SynthesisBMC medical education2018
Flipped classroom improves student learning in health professions education: a meta-analysis.
Synthesis in BMC medical education, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04381676 (The Flipped Classroom Approach to Teaching Horizontal Strabismus in Ophthalmology Residency), which is not on this map. Cited by 381 papers, 7 of them syntheses that pooled 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.
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.
The Flipped Classroom Approach to Teaching Horizontal Strabismus in Ophthalmology Residency: A Multi-Centered Randomized Controlled Study
Who cites it
381 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Application of flipped classroom in surgical education: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- The Flipped Classroom in Medical Education: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Effectiveness of flipped classrooms in Chinese students of clinical medicine major undergoing clinical practice: a meta-analysis.BMC medical education · 2025Pooled it
- Pooled it
- Which novel teaching strategy is most recommended in medical education? A systematic review and network meta-analysis.BMC medical education · 2024Pooled it
- Learning Outcomes of e-Learning in Psychotherapy Training and Comparison With Conventional Training Methods: Systematic Review.Journal of medical Internet research · 2024Pooled it
- Effectiveness of flipped classroom in pharmacy education - a meta-analysis.BMC medical education · 2023Pooled it
- Implementing peer-assisted learning in a dental flipped classroom: a model for postgraduate-undergraduate collaboration.BMC medical education · 2026Trial
- The effect of systematic aesthetic education of prosthodontics in undergraduate practical teaching - a randomized controlled study.BMC medical education · 2026Trial
- Blended Learning Compared With Face-to-Face Learning Among Family Medicine Residents: Randomized Controlled Trial.JMIR medical education · 2026Trial
- A study of the effectiveness of the BOPPPS model combined with FC-CBL in the standardized training of general medicine residents.Frontiers in public health · 2026Trial
- Application and effectiveness of blended learning in biochemistry laboratory courses: a multi-class controlled study.BMC medical education · 2025Trial
- Visual Learning in Electrocardiography Training for Medical Residents: Comparative Intervention Study.JMIR medical education · 2025Trial
- Effect of flipped classroom to anesthesia crisis management simulation education: a quasi-experimental study.BMC medical education · 2025Trial
- Effectiveness of blended learning to improve medical students' communication skills: a randomized, controlled trial.BMC medical education · 2025Trial
- Performance of flipped classroom teaching method during hemodialysis training of nurses.Revista da Escola de Enfermagem da U S P · 2025Trial
- The effects of 'small private online course + flipped classroom' teaching on job competency of nuclear medicine training trainees.BMC medical education · 2024Trial
- Application of a flipped classroom incorporating modified team-based learning in molecular biology laboratory teaching: a mixed methods study.BMC medical education · 2024Trial
- Flipped Classroom: Improved team performance during resuscitation training through interactive pre-course content - a cluster-randomised controlled study.BMC medical education · 2024Trial
- Comparative effectiveness study of flipped classroom versus online-only instruction of clinical reasoning for medical students.Medical education online · 2023Trial
321 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe use of flipped classroom approach has become increasingly popular in health professions education. However, no meta-analysis has been published that specifically examines the effect of flipped classroom versus traditional classroom on student learning. This study examined the findings of comparative articles through a meta-analysis in order to summarize the overall effects of teaching with the flipped classroom approach. We focused specifically on a set of flipped classroom studies in which pre-recorded videos were provided before face-to-face class meetings. These comparative articles focused on health care professionals including medical students, residents, doctors, nurses, or learners in other health care professions and disciplines (e.g., dental, pharmacy, environmental or occupational health).
methodUsing predefined study eligibility criteria, seven electronic databases were searched in mid-April 2017 for relevant articles. Methodological quality was graded using the Medical Education Research Study Quality Instrument (MERSQI). Effect sizes, heterogeneity estimates, analysis of possible moderators, and publication bias were computed using the COMPREHENSIVE META-ANALYSIS software.
resultsA meta-analysis of 28 eligible comparative studies (between-subject design) showed an overall significant effect in favor of flipped classrooms over traditional classrooms for health professions education (standardized mean difference, SMD = 0.33, 95% confidence interval, CI = 0.21-0.46, p < 0.001), with no evidence of publication bias. In addition, the flipped classroom approach was more effective when instructors used quizzes at the start of each in-class session. More respondents reported they preferred flipped to traditional classrooms.
conclusionsCurrent evidence suggests that the flipped classroom approach in health professions education yields a significant improvement in student learning compared with traditional teaching methods.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.