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The Dark Side of Mobile Learning via Social Media: How Bad Can It Get?

Author

Listed:
  • Xiu-Kin Loh

    (Universiti Tunku Abdul Rahman)

  • Voon-Hsien Lee

    (Universiti Tunku Abdul Rahman)

  • Xiu-Ming Loh

    (Universiti Tunku Abdul Rahman)

  • Garry Wei-Han Tan

    (UCSI Graduate Business School, UCSI University
    Nanchang Institute of Technology)

  • Keng-Boon Ooi

    (UCSI Graduate Business School, UCSI University
    Chang Jung Christian University)

  • Yogesh K. Dwivedi

    (Swansea University Bay Campus
    Symbiosis Institute of Business Management, Pune & Symbiosis International (Deemed University))

Abstract

As the COVID-19 pandemic continues to spread at an unprecedented rate, many universities around the world halted physical forms of teaching and learning to stop the spread of the virus. As a result, many university students were forced to utilize online learning through channels such as mobile social media. Due to the novelty of this situation, there are many unknowns particularly with the negative influences of mobile learning via social media on university students. Thus, this study looks to examine this subject matter from the perspective of the stimulus–organism–response theory. The uniquely developed research model included four stimuli (i.e., social overload, information overload, life invasion, and privacy invasion), two organisms (i.e., technostress and exhaustion) as well as a response in terms of reduced intention to use mobile learning via social media. The responses were collected from 384 university students via an online survey and analyzed with the Partial-Least-Square-Structural-Equation-Modelling. It was found that the antecedents for both technostress and exhaustion were able to account for more than half of their respective variances. Furthermore, technostress and exhaustion were significant facilitators of the students’ reduced intention to use mobile learning via social media. In addition to the practical insights for stakeholders in the education industry, this study also posited several theoretical implications for researchers.

Suggested Citation

  • Xiu-Kin Loh & Voon-Hsien Lee & Xiu-Ming Loh & Garry Wei-Han Tan & Keng-Boon Ooi & Yogesh K. Dwivedi, 2022. "The Dark Side of Mobile Learning via Social Media: How Bad Can It Get?," Information Systems Frontiers, Springer, vol. 24(6), pages 1887-1904, December.
    • Handle: RePEc:spr:infosf:v:24:y:2022:i:6:d:10.1007_s10796-021-10202-z
    DOI: 10.1007/s10796-021-10202-z
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    References listed on IDEAS

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    1. T. S. Ragu-Nathan & Monideepa Tarafdar & Bhanu S. Ragu-Nathan & Qiang Tu, 2008. "The Consequences of Technostress for End Users in Organizations: Conceptual Development and Empirical Validation," Information Systems Research, INFORMS, vol. 19(4), pages 417-433, December.
    2. van Zoonen, Ward & Verhoeven, Joost W.M. & Vliegenthart, Rens, 2017. "Understanding the consequences of public social media use for work," European Management Journal, Elsevier, vol. 35(5), pages 595-605.
    3. Davison, Robert M., 2020. "The Transformative Potential of Disruptions: A Viewpoint," International Journal of Information Management, Elsevier, vol. 55(C).
    4. Kawaljeet Kaur Kapoor & Kuttimani Tamilmani & Nripendra P. Rana & Pushp Patil & Yogesh K. Dwivedi & Sridhar Nerur, 2018. "Advances in Social Media Research: Past, Present and Future," Information Systems Frontiers, Springer, vol. 20(3), pages 531-558, June.
    5. Kamboj, Shampy & Sarmah, Bijoylaxmi & Gupta, Shivam & Dwivedi, Yogesh, 2018. "Examining branding co-creation in brand communities on social media: Applying the paradigm of Stimulus-Organism-Response," International Journal of Information Management, Elsevier, vol. 39(C), pages 169-185.
    6. Krishnamurthy, Sandeep, 2020. "The future of business education: A commentary in the shadow of the Covid-19 pandemic," Journal of Business Research, Elsevier, vol. 117(C), pages 1-5.
    7. Verma, Surabhi & Gustafsson, Anders, 2020. "Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach," Journal of Business Research, Elsevier, vol. 118(C), pages 253-261.
    8. Jasmine A. L. Yeap & T. Ramayah & Pedro Soto-Acosta, 2016. "Factors propelling the adoption of m-learning among students in higher education," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(4), pages 323-338, November.
    9. Al-Azawei, Ahmed & Alowayr, Ali, 2020. "Predicting the intention to use and hedonic motivation for mobile learning: A comparative study in two Middle Eastern countries," Technology in Society, Elsevier, vol. 62(C).
    10. Sanghyun Kim & Hyunsun Park & Moon Jong Choi, 2019. "Negative Impact of Social Network Services Based on Stressor-Stress-Outcome: The Role of Experience of Privacy Violations," Future Internet, MDPI, vol. 11(6), pages 1-20, June.
    11. Dwivedi, Yogesh K. & Hughes, D. Laurie & Coombs, Crispin & Constantiou, Ioanna & Duan, Yanqing & Edwards, John S. & Gupta, Babita & Lal, Banita & Misra, Santosh & Prashant, Prakhar & Raman, Ramakrishn, 2020. "Impact of COVID-19 pandemic on information management research and practice: Transforming education, work and life," International Journal of Information Management, Elsevier, vol. 55(C).
    12. Lew, Susan & Tan, Garry Wei-Han & Loh, Xiu-Ming & Hew, Jun-Jie & Ooi, Keng-Boon, 2020. "The disruptive mobile wallet in the hospitality industry: An extended mobile technology acceptance model," Technology in Society, Elsevier, vol. 63(C).
    13. Xiongfei Cao & Ali Nawaz Khan & Ahsan Ali & Naseer Abbas Khan, 2020. "Consequences of Cyberbullying and Social Overload while Using SNSs: A Study of Users’ Discontinuous Usage Behavior in SNSs," Information Systems Frontiers, Springer, vol. 22(6), pages 1343-1356, December.
    14. Dwivedi, Yogesh K. & Ismagilova, Elvira & Hughes, D. Laurie & Carlson, Jamie & Filieri, Raffaele & Jacobson, Jenna & Jain, Varsha & Karjaluoto, Heikki & Kefi, Hajer & Krishen, Anjala S. & Kumar, Vikra, 2021. "Setting the future of digital and social media marketing research: Perspectives and research propositions," International Journal of Information Management, Elsevier, vol. 59(C).
    15. Thompson S. H. Teo & Sojung Lucia Kim & Li Jiang, 2020. "E-Learning Implementation in South Korea: Integrating Effectiveness and Legitimacy Perspectives," Information Systems Frontiers, Springer, vol. 22(2), pages 511-528, April.
    16. Jyoti Choudrie & Shruti Patil & Ketan Kotecha & Nikhil Matta & Ilias Pappas, 2021. "Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study," Information Systems Frontiers, Springer, vol. 23(6), pages 1431-1465, December.
    17. Iivari, Netta & Sharma, Sumita & Ventä-Olkkonen, Leena, 2020. "Digital transformation of everyday life – How COVID-19 pandemic transformed the basic education of the young generation and why information management research should care?," International Journal of Information Management, Elsevier, vol. 55(C).
    18. Miroslava Raspopovic & Aleksandar Jankulovic, 2017. "Performance measurement of e-learning using student satisfaction analysis," Information Systems Frontiers, Springer, vol. 19(4), pages 869-880, August.
    19. Higueras-Castillo, Elena & Liébana-Cabanillas, Francisco José & Muñoz-Leiva, Francisco & García-Maroto, Inmaculada, 2019. "Evaluating consumer attitudes toward electromobility and the moderating effect of perceived consumer effectiveness," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 387-398.
    20. Yan, Li-Ya & Tan, Garry Wei-Han & Loh, Xiu-Ming & Hew, Jun-Jie & Ooi, Keng-Boon, 2021. "QR code and mobile payment: The disruptive forces in retail," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    21. Barnes, Stuart J., 2020. "Information management research and practice in the post-COVID-19 world," International Journal of Information Management, Elsevier, vol. 55(C).
    22. Thara Ravindran & Alton Chua Yeow Kuan & Dion Goh Hoe Lian, 2014. "Antecedents and effects of social network fatigue," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(11), pages 2306-2320, November.
    23. Guo, Yuanyuan & Lu, Zhenzhen & Kuang, Haibo & Wang, Chaoyou, 2020. "Information avoidance behavior on social network sites: Information irrelevance, overload, and the moderating role of time pressure," International Journal of Information Management, Elsevier, vol. 52(C).
    24. Babajide Osatuyi & Ofir Turel, 2020. "Conceptualisation and validation of system use reduction as a self-regulatory IS use behaviour," European Journal of Information Systems, Taylor & Francis Journals, vol. 29(1), pages 44-64, January.
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