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Adoption and Use of Learning Management Systems in Education: The Role of Playfulness and Self-Management

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  • Selen Balkaya

    (Department of Business Administration, Faculty of Economics, Administrative and Social Sciences, Mef University, 34396 Istanbul, Turkey)

  • Ulas Akkucuk

    (Department of Management, Faculty of Economics and Administrative Sciences, Bogazici University, 34342 Istanbul, Turkey)

Abstract

This article investigates the factors affecting primary and secondary education teachers’ behavioral intention to adopt learning management systems (LMSs). Information technology (IT) innovations have the power to change the way we work, educate, learn, and basically the way we live. The effect of IT innovations on education makes it critical to understand the current usage situation of LMSs and the factors affecting their adoption by teachers. The unified theory of acceptance and use of technology (UTAUT) was extended with factors from education and game-based learning literature. In order to see the effect of individual- and organizational-level characteristics, multi-group structural equation modeling (SEM) analysis was conducted and discrepancies in relationships were reported. Evaluation of users and non-users and teachers of different fields were also compared to each other. The findings of this study not only contribute to theory through the development and testing of a thorough model relating technology features and individual characteristics to behavioral intention to use, but also offer strong implications for practitioners who would like to increase LMS usage and create a more effective learning environment.

Suggested Citation

  • Selen Balkaya & Ulas Akkucuk, 2021. "Adoption and Use of Learning Management Systems in Education: The Role of Playfulness and Self-Management," Sustainability, MDPI, vol. 13(3), pages 1-27, January.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1127-:d:484934
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    References listed on IDEAS

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    1. Viswanath Venkatesh & Xiaojun Zhang, 2010. "Unified Theory of Acceptance and Use of Technology: U.S. Vs. China," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 13(1), pages 5-27, January.
    2. Teo, Thompson S. H. & Lim, Vivien K. G. & Lai, Raye Y. C., 1999. "Intrinsic and extrinsic motivation in Internet usage," Omega, Elsevier, vol. 27(1), pages 25-37, February.
    3. Gopalakrishnan, S. & Damanpour, F., 1997. "A review of innovation research in economics, sociology and technology management," Omega, Elsevier, vol. 25(1), pages 15-28, 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.
    5. Mahmut Unsal Sasmaz & Emre Sakar & Yunus Emre Yayla & Ulas Akkucuk, 2020. "The Relationship between Renewable Energy and Human Development in OECD Countries: A Panel Data Analysis," Sustainability, MDPI, vol. 12(18), pages 1-16, September.
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    Cited by:

    1. Nisar Ahmed Dahri & Waleed Mugahed Al-Rahmi & Abeer S. Almogren & Noraffandy Yahaya & Muhammad Saleem Vighio & Qusay Al-maatuok & Ali Mugahed Al-Rahmi & Ahmad Samed Al-Adwan, 2023. "Acceptance of Mobile Learning Technology by Teachers: Influencing Mobile Self-Efficacy and 21st-Century Skills-Based Training," Sustainability, MDPI, vol. 15(11), pages 1-22, May.
    2. Arif, Zaib & Ali, Maryam & Mughal, Rahat & Shahid, Waqas & Ubedullah, Ubedullah, 2022. "Factors Affecting Post Acceptance of E-Learning Platform in times of COVID-19: An Evidence from an Emerging Economy," MPRA Paper 112330, University Library of Munich, Germany.
    3. Rana Saeed Al-Maroof & Khadija Alhumaid & Iman Akour & Said Salloum, 2021. "Factors That Affect E-Learning Platforms after the Spread of COVID-19: Post Acceptance Study," Data, MDPI, vol. 6(5), pages 1-20, May.
    4. Shaofeng Wang & Ahmed Tlili & Lixin Zhu & Junfeng Yang, 2021. "Do Playfulness and University Support Facilitate the Adoption of Online Education in a Crisis? COVID-19 as a Case Study Based on the Technology Acceptance Model," Sustainability, MDPI, vol. 13(16), pages 1-16, August.
    5. Masouda A. Gurban & Abeer S. Almogren, 2022. "Students’ Actual Use of E-Learning in Higher Education During the COVID-19 Pandemic," SAGE Open, , vol. 12(2), pages 21582440221, May.
    6. Sema Nur Batırlık & Yasin Galip Gencer & Ulas Akkucuk, 2022. "Global Virtual Team Leadership Scale (GVTLS) Development in Multinational Companies," Sustainability, MDPI, vol. 14(2), pages 1-20, January.
    7. Nisar Ahmed Dahri & Muhammad Saleem Vighio & Jairam Das Bather & Aijaz Ahmed Arain, 2021. "Factors Influencing the Acceptance of Mobile Collaborative Learning for the Continuous Professional Development of Teachers," Sustainability, MDPI, vol. 13(23), pages 1-23, November.
    8. Abdalwali Lutfi, 2022. "Factors Influencing the Continuance Intention to Use Accounting Information System in Jordanian SMEs from the Perspectives of UTAUT: Top Management Support and Self-Efficacy as Predictor Factors," Economies, MDPI, vol. 10(4), pages 1-17, March.
    9. Tommy Tanu Wijaya & Yiming Cao & Robert Weinhandl & Eri Yusron & Zsolt Lavicza, 2022. "Applying the UTAUT Model to Understand Factors Affecting Micro-Lecture Usage by Mathematics Teachers in China," Mathematics, MDPI, vol. 10(7), pages 1-20, March.

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