Evidence map›Paper›PMID 42273401›Full record

ArticleAEM education and training2026

Gender and Institutional Differences in Preferred Resident Responses to Biased Statements in Medical Education: A Descriptive, Cross-Sectional Analysis.

Jeff Druck, Emad Awad, Dustin Blake Williams, William Harousseau

Abstract read
In one paragraph

Article in AEM education and training, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Jeff DruckDepartment of Emergency Medicine University of Utah Spencer Fox Eccles School of Medicine Salt Lake City Utah USA.ORCID https://orcid.org/0000-0002-7304-0850
Emad AwadDepartment of Emergency Medicine University of Utah Spencer Fox Eccles School of Medicine Salt Lake City Utah USA.
Dustin Blake WilliamsDepartment of Emergency Medicine University of Texas Southwestern Medical Center Dallas Texas USA.
William HarousseauDepartment of Emergency Medicine University of Utah Spencer Fox Eccles School of Medicine Salt Lake City Utah USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Bias and microaggressions remain persistent challenges in medical education, threatening psychological safety and perpetuating inequities. How learners respond to these incidents and the influence of gender and institutional culture on these responses remain underexplored. Objective: To evaluate preferred strategies for responding to biased statements among emergency medicine residents, comparing differences by gender and institutional affiliation. Methods: In this cross-sectional study, an anonymous survey was distributed to residents at two academic institutions: the University of Utah and UT Southwestern. Participants ranked five possible responses to biased comments originating from patients, staff, peers, and learners. Descriptive statistics and Mann-Whitney Results: Among 100 respondents (52% female), the majority preferred active engagement-either addressing the bias directly or collaborating with an attending-across all scenarios. Ignoring bias was consistently the least preferred option. Gender differences were significant in responses to biased staff statements: men showed a stronger preference for addressing the issue themselves ( Conclusions: Residents generally favored proactive responses to biased statements, with distinct differences based on gender and institutional culture. These findings suggest the need for tailored bias response training that considers both individual and organizational factors. Further research should explore how other identity variables (e.g., race, sexual orientation) intersect with response preferences and how institutions can foster environments that empower all learners to address bias confidently.

Identifiers

PMID42273401
PMCPMC13248764

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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.