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Determinants of College Students’ Online Fragmented Learning Effect: An Analysis of Teaching Courses on Scientific Research Software on the Bilibili Platform

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  • Zhigang Li

    (College of Management Science, Chengdu University of Technology, Chengdu 610059, China)

  • Yalin Yang

    (College of Management Science, Chengdu University of Technology, Chengdu 610059, China)

Abstract

In the era of mobile Internet, online fragmented learning has become one of the mainstream ways for college students to study independently. Analyzing the online fragmented learning effect (OFLE) has essential reference value for guiding the online learning behavior of college students and optimizing the allocation of online learning platform resources. It also provides sustainable solutions for enhancing college students’ online independent learning effect. For this paper, we took college students who have studied teaching courses on scientific research software (TCSRS) on Bilibili as our research subjects, constructed a theoretical model of college students’ OFLE based on the theory of online learning and fragmented learning, verified the model through using questionnaire data, and analyzed the determinants of college students’ OFLE and its mechanisms. Our results indicate the following: (1) Most college students spend a dispersed amount of time learning TCSRS, showing the characteristics of “fragmentation”. (2) Learning motivation (LM), self-efficacy (SE), and fragmented time utilization (FTU) have a significant positive effect on college students’ OFLE. (3) Knowledge fragmentation (KF) affects college students’ OFLE, but it is not significant. These dimensions provide a theoretical reference for quantitative research on the impact of college students’ OFLE. Finally, also in this paper, improvement countermeasures are proposed from the perspective of improving college students’ OFLE and ability.

Suggested Citation

  • Zhigang Li & Yalin Yang, 2023. "Determinants of College Students’ Online Fragmented Learning Effect: An Analysis of Teaching Courses on Scientific Research Software on the Bilibili Platform," Sustainability, MDPI, vol. 15(22), pages 1-16, November.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:22:p:16023-:d:1281750
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    References listed on IDEAS

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    1. Huanhuan Li & Bingyu Duan & Yifang Wang & Huijuan Di & Hongxuan Ge, 2022. "Study on the Influencing Factors of Online Learning and Its Operation Mechanism among Chinese College Students during the COVID-19 Pandemic—An Empirical Analysis Based on a Mixed Method," IJERPH, MDPI, vol. 19(22), pages 1-14, November.
    2. Jiying Han & Xiaohui Geng & Qinxiang Wang, 2021. "Sustainable Development of University EFL Learners’ Engagement, Satisfaction, and Self-Efficacy in Online Learning Environments: Chinese Experiences," Sustainability, MDPI, vol. 13(21), pages 1-14, October.
    3. Ralf Hansmann, 2010. "“Sustainability Learning”: An Introduction to the Concept and Its Motivational Aspects," Sustainability, MDPI, vol. 2(9), pages 1-25, September.
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