International Journal of Data and Network Science (Jan 2023)

The entrepreneurial shift in education: The critical success factors of mobile learning in higher education institutions

  • Ashraf Alfandi,
  • Khaled Alshihabat,
  • Mohammad Alrfai ,
  • Ibrahim Siam,
  • Thabet Bani-Hani,
  • Mohammad Alibraheem,
  • Bader Al-qaied

DOI
https://doi.org/10.5267/j.ijdns.2023.6.012
Journal volume & issue
Vol. 7, no. 4
pp. 2001 – 2012

Abstract

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The objective of this investigation is to analyze the correlation among students' readiness for mobile learning, regulation of emotions, nomophobia, cyberloafing via smartphones, and addiction to smartphones while attending classes amidst the COVID-19 pandemic. Current research introduces a theoretical framework that outlines the factors influencing cyberloafing within the m-learning setting. The study involved a total of 719 participants. The structural equation modelling technique was utilized to evaluate a study's framework. The study's results suggest a significant association between the factors of m-learning readiness, emotion regulation, nomophobia, smartphone cyberloafing, and smartphone addiction among learners. The current study also introduces a conceptual framework for this entrepreneurial shift that outlines the factors influencing cyberloafing within the m-learning setting. The discourse pertains to the ramifications for both students and institutions of higher learning.