Abstract
Gamification has been reported to increase learning motivation and produce positive learning behaviors or outcomes. As gamification research continues to mature, more studies are investigating factors that may contribute to the varying effectiveness of gamification, as well as factors that may moderate its effects. This study investigated whether academic achievement levels moderated the effects of gamified learning among 118 students enrolled in a private higher education institution in Malaysia. Previous studies have shown that high, medium and low achievers do not respond equally to gamification. To explore this further, the current study evaluated gamification’s effect on motivational dimensions such as the sense of competence, intrinsic motivation, valuation and engagement on different levels of achievers. The findings showed that academic achievement levels moderated gamification’s effect on valuation. Nevertheless, there was no significant moderation effect on competence, intrinsic motivation and engagement. The findings also revealed that gamification produced more significant effect on low-level achievers compared to high level achievers.









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Abu-Hamour, B., & Al-Hmouz, H. (2013). A study of gifted high, moderate, and low achievers in their personal characteristics and attitudes towards school and teachers. International Journal of Special Education, 28(3), 5–15.
Aiken, L. S., & West, S. G. (1991). Multiple regression: testing and interpreting interactions. Thousand Oaks, California: Sage. https://doi.org/10.1074/jbc.271.11.6509.
Albuquerque, J., Bittencourt, I. I., Coelho, J. A., & Silva, A. P. (2017). Does gender stereotype threat in gamified educational environments cause anxiety? An experimental study. Computers & Education, 115, 161–170.
Burguillo, J. C. (2010). Using game theory and competition-based learning to stimulate student motivation and performance. Computers and Education, 55(2), 566–575. https://doi.org/10.1016/j.compedu.2010.02.018.
Codish, D., & Ravid, G. (2014). Personality based gamification: How different personalities percive gamification. In Proceedings of the European Conference on Information Systems (ECIS) 2014, June 9–11, 2014. Tel Aviv, Israel: AIS.
Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2014). Applied multiple regression/correlation analysis for the behavioral sciences. Psychology Press.
Davis, M. H., & McPartland, J. M. (2012). High school reform and student engagement. In S. Christenson, A. L. Reschly, & C. Wylie (Eds.), Handbook of Research on Student Engagement (pp. 515–540). New York: Springer. https://doi.org/10.1007/978-1-4614-2018-7.
Davis, K., & Singh, S. (2015). Digital badges in afterschool learning: documenting the perspectives and experiences of students and educators. Computers and Education, 88, 72–83. https://doi.org/10.1016/j.compedu.2015.04.011.
Denny, P., McDonald, F., Empson, R., Kelly, P., & Petersen, A. (2018). Empirical support for a causal relationship between gamification and learning outcomes. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18), 21–26 April, 2018 (pp. 1–13). Montreal, Canada: ACM. https://doi.org/10.1145/3173574.3173885
Deterding, S., Dixon, D., Khaled, R., & Nacke, L. (2011). From game design elements to gamefulness: Defining gamification. In Proceedings of the 15th International Academic MindTrek Conference on Envisioning Future Media Environments - MindTrek ’11, 28–30 Sept, 2011 (pp. 9–11). Tampere, Finland: ACM. https://doi.org/10.1145/2181037.2181040
Ding, L., Er, E., & Orey, M. (2018). An exploratory study of student engagement in gamified online discussions. Computers and Education, 120, 213–226. https://doi.org/10.1016/j.compedu.2018.02.007.
Duda, J. L., Chi, L., Newton, M. C. L., Walling, M. D., & Catley, D. (1995). Task and ego orientation in intrinsic motivation in sport. International Journal of Sport Psychology, 26(1), 40–63.
Eccles, J., & Wigfield, A. (1992). The development of achievement-task values: a theoretical analysis. Developmental Review, 12(3), 265–310.
Field, A. (2013). In M. Carmichael (Ed.), Discovering Statistics using IBM SPSS Statistics (4th ed.). Sage Publications Ltd.
Goh, D. H., Pe-than, E. P. P., & Lee, C. S. (2017). Perceptions of virtual reward systems in crowdsourcing games. Computers in Human Behavior, 70, 365–374. https://doi.org/10.1016/j.chb.2017.01.006.
Hardy, M. (1993). Regression with Dummy Variables. No. 93. Sage. https://doi.org/10.2307/1269395
Harlen, W., Crick, R. D., Gough, D., & Bakker, S. (2010). Testing, motivation and learning. Readings for Learning to Teach in the Secondary School: A Companion to M Level Study. Retrieved from http://eppi.ioe.ac.uk/
Hayes, A. F. (2017). Introduction to mediation, moderation and conditional process analysis: a regression-based approach. Guilford Publications. https://doi.org/10.1017/CBO9781107415324.004.
Hofacker, C. F., De Ruyter, K., Lurie, N. H., Manchanda, P., & Donaldson, J. (2016). Gamification and mobile marketing effectiveness. Journal of Interactive Marketing, 34, 25–36. https://doi.org/10.1016/j.intmar.2016.03.001.
Hwang, J., & Choi, L. (2020). Having fun while receiving rewards?: exploration of gamification in loyalty programs for consumer loyalty. Journal of Business Research, 106, 365–376.
Jia, Y., Xu, B., Karanam, Y., & Voida, S. (2016, May). Personality-targeted gamification: a survey study on personality traits and motivational affordances. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (pp. 2001–2013).
Kam, A. H. T., & Umar, I. N. (2018). Fostering authentic learning motivations through gamification: A Self Determination Theory (SDT) approach. Journal of Engineering Science and Technology, (Special issue 11), 1–9.
Kam, A. H. T., & Umar, I. N. (2021). Fostering Autonomous Motivation: A Deeper Evaluation of Gamified Learning. Manuscript submitted for publication.
Kanthan, R., & Senger, J. L. (2011). The impact of specially designed digital games-based learning in undergraduate pathology and medical education. Archives of Pathology and Laboratory Medicine, 135(1), 135–142.
Lavoué, E., Monterrat, B., Desmarais, M., George, S., Lavoué, E., Monterrat, B., & George, S. (2018). Adaptive gamification for learning environments. IEEE Transactions on Learning Technologies, 12(1), 16–28.
Lopez, C. E., & Tucker, C. S. (2019). The effects of player type on performance: a gamification case study. Computers in Human Behavior, 91, 333–345.
Luo, Z. (2022). Gamification for educational purposes: what are the factors contributing to varied effectiveness? Education and Information Technologies, 27(1), 891–915. https://doi.org/10.1007/s10639-021-10642-9.
Major, B., Testa, M., & Blysma, W. H. (1991). Responses to upward and downward social comparisons: the impact of esteem-relevance and perceived control. In J. Suls, & T. A. Wills (Eds.), Social comparison: contemporary theory and research (pp. 237–260). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
McAuley, E., Duncan, T., & Tammen, V. V. (1989). Psychometric properties of the intrinsic motivation inventory in a competitive sport setting: a confirmatory factor analysis. Research Quarterly for Exercise and Sport, 60(1), 48–58. https://doi.org/10.1080/02701367.1989.10607413.
McCoach, D. B., & Siegle, D. (2001). A comparison of high achievers’ and low achievers’ attitudes, perceptions, and motivations. Academic Exchange, 2, 71–76.
McCrae, R. R., & John, O. P. (1992). An introduction to the five-factor model and its applications. Journal of Personality, 60(2), 175–215.
Mcdaniel, R., & Fanfarelli, J. (2016). Building better digital badges: pairing completion logic with psychological factors. Simulation & Gaming, 47(1), 73–102. https://doi.org/10.1177/1046878115627138.
Mekler, E. D., Brühlmann, F., Tuch, A. N., & Opwis, K. (2017). Towards understanding the effects of individual gamification elements on intrinsic motivation and performance. Computers in Human Behavior, 71, 525–534. https://doi.org/10.1016/j.chb.2015.08.048.
Nebel, S., Schneider, S., Beege, M., & Rey, G. D. (2017). Leaderboards within educational videogames: the impact of difficulty, effort and gameplay. Computers and Education, 113, 28–41. https://doi.org/10.1016/j.compedu.2017.05.011.
Orji, R., Tondello, G. F., & Nacke, L. E. (2018). Personalizing persuasive strategies in gameful systems to gamification user types. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 21–26 April, 2018 (pp. 435–449). Montreal, Canada: ACM.
Pedro, L. Z., & Vassileva, J. (2015). Does Gamification Work for Boys and Girls ? An Exploratory Study with a Virtual Learning Environment Does Gamification Work for Boys and Girls ? An Exploratory Study with a Virtual Learning Environment, (APRIL),0–5. https://doi.org/10.13140/RG.2.1.4783.5686
Pintrich, P. R., & de Groot, E. V. (1990). Motivational and self-regulated learning components of classroom academic performance. Journal of Educational Psychology, 82(1), 33–40. https://doi.org/10.1037/0022-0663.82.1.33.
Plass, J. L., Homer, B. D., & Kinzer, C. K. (2015). Foundations of game-based learning. Educational Psychologist, 50(4), 258–283. https://doi.org/10.1080/00461520.2015.1122533.
Preckel, F., & Brunner, M. (2015). Academic self-concept, achievement goals, and achievement: is their relation the same for academic achievers and underachievers? Gifted and Talented International, 30(1–2), 68–84. https://doi.org/10.1080/15332276.2015.1137458.
Putz, L. M., Hofbauer, F., & Treiblmaier, H. (2020). Can gamification help to improve education? Findings from a longitudinal study. Computers in Human Behavior, 110, 106392.
Richardson, M., Abraham, C., & Bond, R. (2012). Psychological correlates of university students’ academic performance: a systematic review and meta-analysis. Psychological bulletin, 138(2), 353.Ryan, R. M, & Deci, E. L. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25, 54–67. https://doi.org/10.1006/ceps.1999.1020
Ryan, R. M. (1982). Control and information in the intrapersonal sphere: an extension of cognitive evaluation theory. Journal of Personality and Social Psychology, 43, 450–461.
Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: classic definitions and new directions. Contemporary Educational Psychology, 25, 54–67. https://doi.org/10.1006/ceps.1999.1020.
Sailer, M., Ulrich, J., Katharina, S., & Mandl, H. (2017). How gamification motivates: an experimental study of the effects of specific game design elements on psychological need satisfaction. Computers in Human Behavior, 69, 371–380. https://doi.org/10.1016/j.chb.2016.12.033.
Sanchez, D. R., Langer, M., & Kaur, R. (2020). Gamification in the classroom: examining the impact of gamified quizzes on student learning. Computers & Education, 144, 103666.
Schiefele, U. (1991). Interest, learning, and motivation. Educational Psychologist, 26(3–4), 299–323. https://doi.org/10.1080/00461520.1991.9653136.
Silpasuwanchai, C., Ma, X., Shigemasu, H., & Ren, X. (2016). Developing a comprehensive engagement framework of gamification for reflective learning. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS ’16), 4–8 June (pp. 459–472). Brisbane, Australia: ACM. https://doi.org/10.1145/2901790.2901836
Star, K. (2015). Gamification, interdependence, and the moderating effect of personality on performance. Coventry University.
Subhash, S., & Cudney, E. A. (2018). Gamified learning in higher education: a systematic review of the literature. Computers in Human Behavior, 87, 192–206. https://doi.org/10.1016/j.chb.2018.05.028.
Tu, C. H., Yen, C. J., Sujo-Montes, L., & Roberts, G. A. (2015). Gaming personality and game dynamics in online discussion instructions. Educational Media International, 52(3), 155–172. https://doi.org/10.1080/09523987.2015.1075099.
VanZile-Tamsen, C., & Livingston, J. A. (1999). The differential impact of motivation on the self-regulated strategy use of high-and low-achieving college students. Journal of College Student Development, 40, 54–60.
Vicente, E., Verdugo, M. A., Gómez-Vela, M., Fernández-Pulido, R., Wehmeyer, M. L., & Guillén, V. M. (2019). Personal characteristics and school contextual variables associated with student self-determination in spanish context. Journal of Intellectual & Developmental Disability, 44(1), 23–34.
Wang, J. H., Chen, S. Y., & Chan, T. W. (2016). An investigation of a joyful peer response system: high ability vs. low ability. International Journal of Human-Computer Interaction, 32(6), 431–444. https://doi.org/10.1080/10447318.2016.1159800.
Wang, H., & Sun, C. T. (2011). Game reward systems: Gaming experiences and social meanings. In Proceedings of the 2011 DiGRA International Conference: Think Design Play, 14–17 Sept, 2011 (pp. 1–15). Hilversum, Netherlands. Retrieved from http://gamelearninglab.nctu.edu.tw/ctsun/10.11.221.4931.pdf
Wilson, D., Calongne, C., Henderson, S. B., & Henderson, B. (2015). Gamification challenges and a case study in online learning. Internet Learning, 4(2), 84–102.
Zusho, A., Pintrich, P. R., & Coppola, B. (2003). Skill and will: the role of motivation and cognition in the learning of college chemistry. International Journal of Science Education, 25(9), 1081–1094. https://doi.org/10.1080/0950069032000052207.
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Kam, A., Umar, I. Would gamification affect high and low achievers differently? A study on the moderating effects of academic achievement level. Educ Inf Technol 28, 8075–8095 (2023). https://doi.org/10.1007/s10639-022-11519-1
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DOI: https://doi.org/10.1007/s10639-022-11519-1