Evidence map›Paper›PMID 41578712›Full record

ReviewMedical education2026

Mixed-methods research in medical education: Lessons from a meta-study of methodological practice.

Jennifer Cleland, Anna MacLeod, Susan van Schalkwyk, Rachel H Ellaway

Abstract readReview
In one paragraph

Review in Medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

4 authors.

Jennifer ClelandLee Kong Chian School of Medicine, Nanyang Technological University, Singapore.ORCID https://orcid.org/0000-0003-1433-9323
Anna MacLeodDepartment of Continuing Professional Development and Medical Education, Dalhousie University, Halifax, Nova Scotia, Canada.ORCID https://orcid.org/0000-0002-0939-7767
Susan van SchalkwykDepartment of Health Professions Education, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.ORCID https://orcid.org/0000-0003-1596-6791
Rachel H EllawayDepartment of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.ORCID https://orcid.org/0000-0002-3759-6624

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionMixed-methods research (MMR) intentionally combines (variously) theories, study designs, data collection, analyses and/or syntheses associated with more than one approach to research. Despite a rich literature on the theory and practice of MMR, the authors were concerned that much MMR in medical education fell short of the state of the art. To substantiate the problem, the authors conducted a meta-study to explore the strengths and weaknesses of MMR in medical education and to propose a framework to improve the conduct and reporting of this research design.

methodsStructured searches were conducted, and returns were filtered based on inclusion and exclusion criteria, establishing a corpus of 1070 articles. A series of purposive samples was taken from this corpus and put through full data extraction. The findings from these extractions were synthesized using descriptive statistics and a dialogical identification of core issues of concern.

resultsDescriptive statistics were produced for the full corpus, after which a series of samples led to 547 (51%) articles undergoing full data extraction. There was a significant increase in the number of articles reporting the use of MMR in the last 20 years. Several recurring issues were identified including a lack of theoretical and conceptual grounding in MMR, a lack of diversity in what constitutes MMR, questionable component rigour, a lack of integration (mixing), a tension between MMR as more than one thing and MMR as a methodology in its own right, and very little adaptation and innovation in MMR approaches. These issues had not improved over time. DISCUSSION: Major gaps in how MMR was justified and used were found. Integration, central to MMR, was notably lacking. Thus, the authors propose a checklist to help researchers and reviewers ensure that future use of MMR in medical education is more rigorous, transparent, complete and accurate.

Indexed as

Education, MedicalResearch DesignHumans

Identifiers

PMID41578712
PMCPMC13441206

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.