SynthesisBMC medical education2025
Whether case-based teaching combined with the flipped classroom is more valuable than traditional lecture-based teaching methods in clinical medical education: a systematic review and meta-analysis.
Synthesis in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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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.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Application of flipped classroom in surgical education: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Implementing peer-assisted learning in a dental flipped classroom: a model for postgraduate-undergraduate collaboration.BMC medical education · 2026Trial
- Efficacy of a hybrid case-based learning and simulated clinical encounter model versus lecture-based learning in dental education.BMC medical education · 2026Trial
- Synergising flipped classroom and case-based learning in resource-intensive anatomy education in China: a quasi-experimental study.BMJ open · 2025Trial
- A Generational Approach to Neurology Education: Engaging Generation Z Learners.Neurology. Education · 2026Review
- ABCD-ReproNim: An educational program for responsible and reproducible analyses of ABCD data.Developmental cognitive neuroscience · 2026Article
- Cost-effectiveness of virtual patient integration in dermatology education: evidence for precision education by learner expertise.BMC medical education · 2026Article
- The Efficacy of Integrating Problem-Based Learning with the BOPPPS Six-Step Methodology in Endocrinology Clinical Instruction.Medical principles and practice : international journal of the Kuwait University, Health Science Centre · 2026Article
- Twelve Tips for Recognizing and Addressing the Adverse Effects of Medical Education Interventions: Tutorial.JMIR medical education · 2026Article
- Integration of BOPPPS and flipped classroom teaching models for enhanced learning outcomes in pediatric dentistry education.BMC medical education · 2026Article
- Effect of the BOPPPS model on pre-anesthesia care education for nurse anesthesia students in Iran: a quasi-experimental study.BMC medical education · 2026Article
- Looking back to look forward: Learning from past innovations in family medicine training.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2026Article
- Effectiveness of a "5E+AI" teaching model on science communication in medical students: a contribution to global health literacy.Frontiers in public health · 2026Article
- Impact of a hybrid flipped classroom and case-based learning model on learning outcomes and competency development inFrontiers in medicine · 2026Article
- Research progress on the application of virtual simulation in medical education.Frontiers in medicine · 2026Review
- Enhancing medical education with gallery walk, flipped classroom, and VARK.Journal of education and health promotion · 2026Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAn increasing body of evidence suggests that both flipped classroom and case-based teaching models outperform traditional teaching methods in clinical medical education. Both teaching methods share several advantages, including a student-centered approach, enhanced understanding and mastery of knowledge, the development of comprehensive skills, and an emphasis on interactive communication. Therefore, a teaching model that integrates both methods may achieve similar or even better educational outcomes. Although previous studies have demonstrated this, they are generally limited by small sample sizes and inconsistent evaluation criteria for teaching effectiveness. This study aims to provide a high-quality assessment of this teaching method through meta-analysis and systematic review, further confirming its value in the field of clinical medical education.
methodsThis study employed a meta-analysis to systematically and quantitatively compare the educational impact of a teaching model combining flipped classroom and case-based learning (Flipped Classroom Case Learning, FCCL) with traditional lecture-based learning (LBL) for clinical medical students. An extensive literature search was conducted to identify studies on the application of FCCL and LBL in clinical medical education, covering the period from inception to November 21, 2024. Databases searched included the Cochrane Library, Web of Science, Embase, and PubMed. A total of 12 studies were included, comprising 1,857 clinical medical students or residents. The quality of each included study was assessed using RevMan (Version 5.4). The primary outcome measures were students' theoretical scores and clinical analytical skills. The extracted data were subjected to meta-analysis using Stata 18.0 software.
resultsA total of 1,857 participants from 12 studies were included in the analysis. The meta-analysis revealed that the FCCL group demonstrated significantly superior theoretical scores (Cohen's d = 0.60, 95% CI: 0.17 to 1.04, P = 0.01) and clinical analysis skills (Cohen's d = 1.53, 95% CI: 0.86 to 2.19, P = 0.00) compared to the LBL group. The Cohen's d for clinical analytical skills was 1.53 (> 0.8), indicating a large effect size between the two groups, suggesting a significant difference between the FCCL and LBL groups in improving students' clinical analytical skills. In contrast, the Cohen's d for theoretical scores was 0.60(approximately 0.5), indicating a moderate effect size, suggesting a moderate difference between the FCCL and LBL groups in improving students' theoretical knowledge. Subgroup analyses indicated that Chinese students in the FCCL group exhibited better theoretical performance (SMD = 1.03, 95% CI: 0.30 to 1.77, P = 0.01; heterogeneity, P = 0.00) and clinical analysis skills (SMD = 2.54, 95% CI: 1.06 to 4.02, P = 0.00; heterogeneity, P = 0.00) compared to their LBL counterparts. Among students from Western countries, those in the FCCL group outperformed the LBL group in clinical analysis skills (SMD = 0.45, 95% CI: 0.26 to 0.63, P = 0.00; heterogeneity, P = 0.21). However, no significant difference in theoretical scores was observed between the two teaching methods in this subgroup (SMD = 0.10, 95% CI: -0.28 to 0.48, P = 0.60; heterogeneity, P = 0.00).
conclusionThe present study demonstrates that FCCL is more effective than LBL in enhancing clinical medical students' theoretical scores and clinical analysis skills. These findings were generally consistent across different nationalities of the study populations, with the exception of students from Western countries, where no statistically significant difference was observed in theoretical scores between the two instructional methods. However, due to the inevitable methodological differences among the included studies, heterogeneity is difficult to eliminate, and the overall sample size is relatively small. Therefore, further randomized controlled trials with rigorous experimental designs are needed to confirm these conclusions.
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