Analyzing the Relationship between Emotional Intelligence and Conceptual Learning of Tenth-Grade Male Students through Virtual Mathematics Games Based on the APOS Theory

Authors

  • Esmaeil Yousefi * Department of Mathematics Education, Assistant Professor, Department of Mathematics‎, ‎SR.C‎, ‎Islamic Azad University‎, ‎Tehran‎, ‎Iran.
  • Behrouz Shojaee Department of Mathematics‎, ‎Ka.C‎, ‎Islamic Azad University‎, Karaj‎, ‎Iran.
  • Erfan Keshtpoor Department of Mathematics‎, ‎Ka.C‎, ‎Islamic Azad University‎, Karaj‎, ‎Iran.

https://doi.org/10.48314/jidcm.v1i3.78

Abstract

This study investigates the impact of virtual mathematics games, designed based on the Action, Process, Object, Schema (APOS) theory, on the Emotional Intelligence (EI) of tenth-grade male students in district 4 of Karaj, Iran. A quasi-experimental design with pre-test, post-test, and control group was employed, and 100 students were randomly assigned to experimental and control groups. The experimental intervention consisted of virtual mathematics games developed in alignment with the principles of APOS theory, aimed at enhancing various levels of conceptual understanding as well as students’ cognitive and emotional engagement. Data were collected using the Bar-On EI inventory. The findings revealed that APOS-based interactive and cooperative mathematics games significantly improved students’ self-awareness, emotional regulation, and social skills. In contrast, overexposure to competitive or violent digital games weakened emotional control and increased aggressive behaviors. These results highlight the crucial role of designing virtual mathematics games grounded in cognitive development frameworks such as APOS to foster both emotional and social growth among adolescents. The study provides valuable insights for mathematics teachers, parents, and policymakers, emphasizing that incorporating APOS-based cooperative games in educational settings can effectively strengthen EI while supporting healthier socio-emotional development.

Keywords:

Cooperative virtual games, Emotional intelligence, Action, process, object, schema theory, Mathematics education, Educational technology

References

  1. [1] Anderson, C. A., & Bushman, B. J. (2018). Media violence and the general aggression model. Journal of social issues, 74(2), 386-413. https://doi.org/10.1111/josi.12275

  2. [2] Goldstein, T. R., & Alperson, K. (2020). Dancing bears and talking toasters: A content analysis of supernatural elements in children’s media. Psychology of popular media, 9(2), 214. https://psycnet.apa.org/doi/10.1037/ppm0000222

  3. [3] Mayer, J. D., Caruso, D. R., & Salovey, P. (2016). The ability model of emotional intelligence: Principles and updates. Emotion review, 8(4), 290-300. https://doi.org/10.1177/1754073916639667

  4. [4] Esmaeeli Gojar, S., & Poorrostaei Ardakani, S. (2019). The effect of online multi-player educational computer games on social skills and cognitive abilities of students. Educational psychology, 15(51), 211-230. https://doi.org/10.22054/jep.2019.38724.2537

  5. [5] Abedi Kalroud, Y. S., & Ramezani Fini, M. (2025). The application of video games in improving the learning of social studies course concepts. Quarterly journal of research in social studies education, 6(4), 107-129. https://doi.org/10.48310/rsse.2025.4054

  6. [6] Dubinsky, E. (1991). Reflective abstraction in advanced Mathematical thinking. In Advanced Mathematical thinking (pp. 95-126). Dordrecht: Springer Netherlands. https://doi.org/10.1007/0-306-47203-1_7

  7. [7] Granic, I., Lobel, A., & Engels, R. C. (2014). The benefits of playing video games. American psychologist, 69(1), 66. https://psycnet.apa.org/buy/2013-42122-001

  8. [8] Ferguson, C. J. (2007). Evidence for publication bias in video game violence effects literature: A meta-analytic review. Aggression and violent behavior, 12(4), 470-482. https://doi.org/10.1016/j.avb.2007.01.001

  9. [9] Salovey, P., & Mayer, J. D. (1990). Emotional intelligence. Imagination, cognition and personality, 9(3), 185-211. https://doi.org/10.2190/DUGG-P24E-52WK-6CDG

  10. [10] Goleman, D. (1995). Emotional intelligence: Why it can matter more than IQ new. Bantam Books, New York. https://search.worldcat.org/title/272314654

  11. [11] Bar-On, R. (2000). Emotional and social intelligence: Insights from the emotional quotient inventory. In The handbook of emotional intelligence: Theory, development, assessment, and application at home, school, and in the workplace (pp. 363–388). Jossey-Bass/Wiley. https://psycnet.apa.org/record/2001-00355-018

  12. [12] Kuss, D. J., & Griffiths, M. D. (2017). Social networking sites and addiction: Ten lessons learned. International journal of environmental research and public health, 14(3), 311. https://doi.org/10.3390/ijerph14030311

  13. [13] Orben, A., & Przybylski, A. K. (2019). The association between adolescent well-being and digital technology use. Nature human behaviour, 3(2), 173-182. https://doi.org/10.1038/s41562-018-0506-1

  14. [14] Papastergiou, M. (2009). Digital game-based learning in high school computer science education: Impact on educational effectiveness and student motivation. Computers & education, 52(1), 1-12. https://doi.org/10.1016/j.compedu.2008.06.004

  15. [15] Nabavi, S. H., Mohammadi, S., Ghorbani, S., & Lashkardoost, H. (2015). Association between computer games and emotional intelligence in students. Journal of north khorasan university of medical sciences, 4(7), 917-927. (In Persian). https://www.sid.ir/paper/186999/en

  16. [16] Salehi, M. (2019). The effect of computer games on emotional intelligence of high school students. Information and communication technology in educational sciences, 9(35), 77-97. (In Persian). http://dorl.net/dor/20.1001.1.22285318.1398.9.3.4.2

  17. [17] Noormohammadi, Z., Sharifi, P., & Vakili, S. (2024). The effectiveness of social game training on emotional self-awareness and social skills in students who are victims of domestic violence. Quarterly journal of educational psychology, 20(74), 73–91. (In Persian). https://doi.org/10.22054/jep.2025.79422.4019

  18. [18] Yousefi, E., Zamanzadeh NasrAbadi, M., & Azhini, M. (2025). Investigating the effect of flipped teaching on Mathematical performance of ninth grade students using APOS theory. Trends and achievements in learning technology, 2(5), 39-63. https://doi.org/10.22034/jlt.2025.2057557.1035

  19. [19] Dugnol-Menéndez, J., Jiménez-Arberas, E., Ruiz-Fernández, M. L., Fernández-Valera, D., Mok, A., & Merayo-Lloves, J. (2021). A collaborative escape room as gamification strategy to increase learning motivation and develop curricular skills of occupational therapy students. BMC medical education, 21(1), 544. https://doi.org/10.1186/s12909‑021‑02973‑5

  20. [20] Bar-On, R. (1997). BarOn emotional quotient inventory. Multi-Health Systems New York. https://cjwolfe.com/EQi%20Development%20Report.pdf

  21. [21] Gilar-Corbi, R., Valdés, M. V., Navas, L., Holgado-Tello, F. P., & Castejón, J. L. (2021). Validation of the bar-on EQ-i: YV (S) inventory in its spanish version: Gender-based invariance analysis. International journal of environmental research and public health, 18(4), 1643. https://doi.org/10.3390/ijerph18041643

  22. [22] Subrahmanyam, K., & Šmahel, D. (2011). Digital youth: The role of media in development. New York: Springer. https://link.springer.com/book/10.1007/978-1-4419-6278-2

  23. [23] Gentile, D. A., Anderson, C. A., Yukawa, S., Ihori, N., Saleem, M., Ming, L. K., ... & Sakamoto, A. (2009). The effects of prosocial video games on prosocial behaviors: International evidence from correlational, longitudinal, and experimental studies. Personality and social psychology bulletin, 35(6), 752-763. https://doi.org/10.1177/0146167209333045

  24. [24] Adachi, P. J., & Willoughby, T. (2011). The effect of video game competition and violence on aggressive behavior: Which characteristic has the greatest influence? Psychology of violence, 1(4), 259. https://doi.org/10.1037/a0024908

  25. [25] Salonius‑Pasternak, D., & Gelfond, H. S. (2020). Aggressive outcomes of competitive digital gaming: Moderators and mediators. Cyberpsychology, behavior, and social networking, 24(7), 475–481. https://doi.org/10.1037/a0024908

Published

2026-03-14

How to Cite

Yousefi, E. ., Shojaee, B., & Keshtpoor, E. (2026). Analyzing the Relationship between Emotional Intelligence and Conceptual Learning of Tenth-Grade Male Students through Virtual Mathematics Games Based on the APOS Theory. Journal of Intelligent Decision and Computational Modelling, 1(3), 218-229. https://doi.org/10.48314/jidcm.v1i3.78

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