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Siemens, W., Borenstein, M., Evrenoglou, T., Meerpohl, J. J., & Schwarzer, G. (2025). Beyond Prediction Intervals in Meta-Analysis: Reporting the Expected Proportion of Comparable Studies with Clinically Relevant Benefit or Harm. BMC Medical Research Methodology, 25, Article No. 215.
https://doi.org/10.1186/s12874-025-02733-9

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• TITLE: Beyond Instructional Labels: A Realist Review of Active-Learning Variation in Medical Education

  AUTHORS: Anatoli Em. Argyrou, Andreas C. Lazaris

  KEYWORDS: Medical Education, Active Learning, Realist Review, ICAP Framework, Cognitive Engagement

  JOURNAL NAME: Creative Education, Vol.17 No.11, November 3, 2026

  ABSTRACT: Introduction: A realist review examined how learning mechanisms explain variation across teaching approaches in undergraduate medical education (UME). Methods: PubMed/MEDLINE, Scopus, Web of Science, and ERIC were searched through August 2026. Of 2383 records, 27 met inclusion criteria. Evidence was synthesized using context-mechanism-outcome configurations, with Interactive, Constructive, Active, Passive (ICAP) characterizing engagement. Results: Three mechanism-level demi-regularities were identified. Mechanism activation, cognitive engagement, constructive alignment, and implementation fidelity explained variation, while instructional labels showed heterogeneity. Conclusion: Instructional labels are family indicators rather than interventions. Mechanism-ICAP profiles and implementation fidelity provide analytical units for understanding outcomes across UME contexts.