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E-Learning Acceptance: The Role of Task–Technology Fit as Sustainability in Higher Education

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  • Ibrahim Youssef Alyoussef

    (Faculty of Education, Education Technology Department, King Faisal University, Al Ahsa 31982, Saudi Arabia)

Abstract

The aim of this study was to fill the gap in the literature on e-learning acceptance and its role in the sustainability of learning and the role of task-technology fit (TTF), which influences student satisfaction and academic performance. While researchers have examined e-learning acceptance in a variety of contexts, the role of TTF as a mediating variable in measuring education sustainability has not been explored using the technology acceptance model (TAM). As a result, the goal of this study was to develop a new paradigm by combining two theories: TFF and the TAM. In total, 432 students and researchers from public universities participated in this study. We surveyed students using the structural equation modelling (SEM) approach to learn about their expectations with regard to e-learning adoption. According to the findings, perceived ease of use has a positive impact on perceived enjoyment and usefulness, which in turn has a positive impact on task–technology fit and e-learning use in higher education, resulting in a positive impact on student satisfaction and academic performance as well as sustainability. Finally, the role of task-technology fit and e-learning usage in education sustainability had a positive effect on student satisfaction and learning performance. As a result, the use of e-learning in learning processes should be encouraged as a long-term strategy in higher education institutions.

Suggested Citation

  • Ibrahim Youssef Alyoussef, 2021. "E-Learning Acceptance: The Role of Task–Technology Fit as Sustainability in Higher Education," Sustainability, MDPI, vol. 13(11), pages 1-15, June.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6450-:d:569779
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    References listed on IDEAS

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    1. Nazir Ullah & Waleed Mugahed Al-Rahmi & Ahmed Ibrahim Alzahrani & Osama Alfarraj & Fahad Mohammed Alblehai, 2021. "Blockchain Technology Adoption in Smart Learning Environments," Sustainability, MDPI, vol. 13(4), pages 1-17, February.
    2. Mohammad Mahtab Alam & Naim Ahmad & Quadri Noorulhasan Naveed & Ayyub Patel & Mohammed Abohashrh & Mohammed Abdul Khaleel, 2021. "E-Learning Services to Achieve Sustainable Learning and Academic Performance: An Empirical Study," Sustainability, MDPI, vol. 13(5), pages 1-20, March.
    3. Quadri Noorulhasan Naveed & Mohammad Mahtab Alam & Nasser Tairan, 2020. "Structural Equation Modeling for Mobile Learning Acceptance by University Students: An Empirical Study," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
    4. Tracey Mcdowall & Beverley Jackling, 2006. "The Impact of Computer-Assisted Learning on Academic Grades: An Assessment of Students' Perceptions," Accounting Education, Taylor & Francis Journals, vol. 15(4), pages 377-389.
    5. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    6. Mahdi M. Alamri & Mohammed Amin Almaiah & Waleed Mugahed Al-Rahmi, 2020. "Social Media Applications Affecting Students’ Academic Performance: A Model Developed for Sustainability in Higher Education," Sustainability, MDPI, vol. 12(16), pages 1-14, August.
    7. Tong Zhang & Zaffar A. Shaikh & Alexei V. Yumashev & Monika Chłąd, 2020. "Applied Model of E-Learning in the Framework of Education for Sustainable Development," Sustainability, MDPI, vol. 12(16), pages 1-15, August.
    8. Waleed Mugahed Al-Rahmi & Ahmed Ibrahim Alzahrani & Noraffandy Yahaya & Nasser Alalwan & Yusri Bin Kamin, 2020. "Digital Communication: Information and Communication Technology (ICT) Usage for Education Sustainability," Sustainability, MDPI, vol. 12(12), pages 1-18, June.
    9. Nazir Ullah & Waleed S. Alnumay & Waleed Mugahed Al-Rahmi & Ahmed Ibrahim Alzahrani & Hosam Al-Samarraie, 2020. "Modeling Cost Saving and Innovativeness for Blockchain Technology Adoption by Energy Management," Energies, MDPI, vol. 13(18), pages 1-22, September.
    10. Dale L. Goodhue, 1995. "Understanding User Evaluations of Information Systems," Management Science, INFORMS, vol. 41(12), pages 1827-1844, December.
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