ArticlePLoS medicine2020
Health outcomes and cost-effectiveness of diversion programs for low-level drug offenders: A model-based analysis.
Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 3 of them syntheses that pooled it.
What it found
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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.
The trial behind it
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
19 citing papers in PubMed, 3 syntheses or guidelines pooled it, 37 citations in OpenAlex.
- Drug use among people in prison: A global review of epidemiology, harms and interventions.Addiction (Abingdon, England) · 2026Pooled it
- Economic evaluation of diversion programs for people with drug-related legal involvement: a systematic review.BMC public health · 2026Pooled it
- Costs attributable to criminal justice involvement in injuries: a systematic review.Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention · 2023Pooled it
- Arrest discretion and training needs for interacting with people with substance use disorders: a qualitative secondary analysis among police recruits in Washington State.Health & justice · 2026Article
- Independent Relationship between Incarceration Factors and Glycemic Control in African Americans with Criminal Legal Involvement and Type 2 Diabetes.Journal of health care for the poor and underserved · 2026Article
- The role of epidemiologists in addressing the public health consequences of the United States criminal legal system.American journal of epidemiology · 2025Article
- Enhancing HIV Prevention Efforts in the Criminal Legal System: A Comprehensive Review and Recommendations.Current HIV/AIDS reports · 2025Review
- Article
- Healthcare expenditures for people with substance use disorders in drug courts compared to their peers in traditional courts.Drug and alcohol dependence reports · 2024Article
- Community-based substance use treatment programs for reentering justice-involved adults: A scoping review.Drug and alcohol dependence reports · 2024Article
- Cost-effectiveness of a police education program on HIV and overdose among people who inject drugs in Tijuana, Mexico.Lancet regional health. Americas · 2024Article
- Impulsivity, trauma history, and interoceptive awareness contribute to completion of a criminal diversion substance use treatment program for women.Frontiers in psychology · 2024Article
- The Association Between Prior Mental Health Service Utilization and Risk of Recidivism among Incarcerated Ontario Residents.Canadian journal of psychiatry. Revue canadienne de psychiatrie · 2024Article
- Responding to the US opioid crisis: leveraging analytics to support decision making.Health care management science · 2023Article
- Substance use disorders: a comprehensive update of classification, epidemiology, neurobiology, clinical aspects, treatment and prevention.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2023Article
- Responding to the opioid crisis in North America and beyond: recommendations of the Stanford-Lancet Commission.Lancet (London, England) · 2022Review
- Costs and impact on HIV transmission of a switch from a criminalisation to a public health approach to injecting drug use in eastern Europe and central Asia: a modelling analysis.The lancet. HIV · 2022Article
- Effectiveness of Policies for Addressing the US Opioid Epidemic: A Model-Based Analysis from the Stanford-Lancet Commission on the North American Opioid Crisis.Lancet regional health. Americas · 2021Article
- Modeling as Visioning: Exploring the Impact of Criminal Justice Reform on Health of Populations with Substance Use Disorders.MDM policy & practiceArticle
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
backgroundCycles of incarceration, drug abuse, and poverty undermine ongoing public health efforts to reduce overdose deaths and the spread of infectious disease in vulnerable populations. Jail diversion programs aim to divert low-level drug offenders toward community care resources, avoiding criminal justice costs and disruptions in treatment for HIV, hepatitis C virus (HCV), and drug abuse. We sought to assess the health benefits and cost-effectiveness of a jail diversion program for low-level drug offenders. METHODS AND
findingsWe developed a microsimulation model, calibrated to King County, Washington, that captured the spread of HIV and HCV infections and incarceration and treatment systems as well as preexisting interventions such as needle and syringe programs and opiate agonist therapy. We considered an adult population of people who inject drugs (PWID), people who use drugs but do not inject (PWUD), men who have sex with men, and lower-risk heterosexuals. We projected discounted lifetime costs and quality-adjusted life years (QALYs) over a 10-year time horizon with and without a jail diversion program and calculated resulting incremental cost-effectiveness ratios (ICERs) from the health system and societal perspectives. We also tracked HIV and HCV infections, overdose deaths, and jail population size. Over 10 years, the program was estimated to reduce HIV and HCV incidence by 3.4% (95% CI 2.7%-4.0%) and 3.3% (95% CI 3.1%-3.4%), respectively, overdose deaths among PWID by 10.0% (95% CI 9.8%-10.8%), and jail population size by 6.3% (95% CI 5.9%-6.7%). When considering healthcare costs only, the program cost $25,500/QALY gained (95% CI $12,600-$48,600). Including savings from reduced incarceration (societal perspective) improved the ICER to $6,200/QALY gained (95% CI, cost-saving $24,300). Sensitivity analysis indicated that cost-effectiveness depends on diversion program participants accessing community programs such as needle and syringe programs, treatment for substance use disorder, and HIV and HCV treatment, as well as diversion program cost. A limitation of the analysis is data availability, as fewer data are available for diversion programs than for more established interventions aimed at people with substance use disorder. Additionally, like any model of a complex system, our model relies on simplifying assumptions: For example, we simplified pathways in the healthcare and criminal justice systems, modeled an average efficacy for substance use disorder treatment, and did not include costs associated with homelessness, unemployment, and breakdown in family structure.
conclusionsWe found that diversion programs for low-level drug offenders are likely to be cost-effective, generating savings in the criminal justice system while only moderately increasing healthcare costs. Such programs can reduce incarceration and its associated costs, and also avert overdose deaths and improve quality of life for PWID, PWUD, and the broader population (through reduced HIV and HCV transmission).
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Registered trials
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.