Evidence map›Paper›PMID 41694772›Full record

ArticleJournal of graduate medical education2026

A Qualitative Analysis of Underexplored Barriers to Physicians Seeking Mental Health Care in Medical License Applications.

Eileen Barrett, Katharine Hicks, Lauren Hunt, Daniel Saddawi-Konefka

Abstract read
In one paragraph

Article in Journal of graduate medical education, 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

4 authors.

Eileen Barrettis President, American Medical Women's Association, Lexington, Kentucky, USA.
Katharine Hicksis a Board Member, The Emotional PPE Project, Arlington, Massachusetts, USA.
Lauren Huntis Harm Reduction Program Coordinator, MaineGeneral Medical Center, Augusta, Maine, USA.
Daniel Saddawi-Konefkais President, The Emotional PPE Project, Arlington, Massachusetts, USA, and an Associate Professor of Anaesthesia, Harvard Medical School, Department of Anesthesiology, Mass General Brigham, Massachusetts General Hospital, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0002-5573-7144

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite increasing mental health diagnoses among physician trainees, fewer than one-third seek help due to stigma and fears of professional consequences. While national organizations have successfully advocated for licensing application reforms, trainees continue to cite licensure as a primary barrier, suggesting that additional deterrents may persist within application structure and content. Objective: To identify and quantify potential barriers to seeking mental health care within initial medical licensing applications beyond current recommendations regarding impairment-based questions and supportive language. Methods: This exploratory qualitative study analyzed initial allopathic medical license applications from all 50 US states and Washington, DC at 2 time points: in 2021 and between 2024 and 2025. Using inductive content analysis, authors identified emergent themes representing potential barriers and applied a coding scheme to quantify changes over time. Results: Five potential barriers were identified: application inaccessibility, unclear health question wording, scrutiny of training gaps, stigmatizing question grouping (mental health questions co-located with illegal/immoral activities), and uncertain privacy protections. From 2021 to 2025, improvements occurred in 4 domains: unclear language (11 to 6 states), training gap scrutiny (35 to 29 states), stigmatizing grouping (27 to 20 states), and privacy concerns (38 to 28 states). However, application accessibility worsened substantially (29 to 18 publicly accessible applications). Conclusions: Five distinct potential barriers persist in state medical licensing applications. Longitudinal analysis from 2021 to 2025 showed improvements in 4 domains, though application accessibility worsened substantially.

Indexed as

Licensure, MedicalMental Health ServicesPhysiciansHealth Services AccessibilityHumansQualitative ResearchUnited States

Identifiers

PMID41694772
PMCPMC12903313

What OpenQuestion holds

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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.