Evidence map›Paper›PMID 25623298›Full record

ArticleJournal of general internal medicine2015

Racial, gender, and socioeconomic status bias in senior medical student clinical decision-making: a national survey.

Robert L Williams, Crystal Romney, Miria Kano, Randy Wright, Betty Skipper, Christina M Getrich, Andrew L Sussman, Stephen J Zyzanski

Open access · bronzeAbstract read
In one paragraph

Article in Journal of general internal medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
6.7field-weighted citation impact, top 4% of its field
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

20 citing papers in PubMed, 33 citations in OpenAlex.

  1. Cervical Cancer Screening and Prevention among Latinas in the United States among a Network of Community Health Centers.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
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  9. Race and Gender-Based Perceptions of Older Adults: Will the Youth Lead the Way?Journal of racial and ethnic health disparities · 2021
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  14. Explicit bias among fourth-year medical students.Proceedings (Baylor University. Medical Center) · 2019
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  20. Not just pathophysiology....Journal of general internal medicine · 2015
    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

8 authors at 2 institutions in 1 country.

Robert L WilliamsDepartment of Family and Community Medicine, MSC09 5040, 1 University of New Mexico, Albuquerque, NM, 87131, USA, rlwilliams@salud.unm.edu.
Crystal Romney
Miria Kano
Randy Wright
Betty Skipper
Christina M Getrich
Andrew L Sussman
Stephen J Zyzanski
University of New Mexico · USCase Western Reserve University · US

Funding

Training CoreP20MD004811 · NIMHD · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI WILLIAMS, ROBERT L · 2010 to 2014
$7.5M
MARYLAND POPULATION RESEARCH CENTERR24HD041041 · NICHD · UNIV OF MARYLAND, COLLEGE PARK · PI RENDALL, MICHAEL S. · 2001 to 2016
$6.6M
Stereotyping in medical student decision-making: presence, origins and solutionsR01MD006073 · NIMHD · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI WILLIAMS, ROBERT L · 2010 to 2014
$1.8M
NICHD NIH HHS R24 HD041041NIMHD NIH HHS P20 MD004811NIMHD NIH HHS R01 MD006073NIMHD NIH HHS R01MD006073
6 · The paper itself

Abstract

backgroundResearch suggests stereotyping by clinicians as one contributor to racial and gender-based health disparities. It is necessary to understand the origins of such biases before interventions can be developed to eliminate them. As a first step toward this understanding, we tested for the presence of bias in senior medical students.

objectiveThe purpose of the study was to determine whether bias based on race, gender, or socioeconomic status influenced clinical decision-making among medical students.

designWe surveyed seniors at 84 medical schools, who were required to choose between two clinically equivalent management options for a set of cardiac patient vignettes. We examined variations in student recommendations based on patient race, gender, and socioeconomic status.

participantsThe study included senior medical students. MAIN MEASURES: We investigated the percentage of students selecting cardiac procedural options for vignette patients, analyzed by patient race, gender, and socioeconomic status. KEY

resultsAmong 4,603 returned surveys, we found no evidence in the overall sample supporting racial or gender bias in student clinical decision-making. Students were slightly more likely to recommend cardiac procedural options for black (43.9 %) vs. white (42 %, p = .03) patients; there was no difference by patient gender. Patient socioeconomic status was the strongest predictor of student recommendations, with patients described as having the highest socioeconomic status most likely to receive procedural care recommendations (50.3 % vs. 43.2 % for those in the lowest socioeconomic status group, p < .001). Analysis by subgroup, however, showed significant regional geographic variation in the influence of patient race and gender on decision-making. Multilevel analysis showed that white female patients were least likely to receive procedural recommendations.

conclusionsIn the sample as a whole, we found no evidence of racial or gender bias in student clinical decision-making. However, we did find evidence of bias with regard to the influence of patient socioeconomic status, geographic variations, and the influence of interactions between patient race and gender on student recommendations.

Indexed as

Attitude of Health PersonnelClinical Decision-MakingRacial GroupsSocial ClassStudents, MedicalAdultBiasFemaleHealthcare DisparitiesHealth Care SurveysHumansMalePrejudiceSex Factors

Identifiers

PMID25623298
PMCPMC4441663
OpenAlexW2042505607

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.