Evidence map›Paper›PMID 31251376›Full record

ArticleJAMA network open2019

Characteristics of US Counties With High Opioid Overdose Mortality and Low Capacity to Deliver Medications for Opioid Use Disorder.

Rebecca L Haffajee, Lewei Allison Lin, Amy S B Bohnert, Jason E Goldstick

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04521920 (Providing Comprehensive Harm Reduction Via Telemedicine for PWID Using Syringe Services Programs), which is not on this map. Cited by 150 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
150citing papers in PubMed, 2 pooled it
34.4field-weighted citation impact, top 1% of its field
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.

NCT04521920 nacompletednot on this mapstarted 2020, after this paper: background citation

Providing Comprehensive Harm Reduction Via Telemedicine for PWID Using Syringe Services Programs: a Feasibility Study

TypeinterventionalSponsorDuke UniversityRan2020 to 2021Enrolled17ConditionsOpioid Use, Opioid-use Disorder, Risk Reduction, HivArmsSuboxone, PrEP
3 · Its place in the literature

Who cites it

150 citing papers in PubMed, 2 syntheses or guidelines pooled it, 272 citations in OpenAlex.

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  6. Geospatial Determinants and Spatial Heterogeneity of Opioid Overdose Mortality in Arizona.Journal of urban health : bulletin of the New York Academy of Medicine · 2026
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  18. Spatiotemporal Analysis of Fentanyl-Associated Overdose Deaths in Chicago, IL, USA.Journal of urban health : bulletin of the New York Academy of Medicine · 2025
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90 more citing papers are in PubMed but not listed here.

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

4 authors at 2 institutions in 1 country.

Rebecca L HaffajeeDepartment of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor.
Lewei Allison LinInjury Prevention Center, Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor.
Amy S B BohnertInjury Prevention Center, Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor.
Jason E GoldstickInjury Prevention Center, Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor.
University of Michigan–Ann Arbor · USVA Center for Clinical Management Research · US

Funding

Institutional Career Development CoreKL2TR002241 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ELLINGROD, VICKI L · 2017 to 2021
$6.9M
Using telehealth to expand treatment access for Veterans with opioid use disorderIK2HX002612 · VA · VETERANS HEALTH ADMINISTRATION · PI LIN, LEWEI ALLISON · 2019 to 2024
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HSRD VA IK2 HX002612NCATS NIH HHS KL2 TR002241
6 · The paper itself

Abstract

Importance: Opioid overdose deaths in the United States continue to increase, reflecting a growing need to treat those with opioid use disorder (OUD). Little is known about counties with high rates of opioid overdose mortality but low availability of OUD treatment. Objective: To identify characteristics of US counties with persistently high rates of opioid overdose mortality and low capacity to deliver OUD medications. Design, Setting, and Participants: In this cross-sectional study of data from 3142 US counties from January 1, 2015, to December 31, 2017, rates of opioid overdose mortality were compared with availability in 2017 of OUD medication providers (24 851 buprenorphine-waivered clinicians [physicians, nurse practitioners, and physician assistants], 1517 opioid treatment programs [providing methadone], and 5222 health care professionals who could prescribe extended-release naltrexone). Statistical analysis was performed from April 20, 2018, to May 8, 2019. Exposures: Demographic, workforce, lack of insurance, road density, urbanicity, opioid prescribing, and regional division county-level characteristics. Main Outcome and Measures: The outcome variable, "opioid high-risk county," was a binary indicator of a high (above national) rate of opioid overdose mortality with a low (below national) rate of provider availability to deliver OUD medication. Spatial logistic regression models were used to determine associations with being an opioid high-risk county. Results: Of 3142 counties, 751 (23.9%) had high rates of opioid overdose mortality. A total of 1457 counties (46.4%), and 946 of 1328 rural counties (71.2%), lacked a publicly available OUD medication provider in 2017. In adjusted models, compared with the West North Central division, counties in the East North Central, Mountain, and South Atlantic divisions had increased odds of being opioid high-risk counties (East North Central: odds ratio [OR], 2.21; 95% CI, 1.19-4.12; Mountain: OR, 4.15; 95% CI, 1.34-12.89; and South Atlantic: OR, 2.99; 95% CI, 1.26-7.11). A 1% increase in unemployment was associated with increased odds (OR, 1.09; 95% CI, 1.03-1.15) of a county being an opioid high-risk county. Counties with an additional 10 primary care clinicians per 100 000 population had a reduced risk of being opioid high-risk counties (OR, 0.89; 95% CI, 0.85-0.93), as did counties that were micropolitan (vs metropolitan) (OR, 0.67; 95% CI, 0.50-0.90) and those that had an additional 1% of the population younger than 25 years (OR, 0.95; 95% CI, 0.92-0.98). Conclusions and Relevance: Counties with low availability of OUD medication providers and high rates of opioid overdose mortality were less likely to be micropolitan and have lower primary care clinician density, but were more likely to be in the East North Central, South Atlantic, or Mountain division and have higher rates of unemployment. Strategies to increase medication treatment must account for these factors.

Indexed as

AdultAnalgesics, OpioidCross-Sectional StudiesFemaleHealth Services AccessibilityHumansMaleMiddle AgedOpiate Substitution TreatmentOpioid-Related DisordersPolicy MakingPractice Patterns, Physicians'United StatesAnalgesics, Opioid

Identifiers

PMID31251376
PMCPMC6604101
OpenAlexW2955994854

What OpenQuestion holds

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LicenceCC BY
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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.