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Article

Acceptance and Use of Technology on Digital Learning Resource Utilization and Digital Literacy Among Chinese Engineering Students: A Longitudinal Study Based on the UTAUT2 Model

1
School of Education, Tianjin University, Tianjin 300350, China
2
School of Public Administration, University of Electronic Science and Technology of China, Chengdu 611731, China
*
Author to whom correspondence should be addressed.
Behav. Sci. 2025, 15(6), 728; https://doi.org/10.3390/bs15060728 (registering DOI)
Submission received: 22 February 2025 / Revised: 11 May 2025 / Accepted: 19 May 2025 / Published: 24 May 2025

Abstract

With the rapid development of digital technology, the use of digital learning resources has become increasingly widespread and is now an integral part of higher education. However, there is a lack of research on engineering students’ behavioral intention to use digital resources and their digital literacy. This study, which is based on two waves of longitudinal survey data from 422 Chinese engineering students, employs the unified theory of acceptance and use of technology 2 (UTAUT2) model to systematically analyze the factors influencing engineering students’ behavioral intention to use digital learning resources and explore the longitudinal relationship between this intention and digital literacy. The results show that engineering students’ behavioral intention to use digital learning resources positively predicts their digital literacy. Effort expectancy, social influence, facilitating conditions, hedonic motivation, and habit are positively related to engineering students’ behavioral intention, whereas performance expectancy and price value do not have significant effects. The findings extend the application of the UTAUT2 model in the context of digital education and reveal a longitudinal link between the use of digital learning resources and digital literacy. This provides theoretical support and practical guidance for optimizing digital learning environments, enhancing digital literacy in engineering students, and improving the design of teaching resources in higher education, contributing to the development of engineering education in China in the digital age.
Keywords: engineering students; digital literacy; digital learning resources; behavioral intention; UTAUT2 engineering students; digital literacy; digital learning resources; behavioral intention; UTAUT2

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MDPI and ACS Style

Liu, X.; Wang, J.; Luo, Y. Acceptance and Use of Technology on Digital Learning Resource Utilization and Digital Literacy Among Chinese Engineering Students: A Longitudinal Study Based on the UTAUT2 Model. Behav. Sci. 2025, 15, 728. https://doi.org/10.3390/bs15060728

AMA Style

Liu X, Wang J, Luo Y. Acceptance and Use of Technology on Digital Learning Resource Utilization and Digital Literacy Among Chinese Engineering Students: A Longitudinal Study Based on the UTAUT2 Model. Behavioral Sciences. 2025; 15(6):728. https://doi.org/10.3390/bs15060728

Chicago/Turabian Style

Liu, Xinqiao, Jingxuan Wang, and Yunfeng Luo. 2025. "Acceptance and Use of Technology on Digital Learning Resource Utilization and Digital Literacy Among Chinese Engineering Students: A Longitudinal Study Based on the UTAUT2 Model" Behavioral Sciences 15, no. 6: 728. https://doi.org/10.3390/bs15060728

APA Style

Liu, X., Wang, J., & Luo, Y. (2025). Acceptance and Use of Technology on Digital Learning Resource Utilization and Digital Literacy Among Chinese Engineering Students: A Longitudinal Study Based on the UTAUT2 Model. Behavioral Sciences, 15(6), 728. https://doi.org/10.3390/bs15060728

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