Evidence map›Paper›PMID 41372950›Full record

ArticleBMC medical education2025

Unconscious bias in students of health professions - an experimental vignette study.

Ursula Meidert, Marc Höglinger, Frank Wieber, Andreas Gerber-Grote

Abstract read
In one paragraph

Article in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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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.

Ursula MeidertSchool of Health Sciences, Zurich University of Applied Sciences, Katharina-Sulzer- Platz 9, Winterthur, 8400, Switzerland. ursula.meidert@zhaw.ch.
Marc HöglingerSchool of Management and Law, Zurich University of Applied Sciences, Winterthur Institute of Health Economics, Gertrudstrasse 8, Winterthur, 8400, Switzerland.
Frank WieberSchool of Health Sciences, Zurich University of Applied Sciences, Katharina-Sulzer- Platz 9, Winterthur, 8400, Switzerland.
Andreas Gerber-GroteSchool of Health Sciences, Zurich University of Applied Sciences, Katharina-Sulzer- Platz 9, Winterthur, 8400, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnconscious bias refers to automatic, implicit attitudes or stereotypes that influence our understanding, decisions, and actions without our conscious awareness. It is recognised as a significant problem in healthcare contributing to disparities in treatment. To date it remains unclear how unconscious bias towards patients develops among health professionals. One hypothesis is that such bias is acquired during education, either through teaching content or by observing other health professionals interacting with patients and adopting their behaviour. We investigated whether health care students show an unconscious bias and whether there are indications that it develops during their professional education.

methodsWe conducted a factorial survey experiment with bachelor's and master's students enrolled in various health professions' programmes. Unconscious bias was assessed using three written vignettes describing clinical situations involving patients. Participants were asked to evaluate their likelihood of helping immediately, expected patient adherence, and expected quality of the patient relationship. Vignette dimensions contained common sources of bias that were experimentally manipulated: gender, age, socio-economic status, migration status, diagnosis (physical or mental illness), and sexual orientation. Multivariable regression models were used to estimate the causal effects of patient characteristics on vignettes on students' responses. Additionally, an Implicit Association Test (IAT) on unconscious bias regarding homosexuality was used to measure implicit bias. Explicit attitudes were assessed via self-report.

resultsA total of 470 students (response rate 21.5%) participated. Vignette analysis showed no differences in stated helping intention, adherence expectations, or relationship assessments with regard to patient characteristics such as gender, age, socio-economic status, foreign name, sexual orientation or diagnosis. No systematic differences were observed for subgroups of participants such as year of study, programme type, prior work experience, or reported exposure to bias behaviour by health care staff. Similarly, IAT results indicated no overall bias towards homosexuality.

conclusionsWe found no evidence of systematic unconscious bias among students' helping intentions, expected patient adherence, and expected patient relations across various patient characteristics. Comparisons across study years and programs provided no indication that such biases emerge or intensify during training. If replicated, these results would be encouraging, as it indicates an absence of unconscious bias in health care students.

Indexed as

Attitude of Health PersonnelPrejudiceStudents, Health OccupationsUnconscious, PsychologyAdultFemaleHumansMaleStereotypingSurveys and QuestionnairesYoung AdultEducationHealth careHealth disparityStudentsUnconscious bias

Identifiers

PMID41372950
PMCPMC12801684

What OpenQuestion holds

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LicenceCC BY
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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.