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All Journal Journal on Math and Science Educational Technology
Nabilah Dwi Dianti
Universitas Muhammadiyah Prof. DR. HAMKA

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Meta-Analysis: Effectiveness of ICT-Based Learning Learning Model on Students' Mathematical Ability Nabilah Dwi Dianti; Nurul Fathonah Najla; Samsul Maari
Journal on Math and Science Educational Technology Vol. 1 No. 1 (2025): Journal on Math and Science Educational Technology
Publisher : PT. Eduresearch Mitra Inovasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61193/jmset.v1i1.68

Abstract

The purpose of this study is to determine the effectiveness of the ICT learning model on students' mathematical potential. The type of research used is meta-analysis. The Publish or Perish (PoP) database and Google Scholar are reviewed to achieve appropriate research within the scope of the research. By inputting keywords that have existed in this database, approximately 200 articles have been found that have been published around 2014 to 2023 and have been researched for research goals. Based on the inclusion conditions, 22 articles have met the suitability requirements for research. The software used as an analysis tool is the Comprehensive Meta-Analysis (CMA) version 3.7, and the effect size index of the Hedges-g Coefficient equation is obtained from the determination through the estimation of the random-effect design. The results of the study found that the overall effect measure of ICT use on students' mathematical ability was 0.498, with a confidence level of 95%. These findings indicate that the use of ICT in Indonesia or abroad is still quite effective because it has a positive impact on students' mathematical skills. Thus, the application of ICT has a greater effect on mathematical abilities than conventional approaches.
Co-Authors Nurul Fathonah Najla Samsul Maari