Evidence map›Paper›PMID 42657051›Full record

ReviewFrontiers in medicine2026

Evaluating equity interventions and the limits of institutional change: from admission to clinical leadership in UK medical education.

Carl Kulimushi, Rachel Cowen

Abstract readReview
In one paragraph

Review in Frontiers in medicine, 2026. 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

2 authors.

Carl KulimushiDivision of Medical Education, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom.
Rachel CowenDivision of Medical Education, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Structural inequality in UK medical education does not arise at a single point. It builds across the career pipeline, from application through to clinical leadership, and current institutional responses address it only in part. This Mini Review examines one widely implemented equity intervention at each of three pipeline stages: contextual admissions at access, reverse mentoring at success, and equity-focused leadership and fellowship schemes at progression. The review applies the Equity Evaluation Framework, which assesses interventions against three criteria: theoretical grounding, structural and cultural impact, and equity and belonging. The same finding recurs at each stage. Interventions change practice at a defined point in the pipeline, while the governance arrangements, accountability systems, and professional cultures that produce inequality remain largely unaltered. The available evidence is constrained by cross-sectional designs, limited intersectional analysis, and a focus on participation rates rather than structural outcomes. The review argues that incremental interventions at the margins of the pipeline are unlikely to deliver equity on their own, and that durable change depends on embedding equity within institutional governance and culture at every stage.

Indexed as

belongingcontextual admissionsequitygender equitymedical educationreverse mentoringstructural inequalitywidening participation

Identifiers

PMID42657051
PMCPMC13507956

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.