Evidence map›Paper›PMID 38142042›Full record

ArticleJournal of substance use and addiction treatment2024

Rural-urban disparities in the availability of hospital-based screening, medications for opioid use disorder, and addiction consult services.

Berkeley Franz, Cory E Cronin, Zoe Lindenfeld, Jose A Pagan, Alden Yuanhong Lai, Noa Krawczyk, Bianca D Rivera, Ji E Chang

Open access · hybridAbstract read
In one paragraph

Article in Journal of substance use and addiction treatment, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
7.0field-weighted citation impact, top 2% 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.

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

22 citing papers in PubMed, 24 citations in OpenAlex.

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  13. County-level vulnerability is associated with mental health and substance use treatment among rural suicide decedents: A national multi-year cross-sectional study.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
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  15. Metro/Nonmetro Migration as a Risk Factor for Opioid Use Disorder Among Older Medicare Beneficiaries: A Longitudinal Analysis of 2013-2018 Data.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2025
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  18. Rural-urban differences in substance use during pregnancy.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
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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

8 authors at 3 institutions in 1 country.

Berkeley FranzOhio University Heritage College of Osteopathic Medicine, Appalachian Institute to Advance Health Equity Science (ADVANCE), United States of America. Electronic address: franzb@ohio.edu.
Cory E CroninOhio University College of Social and Public Health, Appalachian Institute to Advance Health Equity Science (ADVANCE), United States of America.
Zoe LindenfeldNew York University College of Global Public Health, United States of America.
Jose A PaganNew York University College of Global Public Health, United States of America.
Alden Yuanhong LaiNew York University College of Global Public Health, United States of America.
Noa KrawczykNew York University Grossman School of Medicine, United States of America.
Bianca D RiveraNew York University Grossman School of Medicine, United States of America.
Ji E ChangNew York University College of Global Public Health, United States of America.
New York College of Health Professions · USNew York University · USOhio University · US

Funding

Beyond Treatment Initiation: Enhancing Opioid Use Disorder Care Transitions Across Health System TouchpointsK01DA055758 · NIDA · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Noa Krawczyk · 2023 to 2026
$722k
Developing Implementation Strategies to Improve Access to Transitional Opioid Programs in Safety Net HospitalsR34DA055228 · NIDA · OHIO UNIVERSITY ATHENS · PI CHANG, JI E, FRANZ, BERKELEY · 2022 to 2024
$714k
NIDA NIH HHS K01 DA055758NIDA NIH HHS R34 DA055228
6 · The paper itself

Abstract

introductionHospitals are an ideal setting to stage opioid-related interventions with patients who are hospitalized due to overdose or other substance use-related complications. Transitional opioid programs-which initiate care and provide linkages upon discharge, such as screening, initiation of medications for opioid use disorder, and addiction consult services-have become the gold standard, but implementation has been uneven. The purpose of this study was to assess disparities in the availability of hospital-based transitional opioid programs, across rural and urban hospital settings in the United States.

methodsUsing hospital administrative data paired with county-level demographic data, we conducted bivariate and regression analyses to assess rural-urban differences in the availability of transitional opioid services including screening, addiction consult services, and MOUD in U.S general medical centers, controlling for hospital- and community-level factors. Our sample included 2846 general medical hospitals that completed the 2021 American Hospital Association (AHA) Annual Survey of Hospitals. Our primary outcomes were five self-reported measures: whether the hospital provided screening in the ED; provided screening in the inpatient setting; whether the hospital provided addiction consult services in the ED; provided addiction consult services in the inpatient setting; and whether the hospital provided medications for opioid use disorder.

resultsRural hospitals did not have lower odds of screening for OUD or other SUDs than urban hospitals, but both micropolitan rural counties and noncore rural counties had significantly lower odds of having addiction consult services in either the ED (OR: 0.74, 95 % CI: 0.58, 0.95; OR: 0.68, 95 % CI: 0.50, 0.91) or inpatient setting (OR: 0.76, 95 % CI: 0.59, 0.97; OR: 0.68, 95 % CI: 0.50, 0.93), respectively, or of offering MOUD (OR: 0.69, 95 % CI: 0.52, 0.90; OR: 0.52, 95 % CI: 0.37, 0.74).

conclusionsOur study suggests that evidence-based interventions, such as medications for opioid use disorder and addiction consult services, are less often available in rural hospitals, which may contribute to rural-urban disparities in health outcomes secondary to OUD. A priority for population health improvement should be developing implementation strategies to support rural hospital adoption of transitional opioid programs.

Indexed as

Healthcare DisparitiesHealth Services AccessibilityOpioid-Related DisordersReferral and ConsultationHospitals, RuralHospitals, UrbanHumansMass ScreeningRural PopulationUnited StatesUrban PopulationAddiction medicineHealth care disparitiesOpioid-related disordersRural healthSubstance-related disorders

Identifiers

PMID38142042
PMCPMC11060933
OpenAlexW4390084367

What OpenQuestion holds

Textmetadata
LicenceTDM
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.