Enhancing University Students' Digital Behavior: Exploring Individual Learning and Team Leadership Intervening
AbstractIndividual learning in students is considered only partially optimal in supporting current digital competencies. To fulfill digital behavioral competencies, team leadership interventions are required through various learning activities undertaken by students. This study aims to analyze the influence of individual learning on students' development of digital behavior mediated by team leadership. Quantitative research methods with AMOS Structure Equation Model (SEM) analysis were carried out with the following stages: validity and reliability testing; SEM model suitability testing to determine the Goodness of Fit model by looking at the Chi-Square, Probability, RMSEA, GFI, AGFI, CMIN/DF, TLI, CFI, and NFI values; research hypothesis testing. The research sample consisted of 301 respondents who were taken randomly from students of Surabaya State University who were implementing the emancipated learning program. This study showed that individual learning affected students' digital behavior. Meanwhile, the mediating role of team leadership on the influence of individual learning on digital behavior consists of dimensions: opportunity to develop (not mediating), transparency (mediating), and creativity (not mediating). The implication of this research shows that the dimensions of transparency that shape students' digital behavior are openness in the learning process, transparent access to information, honest assessment, and open team communication.
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Abbu, H., Mugge, P., Gudergan, G., Hoeborn, G., & Kwiatkowski, A. (2022). Measuring the Human Dimensions of Digital Leadership for Successful Digital Transformation: Digital leaders can use the authors’ Digital Leadership Scale to assess their own readiness and ability to accelerate digital transformation. Research Technology Management, 65(3), 39–49. https://doi.org/10.1080/08956308.2022.2048588
Al-Adwan, A. S., Albelbisi, N. A., Hujran, O., Al-Rahmi, W. M., & Alkhalifah, A. (2021). Developing A Holistic Success Model for Sustainable E-Learning: A Structural Equation Modeling Approach. Sustainability (Switzerland), 13(16), 9453. https://doi.org/10.3390/su13169453
Ananda Ismail, I., Pernadi, N., & Febriyanti, A. (2022). How to Grab and Determine the Size of The Sample For Research. International Journal of Academic and Applied Research, 6(9), 88–92. www.ijeais.org/ijaar
Arizmendi, C. J., A. T., Greene, J. A., & Gates, K. M. (2023). Predicting Student Outcomes Using Digital Logs of Learning Behaviors: Review, Current Standards, and Suggestions for Future Work. Behavior Research Methods, 55(6), 3026–3054. https://doi.org/10.3758/s13428-022-01939-9
Chen, S. Y., & Wang, J. H. (2021). Individual Differences and Personalized Learning: A Review and Appraisal. Universal Access in the Information Society, 20(4), 833–849. https://doi.org/10.1007/s10209-020-00753-4
Criollo-C, S., & Luján-Mora, S. (2021). Mobile Learning Technologies for Education: Benefits and Pending Issues. Applied Sciences (Switzerland), 11(9), 4111. https://doi.org/10.3390/app11094111
Dalgıç, A., Yaşar, E., & Demir, M. (2024). ChatGPT and Learning Outcomes in Tourism Education: The Role of Digital Literacy and Individualized Learning. Journal of Hospitality, Leisure, Sport and Tourism Education, 34, 100481. https://doi.org/10.1016/j.jhlste.2024.100481
Dietrich, J., Greiner, F., Weber-Liel, D., Berweger, B., Kämpfe, N., & Kracke, B. (2021). Does an Individualized Learning Design Improve University Student Online Learning? A Randomized Field Experiment. Computers in Human Behavior, 122, 106819. https://doi.org/10.1016/j.chb.2021.106819
Erhan, T., Uzunbacak, H. H., & Aydin, E. (2022). From Conventional to Digital Leadership: Exploring Digitalization of Leadership and Innovative Work Behavior. Management Research Review, 45(11), 1524–1543. https://doi.org/10.1108/MRR-05-2021-0338
Flake, J. K., Davidson, I. J., Wong, O., & Pek, J. (2022). Construct Validity and the Validity of Replication Studies: A Systematic Review. American Psychologist, 77(4), 576–588. https://doi.org/10.1037/amp0001006
Gallagher, S. E. (2023). Challenge-Based Learning in Higher Education: An Exploratory Literature Review. Teaching in Higher Education, 28(6), 1135–1157. https://doi.org/10.1080/13562517.2020.1863354
Ghani, A. S. A., Rahim, A. F. A., Yusoff, M. S. B., & Hadie, S. N. H. (2021). Effective Learning Behavior in Problem-Based Learning: a Scoping Review. Medical Science Educator, 31(3), 1199–1211. https://doi.org/10.1007/s40670-021-01292-0
Gichuhi, J. M. (2021). Shared Leadership and Organizational Resilience: A Systematic Literature Review. International Journal of Organizational Leadership, 10(1), 67–88. https://doi.org/10.33844/ijol.2021.60536
Jiménez, E. M., Andrade, J. M., & Ramírez, J. C. (2023). The Role of Motivation in Work Teams. In TEM Journal (Vol. 12, Issue 4, pp. 2217–2224). Routledge. https://doi.org/10.18421/TEM124-32
Koeslag-Kreunen, & Gijselaers, W. H. (2021). Vertical or shared? When leadership supports team learning for educational change. Higher Education, 82(1), 19–37. https://doi.org/10.1007/s10734-020-00620-4
Lin, C. P., Jhang, C., & Wang, Y. M. (2022). Learning Value-Based Leadership in Teams: The Moderation of Emotional Regulation. Review of Managerial Science, 16(5), 1387–1408. https://doi.org/10.1007/s11846-021-00483-8
Liu, F., Xu, Y., Yang, T., Li, Z., Dong, Y., Chen, L., & Sun, X. (2022). The Mediating Roles of Time Management and Learning Strategic Approach in The Relationship between Smartphone Addiction and Academic Procrastination. Psychology Research and Behavior Management, 2639-2648.
Marsh, H. W., Guo, J., Dicke, T., Parker, P. D., & Craven, R. G. (2020). Confirmatory Factor Analysis (CFA), Exploratory Structural Equation Modeling (ESEM), and Set-ESEM: Optimal Balance Between Goodness of Fit and Parsimony. Multivariate Behavioral Research, 55(1), 102–119. https://doi.org/10.1080/00273171.2019.1602503
Megheirkouni, M., & Mejheirkouni, A. (2020). Leadership Development Trends and Challenges in The Twenty-First Century: Rethinking The Priorities. Journal of Management Development, 39(1), 97–124. https://doi.org/10.1108/JMD-04-2019-0114
Mertler, C. A., Vannatta, R. A., & LaVenia, K. N. (2021). Advanced and Multivariate Statistical Methods: Practical Application and Interpretation, Seventh Edition. In Advanced and Multivariate Statistical Methods: Practical Application and Interpretation, Seventh Edition. Routledge. https://doi.org/10.4324/9781003047223
Michaelsen, L. K., Knight, A. B., & Fink, L. D. (2023). Team-Based Learning: A Transformative Use of Small Groups in College Teaching. In Team-Based Learning: a Transformative Use of Small Groups in College Teaching. Taylor & Francis. https://doi.org/10.4324/9781003447535
Nikou, S., & Kanafi, M. (2022). Workplace Literacy Skills—How Information and Digital Literacy Affect Adoption of Digital Technology. Journal of Documentation, 78(7), 371–391. https://doi.org/10.1108/JD-12-2021-0241
Pan, L., Haq, & Nadeem, M. (2024). The Impact of Digital Competence and Personal Innovativeness on the Learning Behavior of Students: Exploring the Moderating Role of Digitalization in Higher Education Quality. SAGE Open, 14(3). https://doi.org/10.1177/21582440241265919
Raeside, R., Jia, S. S., & Partridge, S. R. (2024). Are Digital Health Interventions That Target Lifestyle Risk Behaviors Effective for Improving Mental Health and Wellbeing in Adolescents? A Systematic Review with Meta-analyses. Adolescent Research Review, 9(2), 193–226. https://doi.org/10.1007/s40894-023-00224-w
Rahmatullah, A. S., Mulyasa, E., Syahrani, S., Pongpalilu, F., & Putri, R. E. (2022). Digital Era 4.0: The Contribution to Education and Student Psychology. Linguistics and Culture Review, 6(S3), 89–107.
Rini, R., Mujiyati, Sukamto, I., & Hariri, H. (2022). The Effect of Self-Directed Learning on Students’ Digital Literacy Levels in Online Learning. International Journal of Instruction, 15(3), 329–344. https://doi.org/10.29333/iji.2022.15318a
Tavares, R., Vieira, R. M., & Pedro, L. (2021). Mobile App for Science Education: Designing the Learning Approach. Education Sciences, 11(2), 1–23. https://doi.org/10.3390/educsci11020079
Thornhill-Miller, B., & Lubart, T. (2023). Creativity, Critical Thinking, Communication, and Collaboration: Assessment, Certification, and Promotion of 21st Century Skills for the Future of Work and Education. Journal of Intelligence, 11(3), 54. https://doi.org/10.3390/jintelligence11030054
Trihantoyo, & Aldhi, I. F. (2023). Experiential Learning and Collaborative Leadership: Moderating Effect of Learning Climate in Emancipated Learning Program. Malaysian Online Journal of Educational Management, 11(4), 49–62.
Wies, B., Landers, C., & Ienca, M. (2021). Digital Mental Health for Young People: A Scoping Review of Ethical Promises and Challenges. Frontiers in Digital Health, 3, 697072. https://doi.org/10.3389/fdgth.2021.697072
Wolters, C. A., & Brady, A. C. (2021). College Students’ Time Management: A Self-Regulated Learning Perspective. Educational Psychology Review, 33(4), 1319–1351.
Yaşlioğlu, M., & Toplu Yaşlioğlu, D. (2020). How and When to Use Which Fit Indices? A Practical and Critical Review of the Methodology. Istanbul Management Journal, 88, 1–20. https://doi.org/10.26650/imj.2020.88.0001
Zhao, Y., Sánchez Gómez, M. C., Pinto Llorente, A. M., & Zhao, L. (2021). Digital Competence in Higher Education: Students’ Perception and Personal Factors. Sustainability (Switzerland), 13(21), 12184. https://doi.org/10.3390/su132112184
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