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Students’ Actual Use of E-Learning in Higher Education During the COVID-19 Pandemic

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  • Masouda A. Gurban
  • Abeer S. Almogren

Abstract

The purpose of this study was to look at factors that might influence whether or not academics will use e-learning during the Corona Virus Disease 2019 (COVID-19) pandemic. The goal of this paper is to look into the effect of perceived interaction, educational materials, playfulness, perceived enjoyment, self-efficacy, perceived usefulness, and perceived ease of use on students’ attitudes toward and intentions to use e-learning in Saudi Arabia higher education during the COVID-19 pandemic, as well as the indirect impact of student satisfaction with their actual use of e-learning. The research model was evaluated using structural equation modeling (SEM) and route analysis, which were based on e-learning user data collected through a survey. Student happiness and desire to use e-learning both had a beneficial impact on actual use, according to the statistics. During the COVID-19 epidemic, perceived interaction and self-efficacy were shown to be the most important factors influencing perceived usefulness and ease of use, which affected students’ intentions and satisfaction with e-learning. The study’s participants were e-learning users from a government university in Saudi Arabia. Previous studies on e-learning in developing nations have seldom taken a holistic approach. This paper also aims to include a literature review of recent published studies in the field of e-learning usage during the COVID-19 outbreak.

Suggested Citation

  • Masouda A. Gurban & Abeer S. Almogren, 2022. "Students’ Actual Use of E-Learning in Higher Education During the COVID-19 Pandemic," SAGE Open, , vol. 12(2), pages 21582440221, May.
  • Handle: RePEc:sae:sagope:v:12:y:2022:i:2:p:21582440221091250
    DOI: 10.1177/21582440221091250
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    1. Radhika Santhanam & Sharath Sasidharan & Jane Webster, 2008. "Using Self-Regulatory Learning to Enhance E-Learning-Based Information Technology Training," Information Systems Research, INFORMS, vol. 19(1), pages 26-47, March.
    2. Viswanath Venkatesh, 2000. "Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model," Information Systems Research, INFORMS, vol. 11(4), pages 342-365, December.
    3. Abu Elnasr E. Sobaih & Ahmed M. Hasanein & Ahmed E. Abu Elnasr, 2020. "Responses to COVID-19 in Higher Education: Social Media Usage for Sustaining Formal Academic Communication in Developing Countries," Sustainability, MDPI, vol. 12(16), pages 1-18, August.
    4. 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.
    5. Marios Koufaris, 2002. "Applying the Technology Acceptance Model and Flow Theory to Online Consumer Behavior," Information Systems Research, INFORMS, vol. 13(2), pages 205-223, June.
    6. P.A. Ratna & Saloni Mehra, 2015. "Exploring the acceptance for e-learning using technology acceptance model among university students in India," International Journal of Process Management and Benchmarking, Inderscience Enterprises Ltd, vol. 5(2), pages 194-210.
    7. Selen Balkaya & Ulas Akkucuk, 2021. "Adoption and Use of Learning Management Systems in Education: The Role of Playfulness and Self-Management," Sustainability, MDPI, vol. 13(3), pages 1-27, January.
    8. Shaofeng Wang & Ahmed Tlili & Lixin Zhu & Junfeng Yang, 2021. "Do Playfulness and University Support Facilitate the Adoption of Online Education in a Crisis? COVID-19 as a Case Study Based on the Technology Acceptance Model," Sustainability, MDPI, vol. 13(16), pages 1-16, August.
    9. Sanchez-Franco, Manuel J., 2009. "The Moderating Effects of Involvement on the Relationships Between Satisfaction, Trust and Commitment in e-Banking," Journal of Interactive Marketing, Elsevier, vol. 23(3), pages 247-258.
    10. Assunta Di Vaio & Flavio Boccia & Loris Landriani & Rosa Palladino, 2020. "Artificial Intelligence in the Agri-Food System: Rethinking Sustainable Business Models in the COVID-19 Scenario," Sustainability, MDPI, vol. 12(12), pages 1-12, June.
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    Cited by:

    1. Waleed Mugahed Al-Rahmi & Ahmad Samed Al-Adwan & Qusay Al-Maatouk & Mohd Shahizan Othman & Anas Ratib Alsaud & Abeer S. Almogren & Ali Mugahed Al-Rahmi, 2023. "Integrating Communication and Task–Technology Fit Theories: The Adoption of Digital Media in Learning," Sustainability, MDPI, vol. 15(10), pages 1-17, May.
    2. Nisar Ahmed Dahri & Waleed Mugahed Al-Rahmi & Abeer S. Almogren & Noraffandy Yahaya & Muhammad Saleem Vighio & Qusay Al-Maatuok, 2023. "Mobile-Based Training and Certification Framework for Teachers’ Professional Development," Sustainability, MDPI, vol. 15(7), pages 1-22, March.
    3. Abdelrahman Abdalla Salih & Lamis Ismail Omar, 2023. "Reflective Glimpses of Culture in EFL Online Classes during COVID-19 Pandemic in Oman," Sustainability, MDPI, vol. 15(13), pages 1-18, June.
    4. Nisar Ahmed Dahri & Waleed Mugahed Al-Rahmi & Abeer S. Almogren & Noraffandy Yahaya & Muhammad Saleem Vighio & Qusay Al-maatuok & Ali Mugahed Al-Rahmi & Ahmad Samed Al-Adwan, 2023. "Acceptance of Mobile Learning Technology by Teachers: Influencing Mobile Self-Efficacy and 21st-Century Skills-Based Training," Sustainability, MDPI, vol. 15(11), pages 1-22, May.
    5. Mohd Shafie Rosli & Nor Shela Saleh & Azlah Md. Ali & Suaibah Abu Bakar & Lokman Mohd Tahir, 2022. "A Systematic Review of the Technology Acceptance Model for the Sustainability of Higher Education during the COVID-19 Pandemic and Identified Research Gaps," Sustainability, MDPI, vol. 14(18), pages 1-25, September.

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    Keywords

    e-learning; COVID-19; TAM;
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