Gamification and learning analytics: An AI-based approach to boosting motivation and academic performance
DOI:
https://doi.org/10.37431/conectividad.v6i4.345Keywords:
Gamification, Learning analytics, Artificial intelligence, Student motivation, Academic performanceAbstract
In technology-based education environments, gamification and artificial intelligence (AI)-based learning analytics are emerging as complementary strategies for improving the educational experience. Gamification employs game elements to enhance motivation and engagement, while AI-powered learning analytics personalizes content and provides adaptive feedback. This article presents a quasi-experimental study in which an AI-powered gamified educational platform was implemented in a technology course, comparing the results of an experimental and a control group. Student motivation (using the Instructional Materials Motivation Survey - IMMS), academic performance, and active participation were assessed. The results show significant increases in motivation subscales with improvements of up to 36%, a 11% increase in grades, and increased participation (33%). Correlations between post-intervention variables showed positive associations, particularly between participation, and academic performance. These findings highlight the synergy between gamification and AI in creating more engaging and adaptive environments. The adoption of these strategies is recommended to enhance student engagement and success in technology careers
References
Dahri, N. A., Yahaya, N., Al Rahmi, W. M., & Almuqren, L. (2025). The effect of AI gamification on students’ engagement and academic achievement: SEM analysis perspectives. IEEE Access. Advance online publication. https://doi.org/10.1109/ACCESS.2025.3560567. DOI: https://doi.org/10.1109/ACCESS.2025.3560567
Gligorea, I., Cioca, M., Oancea, R., Gorski, A. T., Gorski, H., & Tudorache, P. (2023). Adaptive learning using artificial intelligence in e learning: A literature review. Education Sciences, 13(12), Article 1216. https://doi.org/10.3390/educsci13121216. DOI: https://doi.org/10.3390/educsci13121216
Iza, C. A., Crespo, M. V., Jaramillo, G. F., & Lucín, M. A. (2024). Aprendizaje adaptativo mediante inteligencia artificial en la enseñanza de las ciencias naturales. Reincisol, 3(6), 4443–4456. https://doi.org/10.59282/reincisol.v3i6.4443-4456. DOI: https://doi.org/10.59282/reincisol.V3(6)4443-4456
Jaramillo Mediavilla, L., Basantes Andrade, A., Cabezas González, M., & Casillas Martín, S. (2024). Impact of gamification on motivation and academic performance: A systematic review. Education Sciences, 14(6), Article 639. https://doi.org/10.3390/educsci14060639. DOI: https://doi.org/10.3390/educsci14060639
Joshi, N., & Joshi, M. (2024). Gamified AI driven assessments. Journal of Scientific and Engineering Research, 11(11), 108–114. https://doi.org/10.13140/RG.2.2.11415.69289. DOI: https://doi.org/10.22214/ijraset.2023.56393
Khaldi, A., Bouzidi, R., & Nader, F. (2023). Gamification of e learning in higher education: A systematic literature review. Smart Learning Environments, 10, Article 10. https://doi.org/10.1186/s40561-023-00227-z. DOI: https://doi.org/10.1186/s40561-023-00227-z
Moon, J., McNeill, L., Edmonds, C. T., Banihashem, S. K., & Noroozi, O. (2024). Using learning analytics to explore peer learning patterns in asynchronous gamified environments. International Journal of Educational Technology in Higher Education, 21(4), 1–36. https://doi.org/10.1186/s41239-024-00476-z. DOI: https://doi.org/10.1186/s41239-024-00476-z
Safdar, U., Shafi, S., & Junaid, M. (2025). The impact of AI driven gamification on student engagement and academic performance in English language teaching. Indus Journal of Social Sciences, 3(1), 646–656. https://doi.org/10.59075/ijss.v3i1.758. DOI: https://doi.org/10.59075/ijss.v3i1.758
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. DOI: https://doi.org/10.1016/j.chb.2018.05.028
Umaña, L., & Isabel, L. (2023). El análisis del aprendizaje aplicado como estrategia para mejorar la educación en los entornos virtuales. Revista Educación, 47(2), 1–25. https://doi.org/10.15517/revedu.v47i2.53945 DOI: https://doi.org/10.15517/revedu.v47i2.53945
Koti, V. M., Abhirami, J. S., Vinoth, M., Bordoloi, D., Nuka, S. T., & Mumjitha, M. (2025). AI driven gamification models for long term educational engagement. In Proceedings of the International Conference on Sustainability Innovation in Computing and Engineering (ICSICE 2024) (Advances in Computer Science Research). https://doi.org/10.2991/978-94-6463-718-2_8 DOI: https://doi.org/10.2991/978-94-6463-718-2_8
Metwally, A. H., Yousef, A. M., & Yining, W. (2020). Learning analytics and perceived experience of gamifying homework assignments. In Proceedings of the 12th International Conference on Computer Supported Education (CSEDU 2020) (pp. 673–683). Science and Technology Publications. https://doi.org/10.5220/0009818606730683 DOI: https://doi.org/10.5220/0009818606730683
Zheng, L., Tsai, T. H., Tomiuk, D., Lafortune, J. M., & Li, S. H. (2025). Exploring the impact of AI driven gamification on visitor engagement in museums: A critical review. In Proceedings of the IBIMA Conference on Artificial Intelligence and Machine Learning (pp. xx–xx). Springer. https://doi.org/10.1007/978-3-031-77493-5_7 DOI: https://doi.org/10.1007/978-3-031-77493-5_7
Lim, C. P., & Tinio, V. L. (2018). Analíticas de aprendizaje para el Sur Global. Fundación para la Formación en Tecnologías de la Información y el Desarrollo.
Edu Labs. (2024, April 11). Analítica de aprendizaje e inteligencia artificial en el e learning. Edu Labs. Retrieved May 13, 2025, from https://edu-labs.co/articulos/analitica-de-aprendizaje-e-inteligencia-artificial-en-el-elearning/
Gómez, E. M. (2023). Tecnología educativa: Transformando el proceso de enseñanza aprendizaje. Área e Learning. Retrieved May 21, 2025, from https://areaelearning.com/tecnologia-educativa-transformando-el-proceso-de-ensenanza-aprendizaje/
Jáuregui, M. G. (2025, June 6). The impact of AI powered gamification. Observatory of Educational Innovation. Retrieved June 16, 2025, from https://observatory.tec.mx/edu-news/the-impact-of-ia-powered-gamification/
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