HomeInternational Journal of Multidisciplinary: Applied Business and Education Researchvol. 7 no. 4 (2026)

A Meta-Analysis of the Impact of Game-Based Approaches on Affective and Psychomotor Learning Outcomes in Mathematics Education: Evidence from the Davao Region, Philippines

Derren N. Gaylo

Discipline: Education

 

Abstract:

Although there is a growing interest in the implementation of game- based learning within mathematics education due to its promise of pro- moting affective and psychomotor learning, research has predominantly concentrated on reported cognitive gains. It is therefore essential to ex- plore further the impact of such approaches on learners in order to en- sure that all domains of learning are addressed. The current study there- fore aims to synthesise findings from within the Davao Region, Philip- pines, focusing specifically on affective and psychomotor learner out- comes associated with the use of games. An ex post facto meta-analytic design was used to explore the impact of game-based approaches on af- fective and psychomotor learner outcomes. A comprehensive search strategy was used to identify relevant published and unpublished quasi- experimental studies that had reported effect sizes pertaining to affective and psychomotor learning from a range of educational settings within the region, including higher education institutions and Department of Edu- cation repositories. Four studies met the inclusion criteria, with six effect sizes being incorporated into the analyses. Findings from the meta-anal- yses revealed a large positive effect associated with the use of games for affective learning, with no studies detected which specifically reported on psychomotor learner outcomes. High levels of between-study vari- ance prompted the use of random-effects models, while no publication bias detected assessed through statistical and graphical techniques. The findings from the current study support the use of game-based ap- proaches as a promising pedagogical strategy to enhance affective learner outcomes within mathematics education, supporting construc- tivist-based theory relating to a holistic approach to teaching and learn- ing. Implications for future research include a need to explore psychomo- tor learner outcomes within game-based approaches in greater depth, *Corresponding author: E-mail: orvilleevardo@gmail.com Evardo Jr. & Gaylo, 2026 / A Meta-Analysis of the Impact of Game-Based Approaches on Affective and Psychomotor Learning Outcomes in Mathematics Education IJMABER 1627 Volume 7 | Number 4 | April | 2026 using both quantitative and qualitative research methodologies and in a variety of contexts.



References:

  1. Ahmed, F., Carrión, J. R., Bellotti, F., Barresi, G., Floris, F., & Berta, R. (2023). Applications of serious games as affective disorder therapies in autistic and neurotypical in-dividuals: A literature review. Applied Sci-ences, 13(8), 4706. https://doi.org/10.3390/app13084706">https://doi.org/10.3390/app13084706">https://doi.org/10.3390/app13084706
  2. Barz, N., Benick, M., Dörrenbächer-Ulrich, L., & Perels, F. (2023). The effect of digital game-based learning interventions on cognitive, metacognitive, and affective-motivational learning outcomes in school: A meta-analysis. Review of Educational Re-search, 94(2), 193–227. https://doi.org/10.3102/00346543231167795">https://doi.org/10.3102/00346543231167795">https://doi.org/10.3102/00346543231167795
  3. Brata, D. P. N., Utomo, E. S., & Farhan, A. (2025). Teachers’ pedagogical competence in psy-chomotor assessment to improve collabo-rative, creative, communication, critical thinking (4C) of junior high school stu-dents. KnE Social Sciences, 10(9), 100–115. https://doi.org/10.18502/kss.v10i9.18472">https://doi.org/10.18502/kss.v10i9.18472">https://doi.org/10.18502/kss.v10i9.18472
  4. Chen, C., Shih, C., & Law, V. (2020). The effects of competition in digital game-based learning (DGBL): A meta-analysis. Educa-tional Technology Research and Develop-ment, 68(4), 1855–1873. https://doi.org/10.1007/s11423-020-09794-1">https://doi.org/10.1007/s11423-020-09794-1">https://doi.org/10.1007/s11423-020-09794-1
  5. Cooper, W. F., & Harrow, A. J. (1973). A taxon-omy of the psychomotor domain: A guide for developing behavioral objectives. American Educational Research Journal, 10(4), 325. https://doi.org/10.2307/1161665">https://doi.org/10.2307/1161665">https://doi.org/10.2307/1161665
  6. Craypo, E. (2024). Playing 3D Video Games Boosts Stereo Vision. UC Berkeley Vision. https://vision.berkeley.edu/posts/play-ing-3d-video-games-boosts-stereo-visionCui, J., Yang, F., Peng, Y., Wang, S., & Zhou, X. (2024). Differential cognitive correlates in processing symbolic and situational mathematics. Infant and Child Develop-ment, 33(4). https://doi.org/10.1002/icd.2500">https://doi.org/10.1002/icd.2500">https://doi.org/10.1002/icd.2500
  7. DerSimonian, R., & Laird, N. (1986). Meta-anal-ysis in clinical trials. Controlled Clinical Trials, 7(3), 177–188. https://doi.org/10.1016/0197-2456(86)90046-2">https://doi.org/10.1016/0197-2456(86)90046-2">https://doi.org/10.1016/0197-2456(86)90046-2
  8. Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315(7109), 629–634. https://doi.org/10.1136/bmj.315.7109.629">https://doi.org/10.1136/bmj.315.7109.629">https://doi.org/10.1136/bmj.315.7109.629
  9. Eve, Z., Turner, M., Di Basilio, D., Harkin, B., Yates, A., Persson, S., Henry, J., Williams, A., Walton, G., Jones, M. V., Whitley, C., & Craddock, N. (2023). Therapeutic games to reduce anxiety and depression in young people: A systematic review and explora-tory meta-analysis of their use and effec-tiveness. Clinical Psychology & Psychother-apy, 31(1). https://doi.org/10.1002/cpp.2938">https://doi.org/10.1002/cpp.2938">https://doi.org/10.1002/cpp.2938
  10. Gagnon, D. (1985). Videogames and spatial skills: An exploratory study. Educational Technology Research and Development, 33(4), 263–275. https://doi.org/10.1007/bf02769363">https://doi.org/10.1007/bf02769363">https://doi.org/10.1007/bf02769363
  11. Ganeshkumar, P., & Gopalakrishnan, S. (2013). Systematic reviews and meta-analysis: Understanding the best evidence in pri-mary healthcare. Journal of Family Medi-cine and Primary Care, 2(1), 9. https://doi.org/10.4103/2249-4863.109934">https://doi.org/10.4103/2249-4863.109934">https://doi.org/10.4103/2249-4863.109934
  12. Gómez-León, M. I. (2025). Serious games to support emotional regulation strategies in educational intervention programs with children and adolescents. Systematic re-view and meta-analysis. Heliyon, 11(4), e42712. https://doi.org/10.1016/j.heli-yon.2025.e42712">https://doi.org/10.1016/j.heli-yon.2025.e42712">https://doi.org/10.1016/j.heli-yon.2025.e42712
  13. Higgins J. P. T., Thomas J., Chandler J., Cumpston M., Li T., Page M. J., Welch V. A. (Eds.).Cochrane Handbook for Systematic Reviews of Interventionsversion 6.5(up-dated August 2024). Cochrane, 2024. Available from www.train-ing.cochrane.org/handbook">http://www.train-ing.cochrane.org/handbook.">www.train-ing.cochrane.org/handbook.
  14. Hung, C., Huang, I., & Hwang, G. (2014). Effects of digital game-based learning on stu-dents’ self-efficacy, motivation, anxiety, and achievements in learning mathemat-ics. Journal of Computers in Education, 1(2–3), 151–166. https://doi.org/10.1007/s40692-014-0008-8">https://doi.org/10.1007/s40692-014-0008-8">https://doi.org/10.1007/s40692-014-0008-8
  15. Jain, A. (2022, September 14). 5 Ways How Game-Based Learning is Beneficial for Cor-porate Training. https://blog.commlabin-dia.com/elearning-design/game-based-learning-benefits-corporate-training">https://blog.commlabin-dia.com/elearning-design/game-based-learning-benefits-corporate-training">https://blog.commlabin-dia.com/elearning-design/game-based-learning-benefits-corporate-training
  16. Juric, P., Bakaric, M. B., & Matetic, M. (2021). Motivational elements in computer games for learning mathematics. International Journal of Emerging Technologies in Learning (iJET), 16(10), 275. https://doi.org/10.3991/ijet.v16i10.20417">https://doi.org/10.3991/ijet.v16i10.20417">https://doi.org/10.3991/ijet.v16i10.20417
  17. Kurniati, D., Trapsilasiwi, D., As’ari, A. R., Basri, H., & Osman, S. (2022). Prospective math-ematics teachers’ critical thinking disposi-tion in designing cognitive and psychomo-tor assessment instruments. Tadris Jurnal Keguruan Dan Ilmu Tarbiyah, 7(1), 1–14. https://doi.org/10.24042/tadris.v7i1.11263">https://doi.org/10.24042/tadris.v7i1.11263">https://doi.org/10.24042/tadris.v7i1.11263
  18. Lau, H. M., Smit, J. H., Fleming, T. M., & Riper, H. (2017). Serious games for mental health: Are they accessible, feasible, and effec-tive? A systematic review and meta-anal-ysis. Frontiers in Psychiatry, 7. https://doi.org/10.3389/fpsyt.2016.00209">https://doi.org/10.3389/fpsyt.2016.00209">https://doi.org/10.3389/fpsyt.2016.00209
  19. Lester, J. (2014). The use of Meta-Analysis and forest plots to examine and display data in oncology research. Journal of the Ad-vanced Practitioner in Oncology, 5(6). https://doi.org/10.6004/jadpro.2014.5.6.8">https://doi.org/10.6004/jadpro.2014.5.6.8">https://doi.org/10.6004/jadpro.2014.5.6.8
  20. Lu, Z., Chiu, M. M., Cui, Y., Mao, W., & Lei, H. (2022). Effects of game-based learning on students’ computational thinking: A meta-analysis. Journal of Educational Compu-ting Research, 61(1), 235–256. https://doi.org/10.1177/07356331221100740">https://doi.org/10.1177/07356331221100740">https://doi.org/10.1177/07356331221100740
  21. Magistro, D., Cooper, S. B., Carlevaro, F., Mar-chetti, I., Magno, F., Bardaglio, G., & Mu-sella, G. (2022). Two years of physically active mathematics lessons enhance cog-nitive function and gross motor skills in primary school children. Psychology of Sport and Exercise, 63, 102254. https://doi.org/10.1016/j.psychsport.2022.102254">https://doi.org/10.1016/j.psychsport.2022.102254">https://doi.org/10.1016/j.psychsport.2022.102254
  22. Mao, W., Cui, Y., Chiu, M. M., & Lei, H. (2021). Ef-fects of game-based learning on students’ critical thinking: A meta-analysis. Journal of Educational Computing Research, 59(8), 1682–1708. https://doi.org/10.1177/07356331211007098">https://doi.org/10.1177/07356331211007098">https://doi.org/10.1177/07356331211007098
  23. Mas, M., Jiménez, L., & Riera, C. (2018). System-atization of the psychomotor activity and cognitive development. Psicologí a Educa-tiva, 24(1), 38–41. https://doi.org/10.5093/psed2018a5">https://doi.org/10.5093/psed2018a5">https://doi.org/10.5093/psed2018a5
  24. Nathan, M. J., & Walkington, C. (2017). Grounded and embodied mathematical cognition: Promoting mathematical in-sight and proof using action and language. Cognitive Research Principles and Implica-tions, 2(1). https://doi.org/10.1186/s41235-016-0040-5">https://doi.org/10.1186/s41235-016-0040-5">https://doi.org/10.1186/s41235-016-0040-5
  25. Plass, J. L., Homer, B. D., & Kinzer, C. K. (2015). Foundations of game-based learning. Edu-cational Psychologist, 50(4), 258–283. https://doi.org/10.1080/00461520.2015.1122533">https://doi.org/10.1080/00461520.2015.1122533">https://doi.org/10.1080/00461520.2015.1122533
  26. Ramli, I. S. M., Maat, S. M., & Khalid, F. (2022). Sustainable mathematics learning using digital game-based learning: The impact on student’s self-efficacy and mathemat-ics achievement. International Journal of Academic Research in Progressive Educa-tion and Development, 11(2). https://doi.org/10.6007/ijarped/v11-i2/12934">https://doi.org/10.6007/ijarped/v11-i2/12934">https://doi.org/10.6007/ijarped/v11-i2/12934
  27. Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychologi-cal Bulletin, 86(3), 638–641. https://doi.org/10.1037/0033-2909.86.3.638">https://doi.org/10.1037/0033-2909.86.3.638">https://doi.org/10.1037/0033-2909.86.3.638
  28. Schriger, D. L., Altman, D. G., Vetter, J. A., Heaf-ner, T., & Moher, D. (2010). Forest plots in reports of systematic reviews: a cross-sec-tional study reviewing current practice. International Journal of Epidemiology, 39(2), 421–429. https://doi.org/10.1093/ije/dyp370">https://doi.org/10.1093/ije/dyp370">https://doi.org/10.1093/ije/dyp370
  29. Son, H. (2025). The impact of MOVEMENT-IN-TEGRATED INSTRUCTION on physical lit-eracy development in elementary stu-dents. Education Sciences, 15(5), 545. https://doi.org/10.3390/educsci15050545">https://doi.org/10.3390/educsci15050545">https://doi.org/10.3390/educsci15050545
  30. Sterne, J. a. C., Sutton, A. J., Ioannidis, J. P. A., Ter-rin, N., Jones, D. R., Lau, J., Carpenter, J., Rucker, G., Harbord, R. M., Schmid, C. H., Tetzlaff, J., Deeks, J. J., Peters, J., Macaskill, P., Schwarzer, G., Duval, S., Altman, D. G., Moher, D., & Higgins, J. P. T. (2011). Rec-ommendations for examining and inter-preting funnel plot asymmetry in meta-analyses of randomised controlled trials. BMJ, 343(jul22 1), d4002. https://doi.org/10.1136/bmj.d4002">https://doi.org/10.1136/bmj.d4002">https://doi.org/10.1136/bmj.d4002
  31. Sugano, S. G. C., & Nabua, E. B. (2020). Meta-Analysis on the effects of teaching meth-ods on academic performance in chemis-try. International Journal of Instruction, 13(2), 881–894. https://doi.org/10.29333/iji.2020.13259a">https://doi.org/10.29333/iji.2020.13259a">https://doi.org/10.29333/iji.2020.13259a
  32. Sumarsono, A., Wasa, C., Syamsudin, Hidayat, A. K., Hiskya, H. J., Lewar, E., & Kalalo, C. N. (2018). The four-net game to improve stu-dents’ psychomotor skill. Proceedings of the 1st International Conference on Social Sciences (ICSS 2018). https://doi.org/10.2991/icss-18.2018.288">https://doi.org/10.2991/icss-18.2018.288">https://doi.org/10.2991/icss-18.2018.288
  33. Tran, C., Smith, B., & Buschkuehl, M. (2017). Support of mathematical thinking through embodied cognition: Nondigital and digi-tal approaches. Cognitive Research Princi-ples and Implications, 2(1). https://doi.org/10.1186/s41235-017-0053-8">https://doi.org/10.1186/s41235-017-0053-8">https://doi.org/10.1186/s41235-017-0053-8
  34. Tsai, Y., & Tsai, C. (2018). Digital game-based second-language vocabulary learning and conditions of research designs: A meta-analysis study. Computers & Education, 125, 345–357. https://doi.org/10.1016/j.compedu.2018.06.020">https://doi.org/10.1016/j.compedu.2018.06.020">https://doi.org/10.1016/j.compedu.2018.06.020
  35. Villani, D., Carissoli, C., Triberti, S., Marchetti, A., Gilli, G., & Riva, G. (2018). Videogames for emotion regulation: A systematic review. Games for Health Journal, 7(2), 85–99. https://doi.org/10.1089/g4h.2017.0108">https://doi.org/10.1089/g4h.2017.0108">https://doi.org/10.1089/g4h.2017.0108
  36. Viscione, I., D’Elia, F., Vastola, R., & Sibilio, M. (2017). Psychomotor assessment in teaching and educational research. Athens Journal of Education, 4(2), 169–178. https://doi.org/10.30958/aje.4-2-5">https://doi.org/10.30958/aje.4-2-5">https://doi.org/10.30958/aje.4-2-5
  37. Wang, S., Chang, S., Hwang, G., & Chen, P. (2017). A microworld-based role-playing game development approach to engaging students in interactive, enjoyable, and ef-fective mathematics learning. Interactive Learning Environments, 26(3), 411–423. https://doi.org/10.1080/10494820.2017.1337038">https://doi.org/10.1080/10494820.2017.1337038">https://doi.org/10.1080/10494820.2017.1337038
  38. Wols, A., Pingel, M., Lichtwarck-Aschoff, A., & Granic, I. (2024). Effectiveness of applied and casual games for young people’s men-tal health: A systematic review of random-ised controlled studies. Clinical Psychol-ogy Review, 108, 102396. https://doi.org/10.1016/j.cpr.2024.102396">https://doi.org/10.1016/j.cpr.2024.102396">https://doi.org/10.1016/j.cpr.2024.102396