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Adoption of AI chat bot like Chat GPT in higher education in India: a sem analysis approach

Author

Listed:
  • Roy, Sumitra

    (ISMS Group of Institutions)

  • Gupta, Vishnu

    (Mahatma Gandhi Kashi Vidyapith)

  • Ray, Samrat

    (International Institute of Management Studies (IIMS))

Abstract

Applications of artificial intelligence have grown to be one of the most important and well-known targets for nations in the modern era, particularly in the education sector. This is because these technologies have the potential to boost productivity and help the sector develop quickly by presenting scientific information to students in an appealing manner. To explore the link between latent variables, structural equation modeling is done using the partial least square technique structural equation model (PLS-SEM) with the help of Smart PLS. The intent of this investigation is to offer empirical support and explain the variables that may influence the adoption of artificial intelligence in higher education. The finding suggests that the hedonic, gamification, and motivational factors, as well as the convenience and efficiency factors, all have a significant impact on the adoption of artificial intelligence in India, like Chat GPT.

Suggested Citation

  • Roy, Sumitra & Gupta, Vishnu & Ray, Samrat, 2023. "Adoption of AI chat bot like Chat GPT in higher education in India: a sem analysis approach," Economic environment, Russian Presidential Academy of National Economy and Public Administration, issue 4, pages 130-149.
  • Handle: RePEc:rnp:ecoenv:ee2312
    DOI: 10.36683/2306-1758/2023-4-46/130-149
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    References listed on IDEAS

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    1. Banik, Shanta & Gao, Yongqiang, 2023. "Exploring the hedonic factors affecting customer experiences in phygital retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    2. David Mhlanga, 2021. "Artificial Intelligence in the Industry 4.0, and Its Impact on Poverty, Innovation, Infrastructure Development, and the Sustainable Development Goals: Lessons from Emerging Economies?," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
    3. Heather L. O'Brien & Elaine G. Toms, 2008. "What is user engagement? A conceptual framework for defining user engagement with technology," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 59(6), pages 938-955, April.
    4. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
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