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ORIGINAL RESEARCH article

Front. Psychol.

Sec. Health Psychology

This article is part of the Research TopicWell-being and Cognitive Science in Higher Education: Measures and InterventionView all 16 articles

Perceived Ease of Use, Perceived Enjoyment, and Continuance Intention as Predictors of Medical Students' Well-being in Hybrid Learning: An Extended TAM Approach

Provisionally accepted
QIUMEI  WANGQIUMEI WANG1Hui  ZhanHui Zhan2Yu  LiangYu Liang1Lin  AiLin Ai1*Peilong  LiPeilong Li1*
  • 1Youjiang Medical University for Nationalities, Baise, China
  • 2Patton College of Education, Ohio University, Athens, United States

The final, formatted version of the article will be published soon.

Introduction: While hybrid learning has transformed educational environments by enhancing student engagement and learning outcomes, challenges related to medical students' well-being have emerged, especially with the application of the TAM. Methods: To explore how technology-related factors, such as perceived ease of use, perceived enjoyment, and continuance intention, impact medical students' well-being, a set of questionnaires was distributed to 337 randomly chosen undergraduate students from three medical universities in Guangxi, China. Results: PLS-SEM results indicated that the ease of use and perceived enjoyment of hybrid learning systems had a significant, direct, and positive impact on students' well-being. Their impact was also mediated by students' intentions to continue utilizing the system in the learning process. Discussion: Both perceived ease of use and enjoyment significantly influenced students' continuance intention, which in turn positively affected their well-being. Perceived ease of use significantly affects student well-being much more than enjoyment, emphasizing the importance of user-friendly interfaces over purely enjoyable features in hybrid learning platforms for medical students. By positioning well-being as a central outcome, this study extends the explanatory power of the TAM beyond acceptance and satisfaction, offering theoretical insights and practical guidance for designing hybrid learning systems that support both academic achievement and psychological health.

Keywords: Hybrid learning, Students' well-being, Perceived ease of use, Perceived enjoyment, Medical Education

Received: 13 Sep 2025; Accepted: 01 Dec 2025.

Copyright: © 2025 WANG, Zhan, Liang, Ai and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Lin Ai
Peilong Li

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