ArticleJAMA network open2023
Estimated Costs and Outcomes Associated With Use and Nonuse of Medications for Opioid Use Disorder During Incarceration and at Release in Massachusetts.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
18 citing papers in PubMed, 26 citations in OpenAlex.
- Factors Associated with Primary Care, Behavioral Health, and Emergency Department Utilization Among Men with Opioid Use Disorder and Criminal-Legal Involvement: A Cross-Sectional Study.Research square · 2026Article
- The Economic Case for Hospital-Initiated Medications for Opioid Use Disorder in Incarcerated Populations.Journal of general internal medicine · 2025Article
- Allocative efficiency of opioid overdose prevention strategies for people incarcerated in New Jersey.Harm reduction journal · 2025Article
- Allocative efficiency analysis of strategies to reduce overdose deaths among people with opioid use disorder and history of incarceration in Connecticut.BMC public health · 2025Article
- "They won't prosecute, but they will though:" the continuing struggle between criminalization and harm reduction within the criminal justice system in the context of an opioid overdose crisis.Harm reduction journal · 2025Article
- A self-assessment of opioid use disorder services at a Pacific Northwest County jail.Substance abuse treatment, prevention, and policy · 2025Article
- Health and Economic Outcomes of Addressing Encampments of Individuals Using Opioids.JAMA network open · 2025Article
- The importance of contextually specific support relationships in implementing programs to link people to medication for opioid use disorder (MOUD) treatment during reentry from county jails.Health & justice · 2025Article
- Agent-Based Model of Combined Community- and Jail-Based Take-Home Naloxone Distribution.JAMA network open · 2024Article
- Health and Economic Outcomes of Offering Buprenorphine in Homeless Shelters in Massachusetts.JAMA network open · 2024Article
- Linkage facilitation for opioid use disorder in criminal legal system contexts: a primer for researchers, clinicians, and legal practitioners.Health & justice · 2024Article
- Impact of jail-based methadone or buprenorphine treatment on non-fatal opioid overdose after incarceration.Drug and alcohol dependence · 2024Observational
- Simulated impact of medicaid expansion on the economic burden of opioid use disorder in North Carolina.The International journal on drug policy · 2024Article
- Cost of start-up activities to implement a community-level opioid overdose reduction intervention in the HEALing Communities Study.Addiction science & clinical practice · 2024Article
- Get It in Writing: How to Make Medications for Opioid Use Disorder Available During Incarceration.Journal of correctional health care : the official journal of the National Commission on Correctional Health Care · 2024Article
- Responding to the US opioid crisis: leveraging analytics to support decision making.Health care management science · 2023Article
- Expert Views on State Policies to Improve Engagement and Retention in Treatment for Opioid Use Disorder: A Qualitative Analysis of an Online Modified Delphi Process.Journal of addiction medicineArticle
- Modeling as Visioning: Exploring the Impact of Criminal Justice Reform on Health of Populations with Substance Use Disorders.MDM policy & practiceArticle
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Authors and funding
10 authors at 5 institutions in 1 country.
Funding
Abstract
Importance: Most prisons and jails in the US discontinue medications for opioid use disorder (MOUD) upon incarceration and do not initiate MOUD prior to release. Objective: To model the association of MOUD access during incarceration and at release with population-level overdose mortality and OUD-related treatment costs in Massachusetts. Design, Setting, and Participants: This economic evaluation used simulation modeling and cost-effectiveness with costs and quality-adjusted life-years (QALYs) discounted at 3% to compare MOUD treatment strategies in a corrections cohort and an open cohort representing individuals with OUD in Massachusetts. Data were analyzed between July 1, 2021, and September 30, 2022. Exposures: Three strategies were compared: (1) no MOUD provided during incarceration or at release, (2) extended-release (XR) naltrexone offered only at release from incarceration, and (3) all 3 MOUDs (naltrexone, buprenorphine, and methadone) offered at intake. Main Outcomes and Measures: Treatment starts and retention, fatal overdoses, life-years and QALYs, costs, and incremental cost-effectiveness ratios (ICERs). Results: Among 30 000 simulated incarcerated individuals with OUD, offering no MOUD was associated with 40 927 (95% uncertainty interval [UI], 39 001-42 082) MOUD treatment starts over a 5-year period and 1259 (95% UI, 1130-1323) overdose deaths after 5 years. Over 5 years, offering XR-naltrexone at release led to 10 466 (95% UI, 8515-12 201) additional treatment starts, 40 (95% UI, 16-50) fewer overdose deaths, and 0.08 (95% UI, 0.05-0.11) QALYs gained per person, at an incremental cost of $2723 (95% UI, $141-$5244) per person. In comparison, offering all 3 MOUDs at intake led to 11 923 (95% UI, 10 861-12 911) additional treatment starts, compared with offering no MOUD, 83 (95% UI, 72-91) fewer overdose deaths, and 0.12 (95% UI, 0.10-0.17) QALYs per person gained, at an incremental cost of $852 (95% UI, $14-$1703) per person. Thus, XR-naltrexone only was a dominated strategy (both less effective and more costly) and the ICER of all 3 MOUDs compared with no MOUD was $7252 (95% UI, $140-$10 018) per QALY. Among everyone with OUD in Massachusetts, XR-naltrexone only averted 95 overdose deaths over 5 years (95% UI, 85-169)-a 0.9% decrease in state-level overdose mortality-while the all-MOUD strategy averted 192 overdose deaths (95% UI, 156-200)-a 1.8% decrease. Conclusions and Relevance: The findings of this simulation-modeling economic study suggest that offering any MOUD to incarcerated individuals with OUD would prevent overdose deaths and that offering all 3 MOUDs would prevent more deaths and save money compared with an XR-naltrexone-only strategy.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.