Evidence map›Paper›PMID 41548603›Full record

ArticleJournal of substance use and addiction treatment2026

Differences in buprenorphine initiation and retention for opioid use disorder between primary care and substance use disorder specialty care settings.

Nicholas R Livingston, Carol A Malte, Madeline C Frost, Andrew J Saxon, Adam J Gordon, Hildi J Hagedorn, Amy J Kennedy, Emily C Williams, Eric J Hawkins

Abstract read
In one paragraph

Article in Journal of substance use and addiction treatment, 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

9 authors.

Nicholas R LivingstonCenter of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA. Electronic address: nlivi@uw.edu.
Carol A MalteCenter of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; Health Systems Research (HSR) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA.
Madeline C FrostHealth Systems Research (HSR) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; Department of Health Systems and Population Health, University of Washington School of Public Health, 3980 15th Ave NE, Seattle, WA, 98195, USA.
Andrew J SaxonCenter of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St., Seattle, WA, 98195, USA.
Adam J GordonInformatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA; Program for Addiction Research, Clinical Care, Knowledge and Advocacy (PARCKA), Department of Internal Medicine, University of Utah School of Medicine, 30 N Mario Capecchi Dr., Salt Lake City, UT, 84112, USA.
Hildi J HagedornCenter of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; HSR Center for Care Delivery & Outcomes Research, Minneapolis VA Health Care System, One Veterans Drive, Minneapolis, MN, 55417, USA; Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, 2312 S. 6(th) St. Minneapolis, MN, 55454, USA.
Amy J KennedyCenter of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; Division of General Internal Medicine, University of Washington School of Medicine, 325 Ninth Ave, Seattle, WA, 98104, USA.
Emily C WilliamsHealth Systems Research (HSR) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; Department of Health Services, University of Washington, 3980 15(th) Ave NE, Seattle, WA, 98195, USA.
Eric J HawkinsCenter of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; Health Systems Research (HSR) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St., Seattle, WA, 98195, USA.

Funding

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
NIDA NIH HHS UG1 DA049444
6 · The paper itself

Abstract

introductionBuprenorphine, an evidenced-based medication for opioid use disorder (OUD), can be prescribed in any medical setting, including primary care (PC) and substance use disorder (SUD) specialty clinics. While research has identified patient characteristics associated with buprenorphine initiation and retention within both settings, between-settings evaluations have been limited. This evaluation examined differences in patient characteristics associated with buprenorphine initiation and retention between PC and SUD settings within the Veterans Health Administration.

methodsRetrospective cohort quality improvement evaluation of veterans with OUD with ≥2 PC visits in a 1-year period who initiated buprenorphine within one-year of initial visit in either PC or SUD settings. Mixed-effects logistic regressions examined associations between patient characteristics and initiation setting and whether associations between patient characteristics and 180-day retention differed across setting.

resultsOf 372 patients who initiated buprenorphine in SUD clinics and 317 in PC, 47.6% and 44.3% had 180-day retention, respectively. Patients aged 35-65 (vs. < 35; adjusted odds ratio [AOR] = 3.17; 95% confidence interval [CI] = 1.56, 6.44) and 65+ (AOR = 5.37; CI = 2.32, 12.42), and married patients (AOR = 2.04; CI = 1.30, 3.19) were more likely to initiate in PC. Patients with unstable housing (AOR = 0.46; CI = 0.28, 0.76) and non-alcohol SUD (AOR = 0.42; CI = 0.27, 0.66) were less likely to initiate in PC compared to SUD clinics. Patients with PTSD were less likely to be retained in SUD clinics (AOR = 0.48; CI = 0.31, 0.75), with no significant association for PTSD in PC (AOR = 1.47; CI = 0.90, 2.38).

conclusionsFindings suggest that patient characteristics associated with buprenorphine initiation may differ by health care setting. However, retention among subgroups of patients appears similar across settings.

Indexed as

BuprenorphineOpiate Substitution TreatmentOpioid-Related DisordersAdultAged, 80 and overFemaleHumansMaleMiddle AgedPrimary Health CareRetrospective StudiesUnited StatesUnited States Department of Veterans AffairsBuprenorphineBuprenorphineopioid use disorderprimary careretention

Identifiers

PMID41548603
PMCPMC13488499

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.