times than other groups in the study.

Implications: This is the first study investigating client and facility characteristics relating to methadone treatment bypassing in a major U.S. care system. The results highlight significant bypass rates affecting efficient access. Findings have implications for opioid treatment system design, particularly to improve access to quality care for underserved communities.

Data availability

The data that support the findings of this study are available from the City of Los Angeles Department of Public Health – Substance Abuse Prevention and Control, but restrictions apply to the availability of these data, which were used under license for the current study, and so are not publicly available. Data are, however, available from the authors upon reasonable request and with permission of the City of Los Angeles Department of Public Health – Substance Abuse Prevention and Control. Distance-related data used to supplement previously described data is available in the Google Developer Services with the Distance Matrix API, https://developers.google.com/maps/documentation/distance-matrix/overview.

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Additional details

Identifiers

DOI
10.1177/29768357241312554
Other
oai:uchicago.tind.io:14481

Funding

National Institute of Drug Abuse
R01 DA038608

UChicago Information

Division(s)
Crown Family School of Social Work, Policy, and Practice
Department(s)
Crown Family School of Social Work, Policy, and Practice Research Publications