Innovative Teaching Methods Open access Peer reviewed

Application of flipped classroom in surgical education: a systematic review and meta-analysis

Rui Cheng, Sike He, Yuan Wang, Huan Ren and 2 more

Frontiers in Medicine | May 28, 2026

Abstract

Abstract

Background Surgical education is crucial to patient care as it trains surgeons and equips medical students with knowledge and skills. Flipped classroom (FC) is an active teaching approach that has shown potential in medical education, but its impact on surgical education remains unclear. This study aimed to evaluate the effectiveness of FC compared with traditional lecture (TL) in surgical education. Methods Web of Science, PubMed, Embase, Cochrane Library, and ClinicalTrials.gov were searched following a predefined protocol. Risk of bias was assessed by the Cochrane Risk of Bias Assessment Tool (version 2) and the “Risk of Bias” tool from the Cochrane Effective Practice and Organization of Care Group. The certainty of evidence (CoE) was measured applying the Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) system. Pooled effects of FC over TL were calculated using standard mean differences (SMDs) and 95% confidence intervals (CIs). Subgroup analyses were performed to explore potential sources of heterogeneity. Results A total of 11 studies were included in the systematic review and nine in the meta-analysis. FC showed significant benefits over TL in improving learning outcomes as measured by total scores (SMD = 0.37, 95% CI: 0.11–0.63, p = 0.005), theoretical scores (SMD = 0.32, 95% CI: 0.09–0.54, p = 0.005), and operational scores (SMD = 0.56, 95% CI: 0.33–0.78, p < 0.00001). Study design, study direction, continent, curriculum type, and exam type may affect heterogeneity. The GRADE showed high CoE for total and operational scores and moderate CoE for theoretical scores in randomized studies, but very low CoE for three outcomes in non-randomized studies. Conclusion Current evidence suggests that FC may be more effective in surgical education for improving students’ academic performance compared with TL. It may serve as a promising approach for surgical education. More high-quality studies are expected to confirm these findings. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/view/CRD42024602869 , identifier PROSPERO (CRD42024602869).

Direct answer

What can I do from this paper page?

Use this page to scan "Application of flipped classroom in surgical education: a systematic review and meta-analysis" quickly: start with the summary and abstract, then check the authors, source, topics, and related papers. From here, open Scollr to follow Innovative Teaching Methods research, save the paper, or map adjacent work.

Authors

Researchers on this paper

Rui Cheng

first | Sichuan University

Sike He

middle | ORCID 0000-0003-3737-7568

Yuan Wang

middle

Huan Ren

middle

Xingming Zhang

middle | ORCID 0000-0002-8139-0156

Yunjin Bai

last

Research areas

Follow related topics

Citation

BibTeX

@article{Cheng2026Application,
  title = {Application of flipped classroom in surgical education: a systematic review and meta-analysis},
  author = {Rui Cheng and Sike He and Yuan Wang and Huan Ren and Xingming Zhang and Yunjin Bai},
  journal = {Frontiers in Medicine},
  year = {2026},
  doi = {10.3389/fmed.2026.1841948},
  url = {https://doi.org/10.3389/fmed.2026.1841948}
}

FAQ

Using this paper in a discovery workflow

How do I find related work for this paper?

Use the related papers and topic links on this page as starting points. In Scollr, you can also open the paper and build a literature map around its references, citing papers, and related work.

How can I keep up with new Innovative Teaching Methods research papers?

Follow Innovative Teaching Methods research in Scollr. New papers from the topic flow into a personalized feed, and you can save useful studies to revisit later.

Can I cite this paper from this page?

This page includes a static BibTeX block for Application of flipped classroom in surgical education: a systematic review and meta-analysis. Always verify the DOI, source, and publication details against the publisher record before submitting a manuscript.

Follow this research in Scollr

Follow the topics and authors behind this paper, save useful studies, and build a literature map when you are ready to go deeper.

Get the app