Formulation of Self-Regulated Learning Strategies Framework for Digital Learning for Lifelong Learning
Abstract
Digital technology have changed the way university students approach learning because it has become a necessity and an integral part of their lives. University students are accustomed to using their digital devices for almost anything such as communication, collaboration, accessing information for solutions, etc. While digital technologies bring about incredible transformation in the education sector, they also present their own challenges such as media multitasking, digital distraction and mind wandering. Current studies shows that students have difficulties with online learning because they lack in self-regulated skills. Self-regulated learning strategies help students regulate their learning in the aspect of personal functioning and academic behavioral performance. A lack in self-regulation weakens student engagement, leads to low performance and increases dropout rates. Research also shows that students are not taught how to self-regulate. Hence, there is a need provide university students with necessary self-regulated learning strategies (SRLS) to engage and effectively navigate their learning process in an online learning environment. Little is known about the use of SRLS that are essential to assist university students’ online learning. This paper presents a formulation of self-regulated learning strategies framework that can be used for online learning in higher education. This framework can be a guideline for educators and students to master their learning process independently in an online learning environment
References
Balapumi, R. , Von Konsky, B. R., Mcmeekin, D. A. and Aitken, A. (2015). Factors Influencing University Students ’ Self- Regulation of Learning : An Exploratory Study, 1–9.
Boelens, R. , De Wever, B. and Voet M.(2017). Four key challenges to the design of blended learning: A systematic literature review, Educational Research and Review, 22, 1–18.
Broadbent, J. and Poon, W. L. L. (2015). Self-regulated learning strategies & academic achievement in online higher education learning environments: A systematic review, Internet Higher Education, 27, 1–13.
Broadbent J. and Poon W. (2017). Can self-regulated learning strategies improve academic achievement in online higher education learning environments?, Advances in Integrative Medicine, 4(1), 36–37.
Bowyer, J. (2017). Evaluating blended learning: Bringing the elements together, Research Matters, no. 23, pp. 17–26, 2017.
Deschacht N. and Goeman, K. (2015). The effect of blended learning on course persistence and performance of adult learners: A difference-in-differences analysis, Computers in Education.
Goradia T. and Bugarcic, A.(2017). A Social Cognitive View of Self-Regulated Learning within online environment, Advances in Integrative Medicine.
Greene, B. A. (2015). Measuring Cognitive Engagement With Self-Report Scales: Reflections From Over 20 Years of Research, Journal of Educational Psychology, 50 (1), 14–30.
Greene, J. A. , Copeland, D. Z. , Deekens, V. M. and Yu, S. B. (2017). Beyond knowledge: Examining digital literacy’s role in the acquisition of understanding in science, Computers in Education, 117, 141–159.
Hafizah H., Norhana, A., Badariah, B. and Noorfazila, K. (2016). Self-regulated learning in UKM, Pertanika Journal of Social Science and Humanities.
Hj Ramli, N. , Alavi, M., Mehrinezhad, S., and Ahmadi, A. (2018). Academic Stress and Self-Regulation among University Students in Malaysia: Mediator Role of Mindfulness. Behavioral Science, 8(1), 12.
Hu M. and Li, H.(2017). Student Engagement in Online Learning: A Review, International Symposium on Educational Technology, 39–43.
Kitchenham, B. and Charters, S. (2007). Guidelines for performing Systematic Literature reviews in Software Engineering Version 2.3, Engineering.
Kizilcec, R. F., Pérez-Sanagustín, M. and Maldonado, J. J. (2017). Self-regulated learning strategies predict learner behavior and goal attainment in Massive Open Online Courses, Computers in Education, 104, 18–33.
Lai C. L. and Hwang, G. J. (2016). A self-regulated flipped classroom approach to improving students’ learning performance in a mathematics course, Computers in Education.
Lilian, A. (2021). Self-Regulated Learning Strategies for Smart Learning: A Case of a Malaysian University. Asian Journal of Research in Education and Social Science, 3(1), 72–83.
Lilian, A., Ah-Choo, K., & Soon-Hin, H. (2021). Investigating self-regulated learning strategies for digital learning relevancy. Malaysian Journal of Learning and Instruction, 18(1), 29-64. DOI: https://doi.org/10.32890/mjli2021.18.1.2
Nota, L., Soresi, S. and Zimmerman, B. J. (2004). Self-regulation and academic achievement and resilience: A longitudinal study, International Journal of Educational Research., 41(3), 198–215.
Phillips,B.N, Turnbull, B. J., and He, F. X. (2015). Assessing readiness for self-directed learning within a non-traditional nursing cohort, Nurse Educ. Today.
Report,I.(2018). The Future of Jobs Report 2018 Insight Report Centre for the New Economy and Society.
Wandler J. and John Imbriale, W. (2017). Promoting College Student Self-Regulation in Online Learning Environments, Online Learning, 21.
Yang, M. , Kim, J. and Korea, S. (2014). Correlation between Digital Literacy and Self- Regulated Learning Skills of Learners in University E-Learning Environment Research results, 71, 80–83.
Yang, J. C., Quadir, B., Chen, N. S. and Miao, Q. (2016). Effects of online presence on learning performance in a blog-based online course, The Internet and Higher Education, 30, 11–20.
Yot-Domínguez, C. and Marcelo, C. (2017). University students’ self-regulated learning using digital technologies, International Journal of Educational Technology in Higher Education, 14 (1).
Zhu, Y. , Au, W. and Yates, G. (2016). University students’ self-control and self-regulated learning in a blended course, The Internet and Higher Education, 30, 54–62.
Zimmerman B. J. and Pons, M. M.(1986). Development of a Structured Interview for Assessing Student Use of Self-Regulated Learning Strategies, American Educational Research Journal, 23(4), 614–628.