Evidence map›Paper›PMID 42099551›Full record

ArticleLancet regional health. Americas2026

Cost-effectiveness of community-based interventions for reducing opioid overdose and non-overdose deaths: simulation modeling of HEALing Communities Study.

Jagpreet Chhatwal, Mert Sahinkoc, Qiushi Chen, William Dowd, Jade Xiao, Gary A Zarkin, Arnie Aldridge, Joshua A Barocas, Magdalena Cerdá, Naleef Fareed and 15 more

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

25 authors.

Jagpreet ChhatwalMassachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
Mert SahinkocMassachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
Qiushi ChenThe Pennsylvania State University, University Park, PA, United States.
William DowdRTI International, Research Triangle Park, NC, United States.
Jade XiaoMassachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
Gary A ZarkinRTI International, Research Triangle Park, NC, United States.
Arnie AldridgeRTI International, Research Triangle Park, NC, United States.
Joshua A BarocasUniversity of Colorado School of Medicine, Aurora, CO, United States.
Magdalena CerdáNYU Grossman School of Medicine, New York, NY, United States.
Naleef FareedThe Ohio State University, Columbus, OH, United States.
Lisa A FrazierThe Ohio State University, Columbus, OH, United States.
Ayaz HyderThe Ohio State University, Columbus, OH, United States.
Katherine M KeyesColumbia University, New York, NY, United States.
Charles E KnottRTI International, Research Triangle Park, NC, United States.
Marc LaRochelleBoston University School of Public Health, Boston, MA, United States.
Benjamin P LinasBoston University School of Public Health, Boston, MA, United States.
Emmanuel OgaRTI International, Research Triangle Park, NC, United States.
Sara M RobertsCase Western Reserve University, School of Medicine, Cleveland, OH, United States.
Jeffrey H SametBoston University School of Public Health, Boston, MA, United States.
Bruce R SchackmanWeill Cornell Medicine, New York, NY, United States.
Eric E SeiberThe Ohio State University, Columbus, OH, United States.
Laura E StarbirdUniversity of Pennsylvania, Philadelphia, PA, United States.
Jennifer VillaniNational Institute on Drug Abuse, Bethesda, MD, United States.
Amy B KnudsenMassachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
Carolina BarbosaRTI International, Research Triangle Park, NC, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The opioid overdose crisis remains a public health emergency in the United States. Evidence-based practices-including medications for opioid use disorder (MOUD) and naloxone distribution-can reduce harms, but their community-level cost-effectiveness is uncertain and may vary locally. We aimed to evaluate the cost-effectiveness of enhanced community-level implementation of evidence-based practices for opioid use disorder (OUD). Methods: We used a validated microsimulation model of OUD, calibrated with data from the HEALing Communities Study across 26 highly impacted communities in Massachusetts, New York, and Ohio. Six intervention scenarios for 2025-2030: maintaining 2024 evidence-based practice levels (status quo); improved naloxone distribution; improved MOUD retention; improved MOUD initiation; combined initiation and retention; and combined initiation, retention, and naloxone distribution. Outcomes included opioid overdose deaths (OODs), non-overdose opioid-related deaths, quality-adjusted life years (QALYs), costs (healthcare and societal), and incremental cost-effectiveness ratios (ICERs). Findings: Maintaining 2024 evidence-based practice levels was projected to yield OODs of 39-468 per 100,000 and non-overdose deaths of 238-3018 per 100,000 across communities. Enhancing MOUD initiation, retention, and naloxone distribution reduced OODs by 15-40% and non-overdose deaths by 7-24%, producing the largest QALY gains (1006-38,292). From the healthcare perspective, improved initiation plus retention was cost-effective in all communities (ICER US$11,765-US$91,058 per QALY); from the societal perspective, all enhanced scenarios were cost-saving (US$121 million-US$4.74 billion net savings). Interpretation: Community-level enhancement of MOUD initiation and retention, and for some communities also enhancing naloxone distribution, can substantially reduce opioid-related-overdose and non-overdose-deaths. These strategies are cost-effective from a healthcare perspective and cost-saving from a societal perspective, supporting investment in comprehensive, community-tailored interventions. Funding: NIH HEAL Initiative.

Indexed as

Drug overdoseHealth policyMathematical modelingNaloxoneOpioid use disorder

Identifiers

PMID42099551
PMCPMC13146536

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.