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van der Graaf, Joep; Rakovic, Mladen; Fan, Yizhou; Lim, Lyn; Singh, Shaveen; Bannert, Maria; Gaševic, Dragan; Molenaar, Inge – Metacognition and Learning, 2023
Self-regulation is an essential skill for lifelong learning. Research has shown that self-regulated learning (SRL) leads to greater academic achievement and sustainable education, but students often struggle with SRL. Scaffolds are widely reported as an effective and efficient support method for SRL. To further improve digital scaffolds'…
Descriptors: Independent Study, Self Management, Scaffolding (Teaching Technique), Individualized Programs
van der Graaf, Joep; Lim, Lyn; Fan, Yizhou; Kilgour, Jonathan; Moore, Johanna; Gaševic, Dragan; Bannert, Maria; Molenaar, Inge – Metacognition and Learning, 2022
Self-regulated learning (SRL) has been linked to improved learning and corresponding learning outcomes. However, there is a need for more precise insights into how SRL during learning contributes to specific learning outcomes. We operationalised four learning outcomes that varied on two dimensions: structure/connectedness and level/deepness of…
Descriptors: College Students, Self Control, Learning Processes, Independent Study
Fan, Yizhou; Matcha, Wannisa; Uzir, Nora'ayu Ahmad; Wang, Qiong; Gaševic, Dragan – International Journal of Artificial Intelligence in Education, 2021
The importance of learning design in education is widely acknowledged in the literature. Should learners make effective use of opportunities provided in a learning design, especially in online environments, previous studies have shown that they need to have strong skills for self-regulated learning (SRL). The literature, which reports the use of…
Descriptors: Learning Analytics, Instructional Design, Independent Study, Multivariate Analysis