Evidence map›Paper›PMID 40683013›Full record

ArticleDrug and alcohol dependence2025

A geospatial analysis of naloxone distribution patterns in the Massachusetts overdose education and naloxone distribution program (MA OEND).

Timothy W Levengood, Leah C Shaw, Xiao Zang, Bruce R Schackman, Alexander Y Walley, Catherine Urquhart, Traci C Green, Avik Chatterjee, Brandon D L Marshall, Jake R Morgan

Abstract read
In one paragraph

Article in Drug and alcohol dependence, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

10 authors.

Timothy W LevengoodDepartment of Health Law, Policy, and Management, Boston University School of Public Health, Boston, MA, USA; Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA.
Leah C ShawBrown University School of Public Health, Department of Epidemiology, Providence, RI, USA.
Xiao ZangDivision of Health Policy & Management, University of Minnesota School of Public Health, Minneapolis, MN, USA.
Bruce R SchackmanDepartment of Population Health Sciences, Weill Cornell Medicine College, New York, NY, USA.
Alexander Y WalleyGrayken Center for Addiction, Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston Medical Center and Boston University School of Medicine, Boston, MA, USA; Massachusetts Department of Public Health, Bureau of Substance Addiction Services, Boston, MA, USA.
Catherine UrquhartMassachusetts Department of Public Health, Bureau of Substance Addiction Services, Boston, MA, USA.
Traci C GreenCOBRE on Opioids and Overdose, Rhode Island Hospital, Providence, RI, USA; Brandeis University Heller School for Social Policy and Management; Waltham, MA, USA.
Avik ChatterjeeGrayken Center for Addiction, Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston Medical Center and Boston University School of Medicine, Boston, MA, USA.
Brandon D L MarshallBrown University School of Public Health, Department of Epidemiology, Providence, RI, USA.
Jake R MorganDepartment of Health Law, Policy, and Management, Boston University School of Public Health, Boston, MA, USA. Electronic address: Jakem@bu.edu.

Funding

Utilization of health services after engagement with opioid use disorder (OUD) treatment provider by individuals with and without post-traumatic stress disorderP30DA040500 · NIDA · WEILL MEDICAL COLL OF CORNELL UNIV · PI Yuhua Bao · 2015 to 2026
$20.7M
Researching Effective Strategies to Prevent Opioid Death (RESPOND)R01DA046527 · NIDA · BOSTON MEDICAL CENTER · PI Benjamin P. Linas · 2018 to 2026
$7.2M
DAT-18-06 Prevention and Rescue Of Fentanyl and Other Opioid Overdoses Using Optimized Naloxone Distribution Strategies (PROFOUND)U01DA047408 · NIDA · WEILL MEDICAL COLL OF CORNELL UNIV · PI MARSHALL, BRANDON DAVID LEWIS, SCHACKMAN, BRUCE R · 2019 to 2023
$3.5M
AHRQ HHS R36 HS029147NCIPC CDC HHS R01 CE002999NIDA NIH HHS P30 DA040500NIDA NIH HHS R01 DA046527NIDA NIH HHS U01 DA047408
6 · The paper itself

Abstract

introductionThis study describes the distribution and administration of naloxone throughout one state heavily impacted by the opioid overdose crisis. We sought to: 1) assess whether naloxone kits were used in rescue attempts in the same communities where they were distributed, and 2) explore how best to define geographical boundaries for comparing naloxone supply to demand, accounting for naloxone mobility patterns to identify areas of surplus or shortage.

methodsused data from Massachusetts' Overdose Education and Naloxone Distribution (OEND) programs for 2018-2020, linking participants' residence, overdose rescue attempt, and refill locations at the ZIP code level. We built a Sankey plot describing the distribution and administration of naloxone between OEND program regions based on refill encounters with a reported rescue attempt. We algorithmically derived "naloxone service areas (NSAs)," defined as collections of municipalities that receive naloxone from high-volume naloxone distribution hubs. For each NSA, we calculated a coverage ratio (naloxone kits dispensed per opioid-related overdose death).

resultsFrom 2018-2020, the MA OEND programs had 88,085 naloxone dispensing encounters among 49,344 people. People reported a prior rescue attempt in 16 % of all observed encounters. There was substantial migration between residence and rescue attempt locations, with much naloxone distributed in Boston. The average naloxone dispensing-to-overdose death ratio was 14 kits per death over the three years, ranging from 8 to 32 kits per death across NSAs.

conclusionsNaloxone kits are often used by people residing in communities other than where kits were distributed, with significant variation in coverage ratios across regions.

Indexed as

Drug OverdoseNaloxoneNarcotic AntagonistsOpiate OverdoseFemaleHumansMaleMassachusettsSpatial AnalysisNaloxoneNarcotic AntagonistsNaloxoneNaloxone distributionOpioid overdose

Identifiers

PMID40683013
PMCPMC12439111

What OpenQuestion holds

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Registered trials

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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.