Evidence map›Paper›PMID 41371368›Full record

ArticlePreventive medicine2026

Training in medications for opioid use disorder and buprenorphine prescribing in the post X-waiver era: Insights from a nationwide, multispecialty survey.

Sung In H Kim-Vences, Justin Nguyen, Jacqueline M Hirth, Kyle P Suen, Colleen A Keough, Roger Zoorob, Alicia A Kowalchuk

Abstract read
In one paragraph

Article in Preventive medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

7 authors.

Sung In H Kim-VencesDepartment of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr. Wuite 600, Houston, TX 77098, USA; Department of Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA. Electronic address: Sungin.kim-vences@bcm.edu.
Justin NguyenDepartment of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr. Wuite 600, Houston, TX 77098, USA. Electronic address: Justin.nguyen2@bcm.edu.
Jacqueline M HirthDepartment of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr. Wuite 600, Houston, TX 77098, USA. Electronic address: Jacqueline.hirth@bcm.edu.
Kyle P SuenDepartment of Emergency Medicine, Baylor College of Medicine, 1504 Taub Loop, Houston, TX 77030, USA. Electronic address: Kyle.suen@bcm.edu.
Colleen A KeoughDepartment of Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA. Electronic address: Colleen.keough@bcm.edu.
Roger ZoorobDepartment of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr. Wuite 600, Houston, TX 77098, USA. Electronic address: Roger.zoorob@bcm.edu.
Alicia A KowalchukDepartment of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr. Wuite 600, Houston, TX 77098, USA. Electronic address: Aliciak@bcm.edu.

Funding

Consortium for Translational and Precision HealthUM1TR004539 · NCATS · BAYLOR COLLEGE OF MEDICINE · PI Bettina M. Beech, FASIHA KANWAL · 2024 to 2026
$17.1M
NCATS NIH HHS UM1 TR004539
6 · The paper itself

Abstract

objectiveThe January 2023 repeal of the X-waiver aimed to reduce regulatory barriers to buprenorphine prescribing and enhance patient access to medications for opioid use disorder (MOUD). Its impact on prescribing by non-addiction-trained physicians, the integration of MOUD training into residency programs, and the role of mandated training on clinical practice remain unclear.

methodsA 2024 online survey assessed physicians' awareness of the X-waiver repeal, exposure to MOUD training, and changes in buprenorphine prescribing. Multivariable logistic regression evaluated the independent effect of MOUD training and whether mandatory versus voluntary formats influenced prescribing behavior.

resultsAmong 959 physicians (42.7 % residents), 88.9 % endorsed the importance of treating patients with MOUD; yet 18.2 % were unaware of the repeal, and 16.8 % reported no MOUD training. Only 25.5 % of non-waivered physicians had initiated prescribing. Residents (28.8 % vs. 20.3 % among attendings; p = 0.02) and physicians in psychiatry (37.2 %), emergency medicine (36.8 %), and family medicine (32.8 %) were more likely to prescribe (p < 0.01). These differences were largely attenuated by MOUD training, which showed the strongest association with prescribing regardless of format.

conclusionsMOUD training, whether mandatory or voluntary, was significantly associated with buprenorphine prescribing. Standardizing training across specialties and institutions may improve buprenorphine uptake.

Indexed as

BuprenorphineOpiate Substitution TreatmentOpioid-Related DisordersPractice Patterns, Physicians'AdultFemaleHumansInternship and ResidencyMaleMiddle AgedPhysiciansSurveys and QuestionnairesUnited StatesBuprenorphineBuprenorphineClinical practice changeMedications for opioid use disorderPrescribing behaviorResidency education

Identifiers

PMID41371368
PMCPMC13242940

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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.