Evidence map›Paper›PMID 39920678›Full record

SynthesisBMC medical education2025

Effectiveness of flipped classrooms in Chinese students of clinical medicine major undergoing clinical practice: a meta-analysis.

Xinrui Sun, Xin Yuan, Linyu Zhang, Yi Zhang, Xue Xiao, Hanmin Liu, Fang Ma

Abstract readMeta-Analysis
In one paragraph

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 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Article
  6. Article
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

7 authors.

Xinrui SunCenter for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Sichuan University, Ministry of Education, Sichuan University, Chengdu, 610041, Sichuan, P. R. China.
Xin YuanCenter for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Sichuan University, Ministry of Education, Sichuan University, Chengdu, 610041, Sichuan, P. R. China.
Linyu ZhangCenter for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Sichuan University, Ministry of Education, Sichuan University, Chengdu, 610041, Sichuan, P. R. China.
Yi ZhangCenter for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Sichuan University, Ministry of Education, Sichuan University, Chengdu, 610041, Sichuan, P. R. China.
Xue XiaoDepartment of Obstetrics and Gynecology, West China Second Hospital, Sichuan University, Chengdu, 610041, Sichuan, China. xiaoxue@schxfy.com.
Hanmin LiuDepartment of Pediatric Pulmonology and Immunology, West China Second University Hospital, Sichuan University, Chengdu, China. liuhm@scu.edu.cn.
Fang MaCenter for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Sichuan University, Ministry of Education, Sichuan University, Chengdu, 610041, Sichuan, P. R. China. mafangmed@126.com.

Funding

2022 Teaching Reform Research Project of West China Second University Hospital, Sichuan University YJJG-2022-ZD03Graduate Education and Teaching Reform Project Funded by Sichuan University GSSCU2023093
6 · The paper itself

Abstract

introductionClinical practice is a cornerstone of undergraduate training in Chinese medical education, ensuring the development of essential skills for future professionals. While flipped classrooms have gained popularity for their potential to enhance learning outcomes, the effectiveness of this approach in clinical settings remains underexplored. This study aims to address this research gap by consolidating evidence on the impact of flipped classrooms through a comprehensive meta-analysis.

methodsTwo researchers independently screened all the retrieved articles and did data extraction. The Cochrane Risk of Bias tool for randomized trials was used for methodological quality assessment. Weighted mean differences (WMD) and 95% confidence interval (CI) were used to compare the differences in theoretical and skill scores between the flipped classrooms and traditional lecture groups. The Cochran Q test and the I2 statistic were used for heterogeneity analysis. The funnel plots were used to assess the publication bias. All analyses will be performed via RevMan version 5.3.

resultsA total of 19 studies were included in the final analysis, 18 of which were eligible for quantitative analysis. As a high level of heterogeneity of included studies, random effect models were used. Both the theoretical and skill scores in flipped classroom students were higher than those in traditional lecture students (SMD = 8.33, 95% CI: 5.91-10.75, P < 0.001; SMD = 7.91, 95% CI: 5.86-9.91, P < 0.001, respectively). However, all included studies were of poor quality, and funnel plots indicated the presence of publication bias.

conclusionFlipped classrooms demonstrate potential in improving both theoretical knowledge and practical skills among medical students in clinical practice. Despite these promising results, the interpretation is limited by methodological shortcomings and potential publication bias in the included studies. Future research should focus on conducting high-quality, large-scale trials to validate these findings and explore their broader applicability.

Indexed as

Clinical CompetenceClinical MedicineEducation, Medical, UndergraduateProblem-Based LearningStudents, MedicalChinaEast Asian PeopleEducational MeasurementHumansClinical medicineClinical practiceFlipped classroomMeta-analysis

Identifiers

PMID39920678
PMCPMC11806571

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.