[HTML][HTML] A systematic review of the role of learning analytics in enhancing feedback practices in higher education

SK Banihashem, O Noroozi, S Van Ginkel… - Educational Research …, 2022 - Elsevier
Learning analytics (LA) offers new opportunities to enrich feedback practices in higher
education, but little is understood about the ways different LA can enhance feedback …

[HTML][HTML] Self-regulated learning partially mediates the effect of self-regulated learning interventions on achievement in higher education: A meta-analysis

RS Jansen, A Van Leeuwen, J Janssen, S Jak… - Educational Research …, 2019 - Elsevier
It is often assumed that interventions aimed at supporting students' self-regulated learning
(SRL) are effective for improving achievement because these interventions support SRL …

Learning analytics to unveil learning strategies in a flipped classroom

J Jovanović, D Gašević, S Dawson, A Pardo… - The Internet and Higher …, 2017 - Elsevier
Prior education studies have consistently emphasized the importance of sustained and
active student engagement to aid academic performance and achievement of learning …

Let's not forget: Learning analytics are about learning

D Gašević, S Dawson, G Siemens - TechTrends, 2015 - Springer
The analysis of data collected from the interaction of users with educational and information
technology has attracted much attention as a promising approach for advancing our …

Features students really expect from learning analytics

C Schumacher, D Ifenthaler - Computers in human behavior, 2018 - Elsevier
More and more learning in higher education settings is being facilitated through online
learning environments. Students' ability to self-regulate their learning is considered a key …

Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses

J Maldonado-Mahauad, M Pérez-Sanagustín… - Computers in Human …, 2018 - Elsevier
Big data in education offers unprecedented opportunities to support learners and advance
research in the learning sciences. Analysis of observed behaviour using computational …

[HTML][HTML] Temporally-focused analytics of self-regulated learning: A systematic review of literature

J Saint, Y Fan, D Gašević, A Pardo - Computers and education: Artificial …, 2022 - Elsevier
We present a systematic literature review of data-driven self-regulated learning (SRL) that
emphasises the methodological importance of temporality and sequence, as opposed to …

Identifying significant indicators using LMS data to predict course achievement in online learning

JW You - The Internet and Higher Education, 2016 - Elsevier
This study sought to identify significant behavioral indicators of learning using learning
management system (LMS) data regarding online course achievement. Because self …

Self-regulated learning strategies predict learner behavior and goal attainment in Massive Open Online Courses

RF Kizilcec, M Pérez-Sanagustín, JJ Maldonado - Computers & education, 2017 - Elsevier
Individuals with strong self-regulated learning (SRL) skills, characterized by the ability to
plan, manage and control their learning process, can learn faster and outperform those with …

Using metacognitive prompts to enhance self‐regulated learning and learning outcomes: A meta‐analysis of experimental studies in computer‐based learning …

L Guo - Journal of Computer Assisted Learning, 2022 - Wiley Online Library
Background It has been assumed that prompting students to plan, monitor and evaluate their
learning process could stimulate strategy use and thereby improve learning outcomes …