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A Meta-analysis of Studies on the Effects of Active Learning on Asian Students' Performance in Science, Technology, Engineering and Mathematics (STEM) Subjects
The objective of this study is to perform a meta‐analysis of published data on the effects of active learning on Asian students' performance in science, technology, engineering, and mathematics (STEM) subjects. This comprehensive meta-analysis study includes a systematic review of papers relate...
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Published in: | The Asia-Pacific education researcher 2023-06, Vol.32 (3), p.379-400 |
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Main Authors: | , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | The objective of this study is to perform a meta‐analysis of published data on the effects of active learning on Asian students' performance in science, technology, engineering, and mathematics (STEM) subjects. This comprehensive meta-analysis study includes a systematic review of papers related to various active learning approaches and instructional methods such as collaborative learning, experiential learning, discovery-based, group-inquiry-based, problem-based and activity-based learning, specifically the effects these approaches have on Asian students' performance in STEM-related subjects. The Scopus electronic bibliographic database was searched with search terms and dates to identify and extract the relevant studies that met pre-stated inclusion criteria. A main criterion for inclusion of studies in this meta-analysis were Asian students’ exposure to any active learning intervention in STEM-related subjects. Studies that fulfilled the inclusion criteria were processed for data extraction. A total of 2810 full‐text peer reviewed papers published from 2000 to 2020 were analyzed and 38 papers met the inclusion criteria established for the meta-analysis. Effect sizes between experimental (
n
= 2230) and control groups (
n
= 2510) were calculated using means and standard deviations which were collected and summarized for a comprehensive and systematic review based on the compiled data. Using means and standard deviations from the studies, a moderately large effect size (ES = 0.6596) was detected. Analysis of the pre-post effect sizes demonstrated a significantly higher mean effect size thereby indicating a positive effect of active learning on Asian students' performance in STEM subjects. Findings from the meta-analysis in this study provide a comprehensive understanding of the effects of active learning on Asian students' performance in STEM subjects. Finally, the significance and relevance of these findings for future research directions are discussed. |
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ISSN: | 0119-5646 2243-7908 |
DOI: | 10.1007/s40299-022-00661-6 |