ArticleJournal of general internal medicine2015
Racial, gender, and socioeconomic status bias in senior medical student clinical decision-making: a national survey.
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.
What it found
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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.
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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.
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Who cites it
20 citing papers in PubMed, 33 citations in OpenAlex.
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- Retrospective study of cultural biases and their reflections among Korean medical students: a cultural hybridity perspective.Korean journal of medical education · 2025Article
- Characterizing the Optimal Diversity Training Programs for Physicians: A Survey sponsored by Pacific Spine and Pain Society.Journal of pain research · 2025Article
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- Low socioeconomic status relates to asthma and wheeze, especially in women.ERJ open research · 2020Article
- Development and implementation of an LGBT initiative at a health sciences library: the first eighteen months.Journal of the Medical Library Association : JMLA · 2019Article
- Disparities in Access to Revascularization: Evidence from New York.Health equity · 2019Article
- Explicit bias among fourth-year medical students.Proceedings (Baylor University. Medical Center) · 2019Article
- The dynamics of poverty, educational attainment, and the children of the disadvantaged entering medical school.Advances in medical education and practice · 2019Article
- Schools Matter? Contextual Factors That May Affect Bias in Clinical Decision-making.Journal of general internal medicine · 2018Article
- Racial/Gender Biases in Student Clinical Decision-Making: a Mixed-Method Study of Medical School Attributes Associated with Lower Incidence of Biases.Journal of general internal medicine · 2018Article
- Ethnic bias amongst medical students in Aotearoa/New Zealand: Findings from the Bias and Decision Making in Medicine (BDMM) study.PloS one · 2018Article
- Development and testing of study tools and methods to examine ethnic bias and clinical decision-making among medical students in New Zealand: The Bias and Decision-Making in Medicine (BDMM) study.BMC medical education · 2016Article
- Not just pathophysiology....Journal of general internal medicine · 2015Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
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.
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Registered trials
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.