When Math Meets Play: A Meta-Analysis of Digital Game-Based Learning Effectiveness
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Al-Barakat, A. A., Alali, R. M., Al-Hassan, O. M., & Aboud, Y. Z. (2025). Evaluating the Effectiveness of Electronic Games-Based Learning in Enhancing Children’s Multiplication Skills and Cognitive Achievement. International Journal of Information and Education Technology, 15(5), 947–954. https://doi.org/10.18178/ijiet.2025.15.5.2301
Alipova, A., Turganbayeva, A., Alimzhanova, L., Savelyeva, V., & Malybayev, R. (2024). Evaluating the Effectiveness of Gaming Practices in Enhancing Computer Science Terminology Learning among Primary School Students. International Journal of Information and Education Technology, 14(6), 865–875. https://doi.org/10.18178/ijiet.2024.14.6.2112
Alotaibi, M. S. (2024). Game-based learning in early childhood education: a systematic review and meta-analysis. Frontiers in Psychology, 15, 1307881. https://doi.org/10.3389/fpsyg.2024.1307881
Arztmann, M., Hornstra, L., Jeuring, J., & Kester, L. (2023). Effects of games in STEM education: a meta-analysis on the moderating role of student background characteristics. Studies in Science Education, 59(1), 109–145. https://doi.org/10.1080/03057267.2022.2057732
Bertram, L. (2020). Digital Learning Games for Mathematics and Computer Science Education: The Need for Preregistered RCTs, Standardized Methodology, and Advanced Technology. Frontiers in Psychology, 11, 2127. https://doi.org/10.3389/fpsyg.2020.02127
Brydges, C. R. (2019). Effect Size Guidelines, Sample Size Calculations, and Statistical Power in Gerontology. Innovation in Aging, 3(4), 1–8. https://doi.org/10.1093/geroni/igz036
Chen, C. C., & Huang, P. H. (2020). The effects of STEAM-based mobile learning on learning achievement and cognitive load. Interactive Learning Environments. https://doi.org/10.1080/10494820.2020.1761838
Chen, C. H., Law, V., & Huang, K. (2023). Adaptive scaffolding and engagement in digital game-based learning. Educational Technology Research and Development, 71(4), 1785–1798. https://doi.org/10.1007/s11423-023-10244-x
Chen, H. L., & Wu, C. T. (2023). A digital role-playing game for learning: effects on critical thinking and motivation. Interactive Learning Environments, 31(5), 3018–3030. https://doi.org/10.1080/10494820.2021.1916765
Chen, K. F., Hwang, G. J., & Chen, M. R. A. (2024). Knowledge check-based concept mapping in digital games: impacts on students’ learning performance and behaviors. Educational Technology Research and Development, 72(4), 2297–2324. https://doi.org/10.1007/s11423-024-10378-6
Chin, K. Y., & Chen, Y. L. (2023). Potential effects of a role-playing digital gaming learning system on the learning performance and motivation in a humanities course. Interactive Learning Environments, 31(8), 5078–5091. https://doi.org/10.1080/10494820.2021.1995760
Cooper, H., Hedges, L. V., & Valentine, J. C. (2009). Handbook of Research Synthesis and Meta-Analysis (2nd ed.). Russell Sage Foundation.
Demirel, T., & Karakus Yilmaz, T. (2019). The effects of mind games in math and grammar courses on the achievements and perceived problem-solving skills of secondary school students. British Journal of Educational Technology, 50(3), 1482–1494. https://doi.org/10.1111/bjet.12624
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. British Medical Journal, 315(7109), 629–634. https://doi.org/10.1136/bmj.315.7109.629
Gresalfi, M. S., Rittle-Johnson, B., Loehr, A., & Nichols, I. (2018). Design matters: explorations of content and design in fraction games. Educational Technology Research and Development, 66(3), 579–596. https://doi.org/10.1007/s11423-017-9557-7
Gui, Y., Cai, Z., Yang, Y., Kong, L., Fan, X., & Tai, R. H. (2023). Effectiveness of digital educational game and game design in STEM learning: a meta-analytic review. International Journal of STEM Education, 10(1), 424–449. https://doi.org/10.1186/s40594-023-00424-9
Gupta, U., & Zheng, R. Z. (2020). Cognitive Load in Solving Mathematics Problems: Validating the Role of Motivation and the Interaction Among Prior Knowledge, Worked Examples, and Task Difficulty. European Journal of STEM Education, 5(1), 1–14. https://doi.org/10.20897/ejsteme/9252
Hilz, A., Guill, K., Roloff, J., Sommerhoff, D., & Aldrup, K. (2023). How to Continue? New Approaches to Investigating the Effects of Adaptive Math Learning Programs on Students’ Performance, Self-Concept, and Anxiety. Journal of Intelligence, 11(6), 108. https://doi.org/10.3390/jintelligence11060108
Hulse, T., Daigle, M., Manzo, D., Braith, L., Harrison, A., & Ottmar, E. (2019). From here to there! Elementary: a game-based approach to developing number sense and early algebraic understanding. Educational Technology Research and Development, 67(2), 423–441. https://doi.org/10.1007/s11423-019-09653-8
Ilić, J., Ivanović, M., & Klašnja-Milićević, A. (2024). Effects of Digital Game-Based Learning in Stem Education on Students’ Motivation: a Systematic Literature Review. Journal of Baltic Science Education, 23(1), 20–36. https://doi.org/10.33225/jbse/24.23.20
Imlig-Iten, N., & Petko, D. (2018). Comparing Serious Games and Educational Simulations: Effects on Enjoyment, Deep Thinking, Interest and Cognitive Learning Gains. Simulation and Gaming, 49(4), 401–422. https://doi.org/10.1177/1046878118779088
Kahyaoğlu Erdoğmuş, Y., & Kurt, A. A. (2023). Digital game-based learning: Pedagogical agent and feedback types on achievement, flow experience, and cognitive load. Education and Information Technologies, 29(10), 12943–12968. https://doi.org/10.1007/s10639-023-12368-2
Ke, F., Clark, K. M., & Uysal, S. (2019). Architecture Game-Based Mathematical Learning by Making. International Journal of Science and Mathematics Education, 17, 167–184. https://doi.org/10.1007/s10633-019-09996-x
Ke, F., & Clark, K. M. (2020). Game-Based Multimodal Representations and Mathematical Problem Solving. International Journal of Science and Mathematics Education, 18(1), 103–122. https://doi.org/10.1007/s10633-018-9938-3
Kim, S., Chang, M., Deater-Deckard, K., Evans, M. A., Norton, A., & Samur, Y. (2017). Educational games and students’ game engagement in elementary school classrooms. Journal of Computers in Education, 4(4), 395–418. https://doi.org/10.1007/s40692-017-0095-4
Lee, H. K., & Choi, A. (2020). Enhancing early numeracy skills with a tablet-based math game intervention: a study in Tanzania. Educational Technology Research and Development, 68(6), 3567–3585. https://doi.org/10.1007/s11423-020-09808-y
Lee, J. E., Chan, J. Y. C., Botelho, A., & Ottmar, E. (2022). Does slow and steady win the race?: Clustering patterns of students’ behaviors in an interactive online mathematics game. Educational Technology Research and Development, 70(5), 1575–1599. https://doi.org/10.1007/s11423-022-10138-4
Liu, T. C., Lin, Y. C., Wang, T. N., Yeh, S. C., & Kalyuga, S. (2021). Studying the effect of redundancy in a virtual reality classroom. Educational Technology Research and Development, 69(2), 1183–1200. https://doi.org/10.1007/s11423-021-09991-6
Manzano-León, A., Rodríguez-Rivera, P., Raposo-Rivas, M., & Rodríguez-Ferrer, J. M. (2024). Digital game-based learning for transgender identity awareness: a qualitative study in Spanish social education degree. Current Psychology, 43(20), 18065–18073. https://doi.org/10.1007/s12144-023-05556-3
Mercimek, B., Akbulut, Y., Dönmez, O., & Sak, U. (2020). Multitasking impairs learning from multimedia across gifted and non-gifted students. Educational Technology Research and Development, 68(3), 995–1016. https://doi.org/10.1007/s11423-019-09717-9
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Journal of Clinical Epidemiology, 62(10), 1006–1012. https://doi.org/10.1016/j.jclinepi.2009.06.005
Mtebe, J. S., & Christina, R. (2024). Developing Local Games for Enhancing Numeracy Skills in Primary Schools in Tanzania: A Participatory Approach. East African Journal of Science, Technology and Innovation, 5(2), 1–16. https://doi.org/10.37425/6mc17170
Nguyen-Viet, B. (2023). Enhancing satisfaction among Vietnamese students through gamification: The mediating role of engagement and learning effectiveness. Cogent Education, 10(2), 2265276. https://doi.org/10.1080/2331186X.2023.2265276
Pan, Y., & Ke, F. (2023). Effects of game-based learning supports on students’ math performance and perceived game flow. Educational Technology Research and Development, 71(2), 459–479. https://doi.org/10.1007/s11423-022-10183-z
Pontes, H. P., Furlan Duarte, J. B., & Pinheiro, P. R. (2020). An educational game to teach numbers in Brazilian Sign Language while having fun. Computers in Human Behavior, 107, 105825. https://doi.org/10.1016/j.chb.2018.12.003
Tadiboyina, V. R., Deepak, B., & Bisht, D. S. (2023). Design and evaluation of a gesture interactive alphabet learning digital-game. Education and Information Technologies, 29(11), 13627–13645. https://doi.org/10.1007/s10639-023-12399-9
Tahir, R., & Wang, A. I. (2024). Evaluating the effectiveness of game-based learning for teaching refugee children Arabic using the integrated LEAGUÊ-GQM approach. Behaviour and Information Technology, 43(1), 110–138. https://doi.org/10.1080/0144929X.2022.2156386
Tamphu, S., Suyitno, I., Susanto, G., Budiana, N., Salim, M. R., Nurhikmah, & Purnawati, W. (2024). Building bridges to the future of learning: Exploring artificial intelligence research using R-Studio assisted bibliometrics. Cogent Education, 11(1), 2417623. https://doi.org/10.1080/2331186X.2024.2417623
Thalheimer, W., & Cook, S. (2002). How to calculate effect sizes from published research: A simplified methodology. Work-Learning Research.
Vanacore, K., Sales, A., Liu, A., & Ottmar, E. (2023). Benefit of Gamification for Persistent Learners: Propensity to Replay problems Moderates Algebra-Game Effectiveness. L@S 2023 - Proceedings of the 10th ACM Conference on Learning @ Scale, 164–173. https://doi.org/10.1145/3573051.3593395
Wu, H. M., Yin, T., & Chan, Y. J. (2025). Using a conversation-based agent system to foster math argumentation learning. Educational Technology Research and Development, 73(3), 1497–1518. https://doi.org/10.1007/s11423-025-10455-4
Yang, K. H., Chu, H. C., Hwang, G. J., & Liu, T. J. (2025). A progressive concept map-based digital gaming approach for mathematics courses. Educational Technology Research and Development, 73(3), 1519–1544. https://doi.org/10.1007/s11423-025-10461-6
Yang, Y., Yu, A., Li, J. J., Shafi, M., & Fauzi, M. A. (2024). Exploring the impact of gamified elements on college students’ learning in virtual learning communities. Kybernetes. https://doi.org/10.1108/K-01-2024-0017
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