Evidence map›Paper›PMID 41380198›Full record

ArticleDrug and alcohol dependence2026

Access to medications for opioid use disorder among primary care patients with homeless experience in the Department of Veterans Affairs.

Audrey L Jones, Haojia Li, Jacob D Baylis, Sophia Huebler, Ying Suo, Yue Zhang, Lillian Gelberg, Susan Zickmund, Tom H Greene, Stefan G Kertesz and 1 more

Abstract read
In one paragraph

Article in Drug and alcohol dependence, 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

11 authors.

Audrey L JonesProgram for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA. Electronic address: Audrey.Jones3@va.gov.
Haojia LiInformatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA; Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, UT, USA.
Jacob D BaylisProgram for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA.
Sophia HueblerProgram for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA; Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, UT, USA.
Ying SuoInformatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA; Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
Yue ZhangInformatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA; Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, UT, USA.
Lillian GelbergGreater Los Angeles VA Health Care System, Los Angeles, CA, USA; Department of Family Medicine, David Geffen School of Medicine at UCLA, CA, USA; Department of Health Policy & Management, UCLA Fielding School of Public Health, CA, USA.
Susan ZickmundInformatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA; Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
Tom H GreeneInformatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA; Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, UT, USA.
Stefan G KerteszBirmingham VA Health Care System, Birmingham, AL, USA; Department of Medicine, University of Alabama at Birmingham School of Medicine and School of Public Health, USA.
Adam J GordonProgram for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytic Sciences Center (IDEAS), VA Salt Lake City Healthcare System, Salt Lake City, UT, USA.

Funding

CTSA UM1 Program at University of UtahUM1TR004409 · NCATS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI RACHEL HESS, Jennifer Juhl Majersik · 2023 to 2026
$21.9M
University of Utah Center for Clinical and Translational ScienceUL1TR001067 · NCATS · UNIVERSITY OF UTAH · PI DERE, WILLARD H., HESS, RACHEL · 2013 to 2017
$19.8M
UNIVERSITY OF UTAH CENTER FOR CLINICAL AND TRANSLATIONAL SCIENCE-UL1: BPCAUL1RR025764 · NCRR · UNIVERSITY OF UTAH · PI MCCLAIN, DONALD A. · 2008 to 2011
$19.4M
Greater Intermountain Node (CTN-0151)UG1DA049444 · NIDA · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Gerald T. Cochran, Gerald T. Cochran · 2019 to 2026
$16.8M
University of Utah Center for Clinical and Translational Science-UL1UL1TR000105 · NCATS · UNIVERSITY OF UTAH · PI MCCLAIN, DONALD A. · 2012 to 2013
$5.1M
HSRD VA IK2 HX003090NCATS NIH HHS UL1 TR000105NCATS NIH HHS UL1 TR001067NCATS NIH HHS UM1 TR004409NCRR NIH HHS UL1 RR025764NIDA NIH HHS UG1 DA049444
6 · The paper itself

Abstract

backgroundPrimary care settings tailored for persons with experience of homelessness (PEH) could enhance opioid use disorder treatment delivery, but evidence is lacking.

objectiveTo examine medication treatment for opioid use disorder (MOUD) among PEH who received homeless-tailored primary care in the Department of Veterans Affairs (VA).

methodsReceipt of MOUD was assessed from electronic health records among VA primary care patients with experience of homelessness and OUD in 2016-2020. We estimated the proportion who received MOUD over time and applied mixed effect Poisson models with entropy balance weighting to estimate differences in MOUD by primary care type (homeless-tailored vs. mainstream). Secondary analyses examined the consistency of findings across 18VA service regions.

findingsThe percentage of eligible PEH (n = 45,864) receiving any MOUD rose from 42.1 % to 51.0 % over time. Half (51.3 %) of those initiating MOUD received > 30 days MOUD over one year. In unadjusted models, the proportion receiving MOUD was slightly higher in homeless-tailored primary care, compared to mainstream primary care (48.8 % vs 46.4 %, Unadjusted Incidence Rate Ratio=1.09, 95 % CI=1.03-1.16). After covariate adjustment, there was no statistical difference between groups (Adjusted IRR=0.97, CI=0.92-1.02). This proved broadly consistent across VA service regions.

conclusionsConcomitant with a national VA initiative to tailor primary care services for PEH, half of diagnosed patients received MOUD. Yet evidence of durable treatment was low, and the homeless-tailored clinics did not outperform mainstream clinics. Efforts to tailor primary care for PEH may require specialized addiction staffing and implementation support to improve MOUD care in these settings.

Indexed as

Health Services AccessibilityIll-Housed PersonsOpiate Substitution TreatmentOpioid-Related DisordersPrimary Health CareAdultFemaleHumansMaleMiddle AgedUnited StatesUnited States Department of Veterans AffairsVeteransAddictionHomelessOpioid use disorderPrimary care

Identifiers

PMID41380198
PMCPMC12829735

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.