Evidence map›Paper›PMID 41387102›Full record

ArticleMedical education2026

Does clinical exposure to different skin tones during training improve diagnostic ability?

Yusra Shammoon, Anna Coulson, Bethan Trigg, Nariell Morrison, Adam Potts, Moira Pain, Olamide Oguntimehin, Eleanor J Hothersall-Davies, Richard Hankins, Celia A Brown and 1 more

Abstract read
In one paragraph

Article in Medical education, 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

11 authors.

Yusra ShammoonImperial College School of Medicine, Imperial College London, London, UK.ORCID 0000-0003-2630-4443
Anna CoulsonImperial College School of Medicine, Imperial College London, London, UK.ORCID 0009-0007-3451-579X
Bethan TriggImperial College School of Medicine, Imperial College London, London, UK.ORCID 0000-0002-7037-4839
Nariell MorrisonImperial College School of Medicine, Imperial College London, London, UK.ORCID 0000-0001-6961-0032
Adam PottsGeneral Medical Council, Manchester, UK.
Moira PainUniversity of Dundee, Dundee, UK.
Olamide OguntimehinGeneral Medical Council, Manchester, UK.ORCID 0009-0007-8598-8730
Eleanor J Hothersall-DaviesUniversity of Dundee, Dundee, UK.ORCID 0000-0002-9956-4863
Richard HankinsGeneral Medical Council, Manchester, UK.
Celia A BrownImperial College School of Medicine, Imperial College London, London, UK.ORCID 0000-0002-7526-0793
Amir H SamImperial College School of Medicine, Imperial College London, London, UK.ORCID 0000-0002-9599-9069

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrevious studies have shown that medical students demonstrate poorer performance when diagnosing pathology in skin of colour (SOC) compared to white skin (WS); it is important to understand the reasons underpinning this. If not addressed, poorer differential diagnostic ability in certain skin tones could entrench existing racial inequities in health care. We investigated whether exposure to a predominant patient skin colour during clinical practice affects diagnostic ability in WS and SOC.

methodsParticipants were international medical graduates (IMGs) and medical students from Imperial College London and the University of Dundee, recruited between January and May 2024. Participants were divided into two groups, based on whether they were predominantly exposed to white patients (WP) or non-white patients (NWP) in their practice. Participants sat a dermatology quiz, in which they were asked to provide a diagnosis for 22 image-based vignettes, covering 11 clinical presentations, each shown in WS and SOC. For each of the WP and NWP exposed groups, we compared their diagnostic ability in WS and SOC presentations.

resultsA total of 411 participants were analysed; 187 predominantly exposed to WP and 224 predominantly exposed to NWP. Both groups demonstrated a statistically significantly better diagnostic ability in WS compared to SOC (p < 0.01). Overall, there was no significant difference in differential diagnostic ability in WS and SOC between the WP-exposed and NWP-exposed groups (p = 0.731). DISCUSSION: Regardless of the predominant patient skin colour participants saw in their practice, participants were worse at diagnosing pathology in SOC. This highlights that clinical exposure to SOC is not sufficient to mitigate clinicians' inferior diagnostic ability in non-white skin tones. Therefore, effort must be made to improve the diversity of skin colours represented in medical education resources, to improve clinicians' familiarity with pathology in different skin tones and minimize the risk of patients being misdiagnosed due to their skin colour.

Indexed as

Clinical CompetenceDermatologySkin PigmentationStudents, MedicalAdultDiagnosis, DifferentialFemaleHumansMale

Identifiers

PMID41387102
PMCPMC12956757

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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.