Evidence map›Paper›PMID 41340886›Full record

ArticleAdvances in medical education and practice2025

Commercial Learning Platforms in UK Undergraduate Medical Education: A Qualitative Study of Benefits, Limitations, and Integration.

Richard Phillips, Jamie J Coleman

Abstract read
In one paragraph

Article in Advances in medical education and practice, 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

2 authors.

Richard PhillipsCollege of Medicine and Health, University of Birmingham, Birmingham, UK.ORCID 0000-0002-8978-9743
Jamie J ColemanCollege of Medicine and Health, University of Birmingham, Birmingham, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study explores the reasons and methods by which medical students use Medical Educational Commercial Off-the-Shelf (MedED-COTS) learning platforms for exam preparation. It also compares student use of these platforms with institutional resources and identifies their benefits and limitations. Methods: A qualitative cross-sectional study was conducted at the University of Birmingham, UK, involving semi-structured focus groups with 5 medical students and 6 clinical teaching fellows (early career clinical instructors). Transcripts were analysed thematically using a deductive approach, with supplementary inductive coding to capture emerging themes. Results: Students reported that MedED-COTS were integral for exam preparation, often perceived as essential for success. Platforms were valued for accessibility, gamified features, and continuity with familiar strategies, such as working through past papers. Peer influence strongly shaped platform selection and use. Students highlighted the benefits of identifying knowledge gaps and flexible, self-directed learning opportunities. However, concerns were raised about subscription costs, equity of access, and the need to purchase multiple platforms. Clinical teaching fellows acknowledged the appeal of MedED-COTS but cautioned that oversimplification of complex topics risked undermining the development of deeper clinical reasoning skills. Conclusion: MedED-COTS play a prominent role in student learning but require careful integration with institutional resources to ensure balance between exam preparation and clinical reasoning development. Medical schools should provide guidance on appropriate use, address barriers of cost and equity, and consider how validated elements of these platforms could be incorporated into curricula. Given the small, exploratory sample from a single institution, findings should be interpreted as preliminary but highlight important directions for future, larger-scale research on the role of commercial learning platforms in medical education.

Indexed as

clinical reasoningexam preparationlearning platformsMedED-COTSmedical education

Identifiers

PMID41340886
PMCPMC12672157

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.