Factors Influencing Students' Intention to Use E-learning Systems: A Systematic Literature Review

Authors

  • Raghad Alsubaie Faculty of Artificial Intelligence, Universiti Teknologi Malaysia
  • Sya Azmeela Shariff Faculty of Artificial Intelligence, Universiti Teknologi Malaysia
  • Syuhaida Ismail Faculty of Artificial Intelligence, Universiti Teknologi Malaysia
  • Maslin Masrom Faculty of Artificial Intelligence, Universiti Teknologi Malaysia

DOI:

https://doi.org/10.14738/assrj.1204.18627

Keywords:

E-learning adoption, Perceived Usefulness, Perceived Ease of Use

Abstract

Throughout the years, electronic learning (e-learning) systems have been transforming higher education nationwide and worldwide, particularly in educational institutions. In this context, there is a need for a systematic synthesis of a variety of technological, psychological, and socio-cultural aspects that determine the students’ intention to embrace e-learning. This study conducts a systematic literature review (SLR) using the Technology Acceptance Model (TAM) and its extensions, focusing on key factors such as self-efficacy, subject norms, enjoyment, experience, content quality, and computer anxiety. Additionally, it provides an argument that accessibility is a crucial but relatively less-studied moderator factor influencing e-learning adoption. The findings indicate that while numerous studies address infrastructure-related challenges, there is limited context-specific evidence regarding their impact on e-learning acceptance. This study contributes to the TAM literature and offers practical insights for enhancing digital learning initiatives in educational institutions.

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Published

2025-04-24

How to Cite

Alsubaie, R., Shariff, S. A., Ismail, S., & Masrom, M. (2025). Factors Influencing Students’ Intention to Use E-learning Systems: A Systematic Literature Review. Advances in Social Sciences Research Journal, 12(04), 175–189. https://doi.org/10.14738/assrj.1204.18627