Evidence map›Paper›PMID 42438499›Full record

ArticleMedical science educator2026

Weight Bias Education in Medical Training: Insights from Stakeholder Perspectives.

Tracy L Oliver, Lisa K Diewald, Stephanie Felgoise, Austin Kanyuh, Renata Brito-Cherrin, Margaret Brace, Gail E Furman, Rebecca Shenkman

Abstract read
In one paragraph

Article in Medical science educator, 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

8 authors.

Tracy L OliverM. Louise Fitzpatrick College of Nursing, Villanova University, 800 E. Lancaster Avenue, Villanova, PA 19085 USA.ORCID 0000-0003-3809-1668
Lisa K DiewaldM. Louise Fitzpatrick College of Nursing, Villanova University, 800 E. Lancaster Avenue, Villanova, PA 19085 USA.ORCID 0000-0002-0949-6431
Stephanie FelgoiseSchool of Professional & Applied Psychology, Philadelphia College of Osteopathic Medicine, Philadelphia, PA USA.ORCID 0000-0002-7471-0799
Austin KanyuhCollege of Liberal Arts and Sciences, Villanova University, Villanova, PA USA.
Renata Brito-CherrinSchool of Professional & Applied Psychology, Philadelphia College of Osteopathic Medicine, Philadelphia, PA USA.
Margaret BraceM. Louise Fitzpatrick College of Nursing, Villanova University, 800 E. Lancaster Avenue, Villanova, PA 19085 USA.ORCID 0009-0009-1948-992X
Gail E FurmanM. Louise Fitzpatrick College of Nursing, Villanova University, 800 E. Lancaster Avenue, Villanova, PA 19085 USA.ORCID 0000-0001-7514-1113
Rebecca ShenkmanM. Louise Fitzpatrick College of Nursing, Villanova University, 800 E. Lancaster Avenue, Villanova, PA 19085 USA.ORCID 0000-0003-4155-0052

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Weight bias among physicians remains a significant barrier to equitable healthcare for patients with obesity. One possible contributing factor is the absence of a structured curriculum addressing weight bias within medical education. Methods: This project explored medical students' and faculty members' understanding of weight bias and identified gaps within the medical school curriculum. Participants' responses were subsequently used to inform the development of e-learning modules for implementation within a medical school curriculum. Semi-structured focus groups were conducted with stakeholders, including medical students and faculty from a private osteopathic school of medicine. Transcripts of these discussions were analyzed using Colaizzi's method for qualitative analysis. Results: Five key themes emerged: (1) curricular gaps and structural barriers to comprehensive weight bias and obesity education, (2) impact of clinical exposure on reinforcing or challenging bias, (3) need for targeted communication and clinical skills training, (4) value of experiential and interactive learning modalities, and (5) empathy, bias awareness, and holistic understanding of obesity. Discussion: These findings highlight the need and desire for structured education on weight bias during medical school. Results also identified preferred educational features within an e-learning context that can deliver impactful and engaging education. Integrating targeted e-learning and experiential strategies into the medical school curriculum is a promising educational modality to improve core knowledge, build empathy, and improve communication techniques, promoting an inclusive, patient-centered focus among future physicians when treating patients with obesity.

Indexed as

E-learningMedical educationObesityQualitative analysisWeight bias

Identifiers

PMID42438499
PMCPMC13356150

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.