Evidence map›Paper›PMID 40183301›Full record

ArticleSubstance use & addiction journal2025

Description and Evaluation of Practice-Based Training in OUD Care for Hospital-Based Generalist Physicians.

Andrea Jakubowski, Sumeet Singh-Tan, Tiffany Lu, Aaron Fox

Abstract read
In one paragraph

Article in Substance use & addiction journal, 2025. 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
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0citing papers in PubMed
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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

4 authors.

Andrea JakubowskiDivision of General Internal Medicine, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.ORCID 0000-0001-5651-5589
Sumeet Singh-TanDivision of Hospital Medicine, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
Tiffany LuDivision of General Internal Medicine, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
Aaron FoxDivision of General Internal Medicine, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.ORCID 0000-0002-6904-4795

Funding

Mentorship in research on opioid use disorder treatment and HIV preventionK24DA057873 · NIDA · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI Aaron D Fox · 2023 to 2026
$739k
AHRQ HHS K12 HS026396NIDA NIH HHS K24 DA057873
6 · The paper itself

Abstract

backgroundHospitalizations are important opportunities to deliver evidence-based opioid use disorder (OUD) care, yet most hospital-based generalist physicians receive minimal OUD training. We describe a novel OUD training for generalists and mixed-methods evaluation in a large urban hospital.

methods

resultsNineteen generalist physicians participated, with 11 (58%) providing 12-month follow-up data. At 12 months, compared to pre-training, more participants agreed or highly agreed that after the training, they had adequate knowledge (100% vs 44%), confidence (100% vs 44%), and skill (89% vs 44%) in OUD care, but differences were not statistically significant. Self-reported frequency of providing OUD care was unchanged. During qualitative interviews (2 participants) and the focus group (3 participants), participants appreciated the training format but described confidence declining over time. Ongoing barriers to MOUD initiation included challenges with counseling patients about MOUD, discharge planning, accessing OUD care protocols and decision aides, lack of interprofessional collaboration, and time pressures.

conclusionGeneralist physicians reported increases in knowledge, confidence, and skill with OUD training, but a single session was insufficient to maintain confidence and change practice. Additional training sessions emphasizing patient counseling and discharge planning should be developed and evaluated in a larger sample. Simultaneous efforts to address systemic barriers are also needed.

Indexed as

General PractitionersOpioid-Related DisordersAdultClinical CompetenceEducation, Medical, ContinuingFemaleHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedSurveys and Questionnaireshospital MOUD initiationhospital OUD carephysician education

Identifiers

PMID40183301
PMCPMC12994915

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.