A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjects

Currently, researchers have started to become interested in studying the impact of peer tutoring on academic achievement. Based on cognitive constructivism ideas. peer tutoring, founded on focuses on the significance of social interactions in learning and how they influence children's cognitive...

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Main Authors: Riyan Hidayat, Mohd Rashid Mohd Saad
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:International Journal of Educational Research Open
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666374025000123
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author Riyan Hidayat
Mohd Rashid Mohd Saad
author_facet Riyan Hidayat
Mohd Rashid Mohd Saad
author_sort Riyan Hidayat
collection DOAJ
description Currently, researchers have started to become interested in studying the impact of peer tutoring on academic achievement. Based on cognitive constructivism ideas. peer tutoring, founded on focuses on the significance of social interactions in learning and how they influence children's cognitive development. As such, this meta-analysis aims to look into the overall effect of peer tutoring, emphasising on STEM disciplines. The researchers utilised the PRISMA procedure to conduct a literature search across resources such as Web of Science, Scopus, and Google Scholar. The process yielded 24 works with 3311 participants. The researchers calculated the effect size with standardized mean differences (SMD) and 95 % confidence interval using the R software packages. The results indicated that peer tutoring has a significant effect on academic achievement (effect size [ES] = 1.23, 95 % confidence interval [CI] [0.75, 1.70], p < 0.001) and other learning outcomes (effect size [ES] = 0.40, 95 % CI [0.20, 0.59], p < 0.001). The subgroup analysis showed revealed substantial changes in effect sizes between subjects; however, no significant differences by the type of peer tutoring were found. Thus, this suggests that studying this effect has the potential to significantly improve academic performance, specifically in STEM fields.
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spelling doaj-art-76761353fc734fa0aa1cd7e9d3c40c0e2025-08-20T02:14:55ZengElsevierInternational Journal of Educational Research Open2666-37402025-06-01810044610.1016/j.ijedro.2025.100446A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjectsRiyan Hidayat0Mohd Rashid Mohd Saad1Faculty of Educational Studies, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia; Institute for Mathematical Research, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia; Corresponding author.Department of Language and Literacy Education, Faculty of Education, University of Malaya, 50603 Kuala Lumpur, MalaysiaCurrently, researchers have started to become interested in studying the impact of peer tutoring on academic achievement. Based on cognitive constructivism ideas. peer tutoring, founded on focuses on the significance of social interactions in learning and how they influence children's cognitive development. As such, this meta-analysis aims to look into the overall effect of peer tutoring, emphasising on STEM disciplines. The researchers utilised the PRISMA procedure to conduct a literature search across resources such as Web of Science, Scopus, and Google Scholar. The process yielded 24 works with 3311 participants. The researchers calculated the effect size with standardized mean differences (SMD) and 95 % confidence interval using the R software packages. The results indicated that peer tutoring has a significant effect on academic achievement (effect size [ES] = 1.23, 95 % confidence interval [CI] [0.75, 1.70], p < 0.001) and other learning outcomes (effect size [ES] = 0.40, 95 % CI [0.20, 0.59], p < 0.001). The subgroup analysis showed revealed substantial changes in effect sizes between subjects; however, no significant differences by the type of peer tutoring were found. Thus, this suggests that studying this effect has the potential to significantly improve academic performance, specifically in STEM fields.http://www.sciencedirect.com/science/article/pii/S2666374025000123Meta-analysisPeer tutoringSTEM subjects
spellingShingle Riyan Hidayat
Mohd Rashid Mohd Saad
A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjects
International Journal of Educational Research Open
Meta-analysis
Peer tutoring
STEM subjects
title A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjects
title_full A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjects
title_fullStr A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjects
title_full_unstemmed A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjects
title_short A Meta-analysis of the effect of peer tutoring in Science, Technology, Engineering and Mathematics (STEM) subjects
title_sort meta analysis of the effect of peer tutoring in science technology engineering and mathematics stem subjects
topic Meta-analysis
Peer tutoring
STEM subjects
url http://www.sciencedirect.com/science/article/pii/S2666374025000123
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AT riyanhidayat metaanalysisoftheeffectofpeertutoringinsciencetechnologyengineeringandmathematicsstemsubjects
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