Open access Journal SINTA 1
META-ANALYSIS OF COMPUTER-BASED MATHEMATICS LEARNING IN THE LAST DECADE SCOPUS DATABASE: TRENDS AND IMPLICATIONS
Infinity Journal · Vol. 12 No. 1 (2023)
- ISSN
- 2460-9285, 2089-6867
- Published
- 2023-02-28
- Publisher
- IKIP Siliwangi Bandung
Abstract
Computer-Based Mathematics Learning (CBML) has gone global in the last decade and is making a substantial impact for educational purposes. But the fact is that in the scientific literature, it is found that studies aimed at testing these theoretical assumptions have inconsistent results. In this regard, this meta-analysis was conducted to determine the effect of CBML and to analyze categorical variables to consider the implications. Data were retrieved from the Scopus database using Publish or Perish between 2010 and 2023. This study examined 29 independent samples from 28 eligible primary studies with 1179 subjects. The population estimate was based on a random effects model, and the CMA software was used as a calculation aid. The study's results provide an overall effect size of 1.03 (large effect). This indicates that applying CBML significantly affects students' mathematical abilities. The four categorical variables considered in the study are discussed to clarify research trends. Furthermore, the research implications are outlined and contribute to future CBML implementation arrangements.
Collaboration network of the authors
29 authors · 71 co-authorship links · 53 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- IKIP Siliwangi
- Universitas Katolik Indonesia Santu Paulus Ruteng
- Johannes Kepler University of Linz
- Beijing Normal University
- Riau University
- University of Timor
- Indonesia Open University
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Wahyu Hidayat | IKIP Siliwangi | 2 |
| Riyan Hidayat | Universiti Putra Malaysia | 1 |
| Ardi Dwi Susandi | Indonesia Open University | 1 |
| Ebenezer Bonyah | University of Skills Training and Entrepreneurial Development | 1 |
| Sudirman | Affiliation unknown | 1 |
| Masta Hutajulu | IKIP Siliwangi | 1 |
| Muhammad Afrilianto | IKIP Siliwangi | 1 |
| Tina Rosyana | IKIP Siliwangi | 1 |
| Linda Linda | IKIP Siliwangi | 1 |
| Corrienna Abdul Talib | University of Technology Malaysia | 1 |
| Neni Hermita | Riau University | 1 |
| Jesi Alexander Alim | Riau University | 1 |
| Milton Rosa | Universidade Federal de Ouro Preto | 1 |
| Yohanis Ndapa Deda | University of Timor | 1 |
| Hermina Disnawati | University of Timor | 1 |
| Zsolt Lavicza | Johannes Kepler University of Linz | 1 |
| Herdian Herdian | Muhammadiyah University Purwokerto | 1 |
| Shile Chang | Beijing Normal University | 1 |
| Houssam Kasti | Qatar University | 1 |
| Guillermo Bautista | University of the Philippines Diliman | 1 |
| Heris Hendriana | IKIP Siliwangi | 1 |
| Xiaoying Chen | China West Normal University | 1 |
| Lilla Koreňová | Comenius University Bratislava | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.