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Optimizing the Systematic Characteristics of Online Learning Systems to Enhance the Continuance Intention of Chinese College Students

Author

Listed:
  • Mengfan Li

    (School of Economics and Management, Communication University of China, Beijing 100024, China)

  • Ting Wang

    (School of Economics and Management, Communication University of China, Beijing 100024, China)

  • Wei Lu

    (School of Economics and Management, Communication University of China, Beijing 100024, China)

  • Mengke Wang

    (School of Economics and Management, Communication University of China, Beijing 100024, China)

Abstract

Different from systems that directly provide online shared courses such as MOOC, online learning systems such as Tencent Classroom simulate a real classroom environment for students and teachers to realize online face-to-face teaching, utilized during the COVID-19 pandemic. Nevertheless, due to the limitation of physical distance, the intelligent design of online learning systems is necessary to provide students with a good learning experience. This study notes that an unexpected optimization effect is the impact of system characteristics on the flow experience of online learning systems, which has not been studied, but plays a vital role in the effectiveness of online learning systems. In the study, a questionnaire was created and multi-stage sampling was used to investigate 623 college students. Based on the DeLone and McLean model of IS success and flow theory, a model for optimizing system characteristics and flow experience was constructed and its effectiveness was tested. The results reveal that system characteristics have a positive impact on continuance intention and flow experience. Additionally, flow experience and learning effect have a positive impact on continuance intention. Furthermore, flow experience has a positive impact on the learning effect. This study emphasizes the flow experience of online learning systems and reveals the optimization direction of online virtual face-to-face classrooms to provide references for the Ministry of Education, schools, and enterprises providing education systems.

Suggested Citation

  • Mengfan Li & Ting Wang & Wei Lu & Mengke Wang, 2022. "Optimizing the Systematic Characteristics of Online Learning Systems to Enhance the Continuance Intention of Chinese College Students," Sustainability, MDPI, vol. 14(18), pages 1-17, September.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:18:p:11774-:d:919211
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    References listed on IDEAS

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    1. Hamood Mohd. Al-Hattami, 2021. "Validation of the D&M IS success model in the context of accounting information system of the banking sector in the least developed countries," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 32(1), pages 127-153, March.
    2. Shailendra Palvia & Prageet Aeron & Parul Gupta & Diptiranjan Mahapatra & Ratri Parida & Rebecca Rosner & Sumita Sindhi, 2018. "Online Education: Worldwide Status, Challenges, Trends, and Implications," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 21(4), pages 233-241, October.
    3. Heetae Yang & Hwansoo Lee, 2018. "Exploring user acceptance of streaming media devices: an extended perspective of flow theory," Information Systems and e-Business Management, Springer, vol. 16(1), pages 1-27, February.
    4. Mohammad Kamel Daradkeh, 2021. "Exploring the Usefulness of User-Generated Content for Business Intelligence in Innovation: Empirical Evidence From an Online Open Innovation Community," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 17(2), pages 44-70, April.
    5. Qin Yang & Young-Chan Lee, 2021. "The Critical Factors of Student Performance in MOOCs for Sustainable Education: A Case of Chinese Universities," Sustainability, MDPI, vol. 13(14), pages 1-22, July.
    6. Maqableh, Mahmoud & Alia, Mohammad, 2021. "Evaluation online learning of undergraduate students under lockdown amidst COVID-19 Pandemic: The online learning experience and students’ satisfaction," Children and Youth Services Review, Elsevier, vol. 128(C).
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    Cited by:

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    2. Wen Tang & Xiangyang Zhang & Youyi Tian, 2023. "Investigating Lifelong Learners’ Continuing Learning Intention Moderated by Affective Support in Online Learning," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
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    4. Xuemei He & Ning Song, 2023. "Emotional Value in Online Education: A Framework for Service Touchpoint Assessment," Sustainability, MDPI, vol. 15(6), pages 1-16, March.

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