ArticleJAMA network open2021
Projected Estimates of Opioid Mortality After Community-Level Interventions.
Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 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.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
47 citing papers in PubMed, 73 citations in OpenAlex.
- Effect of the Communities That HEAL Intervention on Overdose Education and Naloxone Distribution: A Cluster-Randomized, Wait-List Controlled Trial.American journal of public health · 2025Trial
- The association between naloxone distribution, buprenorphine treatment and retention and incident high-risk opioid prescribing with opioid overdose death in Kentucky, Massachusetts, New York and Ohio, United States: An exploratory community-level cohort study of data from the HEALing Communities Study.Addiction (Abingdon, England) · 2026Observational
- Impact of enhanced practices on opioid overdose deaths: A community-based modeling approach.Addiction (Abingdon, England) · 2026Article
- Modeling Recurrent Events: A Tutorial Based on Relapse and Remitting Episodes during Medication-Assisted Treatment for Opioid Use Disorder.Medical decision making : an international journal of the Society for Medical Decision Making · 2026Article
- Burden of overdoses among persons with opioid use disorder in the United States, 2025-2028: a simulation modeling study.Lancet regional health. Americas · 2026Article
- Applying the Consolidated Framework for Implementation Research (CFIR) to understand college health administrator perceptions on adopting and implementing opioid overdose education and naloxone distribution (OEND) programs among universities nationally.Harm reduction journal · 2026Article
- Allocative efficiency of opioid overdose prevention strategies for people incarcerated in New Jersey.Harm reduction journal · 2025Article
- Cost-Effectiveness of Treatment for Opioid Use Disorder in Pregnancy and Its Impact on Birth Outcomes.JAMA pediatrics · 2025Article
- Maximizing the Public Health Benefits of Opioid Settlements: Policy Recommendations for Equity, Sustainability, and Impact.The Milbank quarterly · 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
- Health and Economic Outcomes of Addressing Encampments of Individuals Using Opioids.JAMA network open · 2025Article
- Psychiatric Medication Treatment, Concurrent Substance Use, and Subsistence Difficulty Among People Who Inject Drugs with Diagnosed Mental Health Disorders in Los Angeles and Denver.Substance use & misuse · 2025Article
- Health and Economic Outcomes of Offering Buprenorphine in Homeless Shelters in Massachusetts.JAMA network open · 2024Article
- Bystanders Saving Lives with Naloxone: A Scoping Review on Methods to Estimate Overdose Reversals.The western journal of emergency medicine · 2024Article
- Reducing overdose deaths among persons with opioid use disorder in connecticut.Harm reduction journal · 2024Article
- The relationship between felt stigma and non-fatal overdose among rural people who use drugs.Harm reduction journal · 2024Article
- Public Health Interventions and Overdose-Related Outcomes Among Persons With Opioid Use Disorder.JAMA network open · 2024Article
- "They make it too hard and too many hoops to jump": system and organizational barriers to drug treatment during epidemic rates of opioid overdose.Harm reduction journal · 2024Article
- "When people who use drugs can't differentiate between medical care and cops, it's a problem." Compounding risks of law Enforcement Harassment & Punitive Healthcare Policies.Health & justice · 2024Article
Corrections and comments
- Commented on by
Authors and funding
15 authors at 4 institutions in 1 country.
Funding
Abstract
Importance: The United States is experiencing a crisis of opioid overdose. In response, the US Department of Health and Human Services has defined a goal to reduce overdose mortality by 40% by 2022. Objective: To identify specific combinations of 3 interventions (initiating more people to medications for opioid use disorder [MOUD], increasing 6-month retention with MOUD, and increasing naloxone distribution) associated with at least a 40% reduction in opioid overdose in simulated populations. Design, Setting, and Participants: This decision analytical model used a dynamic population-level state-transition model to project outcomes over a 2-year horizon. Each intervention scenario was compared with the counterfactual of no intervention in simulated urban and rural communities in Massachusetts. Simulation modeling was used to determine the associations of community-level interventions with opioid overdose rates. The 3 examined interventions were initiation of more people to MOUD, increasing individuals' retention with MOUD, and increasing distribution of naloxone. Data were analyzed from July to November 2020. Main Outcomes and Measures: Reduction in overdose mortality, medication treatment capacity needs, and naloxone needs. Results: No single intervention was associated with a 40% reduction in overdose mortality in the simulated communities. Reaching this goal required use of MOUD and naloxone. Achieving a 40% reduction required that 10% to 15% of the estimated OUD population not already receiving MOUD initiate MOUD every month, with 45% to 60%% retention for at least 6 months, and increased naloxone distribution. In all feasible settings and scenarios, attaining a 40% reduction in overdose mortality required that in every month, at least 10% of the population with OUD who were not currently receiving treatment initiate an MOUD. Conclusions and Relevance: In this modeling study, only communities with increased capacity for treating with MOUD and increased MOUD retention experienced a 40% decrease in overdose mortality. These findings could provide a framework for developing community-level interventions to reduce opioid overdose death.
Indexed as
Identifiers
What OpenQuestion holds
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.