Journal of Education and Learning (EduLearn)
Vol 20, No 2: May 2026

Meta-analysis of flipped classroom model to promote mathematical higher-order thinking

Fatmiyati, Novita (Unknown)
Juandi, Dadang (Unknown)
Fatimah, Siti (Unknown)



Article Info

Publish Date
01 May 2026

Abstract

Numerous studies have explored how the flipped classroom affects satisfaction, learning outcomes, and attitudes of both teachers and students. However, there is a gap in research regarding its impact on higher-order thinking. This meta-analysis aims to fill this gap by assessing the effect size of the flipped classroom model on students’ mathematical higher-order thinking. Data from 30 primary studies, including journal articles, proceedings, theses, and dissertations, were analyzed using Comprehensive Meta-Analysis (CMA) Version 4 Software. These studies included 1,043 students in the experimental groups and 970 in the control groups. The analysis revealed a pooled effect size of 1.094, indicating a significant positive impact. Notably, the effect size remained consistent across various educational levels, sample sizes, years of study, types of learning media, and higher-order thinking indicators. This suggests the versatility and effectiveness of the flipped classroom model across different educational settings, including middle school, high school, and college, regardless of class size or learning media used.

Copyrights © 2026






Journal Info

Abbrev

EduLearn

Publisher

Subject

Humanities Education Library & Information Science Social Sciences Other

Description

Journal of Education and Learning (EduLearn) ISSN: 2089-9823, e-ISSN 2302-9277 is a multi-disciplinary, peer-refereed open-access international journal which has been established for the dissemination of state-of-the-art knowledge in the field of education, teaching, development, instruction, ...