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E-learning Acceptance in Face-to-Face Universities due to COVID-19

Author

Listed:
  • Rosa Estriegana
  • Jose-Amelio Medina-Merodio
  • Rafael Robina-Ramírez
  • Roberto Barchino
  • Carmen De-Pablos-Heredero

Abstract

The COVID-19 pandemic has led to unprecedented shifts in higher education worldwide. These sudden educational changes have the potential to accelerate the acceptance of online learning, or, conversely, to increase its rejection. The purpose of this experimental study is to examine students’ acceptance of and intentions toward the continued use of online learning, which was abruptly introduced by face-to-face universities due to the COVID-19 pandemic. To this end, responses to an online questionnaire from students at three face-to-face universities ( N  = 194) were analyzed using structural equation modeling. The study was based on the technology acceptance model (TAM), we also included other relevant factors, such as emotional aspects, feelings of uncertainty, security of the e-learning system, and satisfaction with educational technology. The results indicate that the uncertainty associated with COVID-19, emotional factors, and security did not significantly affect the students’ intention to use e-learning systems; however, these factors had a significant impact on students’ perception of satisfaction, which is a decisive factor that positively influences the process of adoption of e-learning systems. This study discusses noteworthy theoretical and practical implications for education that will help teachers and universities in decision making regarding the digital transformation process.

Suggested Citation

  • Rosa Estriegana & Jose-Amelio Medina-Merodio & Rafael Robina-Ramírez & Roberto Barchino & Carmen De-Pablos-Heredero, 2023. "E-learning Acceptance in Face-to-Face Universities due to COVID-19," SAGE Open, , vol. 13(4), pages 21582440231, December.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:4:p:21582440231214873
    DOI: 10.1177/21582440231214873
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    References listed on IDEAS

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    1. Al-Okaily, Manaf & Lutfi, Abdalwali & Alsaad, Abdallah & Taamneh, Abdallah & Alsyouf, Adi, 2020. "The Determinants of Digital Payment Systems’ Acceptance under Cultural Orientation Differences: The Case of Uncertainty Avoidance," Technology in Society, Elsevier, vol. 63(C).
    2. Long Pham & Stan Williamson & Ronald Berry, 2018. "Student Perceptions of E-Learning Service Quality, E-Satisfaction, and E-Loyalty," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 14(3), pages 19-40, July.
    3. John Hulland, 1999. "Use of partial least squares (PLS) in strategic management research: a review of four recent studies," Strategic Management Journal, Wiley Blackwell, vol. 20(2), pages 195-204, February.
    4. 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.
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