Evidence map›Paper›PMID 39007126›Full record

ArticleAdvances in medical education and practice2024

The State of Mastery Learning in Pediatric Graduate Medical Education: A Scoping Review.

Michaela Mills-Rudy, Megan Thorvilson, Cynthia Chelf, Stephanie Mavis

Abstract readScoping Review
In one paragraph

Article in Advances in medical education and practice, 2024. 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

4 authors.

Michaela Mills-RudyDepartment of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, MN, USA.ORCID 0009-0009-0835-1343
Megan ThorvilsonDepartment of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, MN, USA.
Cynthia ChelfMayo Clinic College of Medicine and Science, Rochester, MN, USA.ORCID 0000-0003-1767-7440
Stephanie MavisDepartment of Pediatric and Adolescent Medicine, Division of Neonatal Medicine, Mayo Clinic, Rochester, MN, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The aim of this study was to characterize the state of mastery learning interventions, identify gaps in current approaches, and highlight opportunities to improve the rigor of ML in pediatric graduate medical education (GME) training programs. Methods: In October 2022, we searched Ovid, PubMed, Scopus, and ERIC. Two reviewers independently screened 165 citations and reviewed the full manuscripts of 20 studies. We developed a modified data abstraction tool based on the Recommendations for Reporting Mastery Education Research in Medicine (ReMERM) guidelines and extracted variables related to mastery learning curricular implementation and design and learner assessment. Results: Eleven studies of ML approaches within pediatric GME were included in the full review, with over half published after 2020. ML interventions were used to teach both simple and complex tasks, often in heterogeneous learner groups. While deliberate practice and feedback were consistently reported features of ML in pediatrics, opportunities for improvement include clearly defining mastery, conducting learning over multiple sessions, presenting sufficient validity evidence for assessment tools, adhering to rigorous standard setting processes, and reporting psychometric data appropriate for ML. Conclusion: In pediatric GME, ML approaches are in their infancy. By addressing common shortcomings in the existing literature, future efforts can improve the rigor of ML in pediatric training programs and its impact on learners and patients.

Indexed as

competency-based medical educationgraduate medical education

Identifiers

PMID39007126
PMCPMC11244625

What OpenQuestion holds

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Registered trials

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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.