Evidence map›Paper›PMID 41327207›Full record

SynthesisBMC medical education2025

Differential attainment within medical education: a systematic review.

C Cunningham, L Thong, D Mockler, M Hayes, C Ní Cheallaigh, S M Smith

Abstract readSystematic Review
In one paragraph

Synthesis in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

C CunninghamSchool of Medicine, Trinity College Dublin, Dublin, Ireland. cunninc7@tcd.ie.ORCID http://orcid.org/0000-0001-6650-4488
L ThongSchool of Medicine, Trinity College Dublin, Dublin, Ireland.
D MocklerFaculty of Health Sciences, Trinity College Dublin, Dublin, Ireland.
M HayesRoyal College of Physicians, Dublin, Ireland.
C Ní CheallaighSt James' Hospital and Associate Professor Department of Medicine, Trinity College Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0002-0842-425X
S M SmithDiscipline of Public Health and Primary Care, Trinity College Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0001-6027-2727

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDifferential attainment describes the systemic differences in outcomes when grouping cohorts by protected characterises and socioeconomic backgrounds. To date, most research studies have focused on a small number of characteristics and outcomes. This systematic review aimed to explore the association between a range of student/trainee characteristics and differential attainment in undergraduate and postgraduate medical education.

methodsA systematic review was conducted and reported using the Preferred Reporting Items for Systematic Reviews and Meta Analyses (PRISMA) guidelines with searches conducted in May 2023. Outcome measures were assessment, progression through training, and qualification in medical students or trainee doctors. Specific characteristics included were age, disability, entry route to medicine, ethnicity, gender, religion and socio-economic status. The Cochrane RoB tool, the Newcastle-Ottawa Scale and the GRADE approach were applied. A narrative synthesis was conducted due to heterogeneity between studies.

resultsNinety-five studies were included. The majority were observational. There were over 381,815 medical student and 395,191 trainee doctor participants across all studies. The certainty across included studies was low and results were heterogeneous. Most results focused on assessment, followed by progression, then qualification. Gender, ethnicity and age were most commonly studied. Mixed results were noted for gender with results suggesting an advantage for undergraduate females however, females took longer to complete postgraduate training, and males were more likely to be on a specialist register. Minoritised ethnicity was consistently associated with lower attainment across a large number of studies. Younger doctors consistently did better in postgraduate assessments. Only 32 studies examined other characteristics with mixed results for disability and entry routes to medicine. The impact of socioeconomic status varied, but lower status was associated with lower attainment at later career stages.

conclusionDifferential attainment is a complex, context-dependent phenomenon with multiple contributory factors that are challenging to disentangle. Despite low certainty of evidence, this review suggests that many characteristics do impact on outcomes in medical education. This warrants further investigation and indicates a need for monitoring and targeted differential attainment interventions to ensure equitable outcomes for medical students and doctors in training. REGISTRATION: This systematic review is registered on PROSPERO, accessible at https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42023426933 . PROSPERO has been updated to reflect the progression of this review.

Indexed as

Education, MedicalEducation, Medical, GraduateStudents, MedicalFemaleHumansSex FactorsDifferential attainmentMedical educationMedical studentsTrainee doctors

Identifiers

PMID41327207
PMCPMC12910774

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.