A Conceptual Framework of a Mediation Model for Anthropomorphic 3D Avatar Prototypes with Anonymity to Assess TVET Students’ Engagement
DOI:
https://doi.org/10.21834/e-bpj.v10iSI36.7561Keywords:
Mediation Model, Anthropomorphic 3D avatar, Nominal Anonymity, Undergraduate TVET Students' EngagementAbstract
This study develops a conceptual framework of a Mediation Model for anthropomorphic 3D avatar prototypes with manipulation on nominal anonymity to assess undergraduate TVET students’ engagement. This framework addresses six conditions of anthropomorphic avatars with two nominal anonymity manipulations. Seven propositions are developed for the mediation model: one examines the impact of the relationship between anthropomorphic 3D avatars and nominal anonymity on student engagement, while the other six examine the mediating effect of social presence, enjoyment and cognitive burden on the relationship. This study offers insight into mitigating the negative impact on student engagement by observing other variables.
References
Brachten, F., Brünker, F., Frick, N. R., Ross, B., & Stieglitz, S. (2020). On the ability of virtual agents to decrease cognitive load: an experimental study. Information Systems and e-Business Management, 18(2), 187-207.
bt Nasroddin, S. N., bin Norhan, M. N., & bin Abdullah, M. A. (2023). Kesediaan Pelajar Politeknik Mersing Mengikuti Pembelajaran dan Pengajaran Secara Dalam Talian Bagi Kursus Engineering Science. Engineering and Technology International Journal, 5(01), 12-19.
Chen, J. C., & Kent, S. (2020). Task engagement, learner motivation and avatar identities of struggling English language learners in the 3D virtual world. System, 88, 102168.
Cho, I. H., Yeo, J. H., Hwang, G. H., & Yang, H. H. (2022). Impact of a virtual environment on the learning effectiveness, motivation, cognitive load, and group self-efficacy of elementary school students in collaborative learning. Educational technology research and development, 70(6), 2145-2169.
Choi, S., Kang, S., Lee, K., Ju, H., & Song, J. (2024). The Effect of an Agent Tutor's Integration of Cognitive and Emotional Gestures on Cognitive Load, Motivation, and Achievement. Contemporary Educational Technology, 16(1).
Choi, Y., & Lee, H. (2022). Psychometric properties for multidimensional cognitive load scale in an e-learning environment. International Journal of Environmental Research and Public Health, 19(10), 5822.
De Medeiros, F. P. A., & Gomes, A. S. (2022). An approach based on social network analysis to enhance social presence in a collaborative learning environment. IEEE Transactions on Education, 65(4), 608-616.
Dubosc, C., Gorisse, G., Lefrou, T., Richir, S., & Christmann, O. (2025). Effect of avatar stylization and facial expression intensity in virtual interactions. Virtual Reality, 29(4), 163.
Gu, J., Zhan, Y., Zhao, L., & He, W. (2024). Teachers’ motivating styles and students’ agentic engagement in online learning. Distance Education, 45(4), 535-551.
Ismail, R. A., Darus, N. A., & Ahmad, S. (2025). Gamification In Food Technology Education: Enhancing Learning Outcomes for Student with Learning Disabilities (Special Certificate in Food Processing) at College Community Arau, Perlis Malaysia. In Prosiding Seminar Nasional Teknologi Komputer dan Sains (Vol. 3, No. 1, pp. 295-303).
Kim, M., Albers, N. D., & Knotts, T. L. (2023). Academic Success through Engagement and Trust Fostered by Professor Leadership Style. Education Sciences, 13(6), 537.
Lim, J., & Lee, M. (2024). The buffering effects of using avatars in synchronous video conference-based online learning on students’ concerns about interaction and negative emotions. Education and Information Technologies, 1-24.
Lively, J., & Hutson, J. (2025). Enhancing Digital Pedagogy and Creativity: Generative AI, Video Avatars, and Personalized Learning in Online Education. In Human-Computer Creativity: Generative AI in Education, Art, and Healthcare (pp. 99-113). Cham: Springer Nature Switzerland.
Mohsin, N., & Halili, S. H. (2025). Implementing Design-Based Research in Developing Mobile Flipped Learning Module at TVET Institution. In Multidisciplinary Educational Perspectives on Design-Based Research (pp. 429-470). IGI Global Scientific Publishing.
Park, S., Chu, Y., & Chung, J. H. (2025). Designing AI Agents for New Product Endorsement: Do Human-Like or Cartoon-Like AI-Generated Endorsers Evoke More Positive Ad Engagement from Consumers?. Journal of Advertising Research, 1-19.
Pröbster, M., Tomaske-Graff, R. D., Herget, D., Lucht, M., & Marsden, N. (2023). Am I like me? Avatar self-similarity and satisfaction in a professional training environment. In International Conference on Human-Computer Interaction (pp. 384-400). Cham: Springer Nature Switzerland.
Schöbel, S., Janson, A., & Mishra, A. (2019). A configurational view on avatar design–the role of emotional attachment, satisfaction, and cognitive load in digital learning. Fortieth International Conference on Information Systems, Munich.
Seymour, M., Riemer, K., & Kay, J. (2017). Interactive realistic digital avatars-revisiting the uncanny valley.
Tan, C. T., Atmosukarto, I., Tandianus, B., Shen, S., & Wong, S. (2025). Exploring the Impact of Avatar Representations in AI Chatbot Tutors on Learning Experiences. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (pp. 1-12).
Tsai, W. H. S., Liu, Y., & Chuan, C. H. (2021). How chatbots' social presence communication enhances consumer engagement: The mediating role of parasocial interaction and dialogue. Journal of Research in Interactive Marketing, 15(3), 460-482.
Wenzel, A., Geiger, J. M., & Liening, A. (2025). Beyond the screen: Investigating the added value of realism enabled by the metaverse in digital game-based entrepreneurial learning. Computers in Human Behavior Reports, 19.
Yang, Y., Zhang, J., & Gao, T. (2024). How do username and avatar affect people's engagement with native advertising on social media: From the self‐disclosure perspective. Psychology & Marketing, 41(6), 1289-1317.
Yuan, Q., & Gao, Q. (2024). Being there, and being together: Avatar appearance and peer interaction in VR classrooms for video-based learning. International Journal of Human–Computer Interaction, 40(13), 3313-3333.
Zell, E., Aliaga, C., Jarabo, A., Zibrek, K., Gutierrez, D., McDonnell, R., & Botsch, M. (2015). To stylize or not to stylize? The effect of shape and material stylization on the perception of computer-generated faces. ACM Transactions on Graphics (TOG), 34(6), 1-12.
Zhang, R., & Wu, Q. (2024). Impact of using virtual avatars in educational videos on user experience. Scientific Reports, 14(1), 6592.
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Copyright (c) 2025 Siti Nur Shuhada Abu Samah, Erni Marlina Saari, Ahmad Zamzuri Mohamad Ali

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