Supporting self-regulated learning with learning analytics interventions–a systematic literature review
During the past years scholars have shown an increasing interest in supporting students'
self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to …
self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to …
A review of learning analytics dashboard research in higher education: Implications for justice, equity, diversity, and inclusion
Learning analytics dashboards (LADs) are becoming more prevalent in higher education to
help students, faculty, and staff make data-informed decisions. Despite extensive research …
help students, faculty, and staff make data-informed decisions. Despite extensive research …
Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond
Learning analytics uses large amounts of data about learner interactions in digital learning
environments to understand and enhance learning. Although measurement is a central …
environments to understand and enhance learning. Although measurement is a central …
The relationship between technology acceptance and self-regulated learning: the mediation roles of intrinsic motivation and learning engagement
F An, L **, J Yu - Education and Information Technologies, 2024 - Springer
The current study assessed 495 middle school students in China using self-report
questionnaires, to examine the multiple mediating effects of intrinsic motivation and learning …
questionnaires, to examine the multiple mediating effects of intrinsic motivation and learning …
Visualizations and dashboards for learning analytics: A systematic literature review
The purpose of this chapter is to present a summary of the dashboard and visualization
studies carried out within the scope of learning analytics. Learning analytics dashboards are …
studies carried out within the scope of learning analytics. Learning analytics dashboards are …
Heterogeneous graph-based knowledge tracing with spatiotemporal evolution
H Yang, S Hu, J Geng, T Huang, J Hu, H Zhang… - Expert Systems with …, 2024 - Elsevier
Abstract Knowledge tracing (KT), in which the future performance of students is estimated by
tracing their knowledge states based on their responses to exercises, is widely applied in …
tracing their knowledge states based on their responses to exercises, is widely applied in …
Learning analytics dashboard-based self-regulated learning approach for enhancing students'e-book-based blended learning
Blended learning (BL) combines traditional classroom activities with online learning
resources, enabling students to obtain higher academic performance through well-defined …
resources, enabling students to obtain higher academic performance through well-defined …
Motivational beliefs moderate the relation between academic delay and academic achievement in online learning environments
Academic delay can be understood as individuals' behavioral postponement of their work in
academic settings. The purpose of this study was to examine the relations between …
academic settings. The purpose of this study was to examine the relations between …
Interpretable early warning recommendations in interactive learning environments: a deep-neural network approach based on learning behavior knowledge graph
X **a, W Qi - Humanities and Social Sciences Communications, 2023 - nature.com
Early warning recommendation is crucial for tracking learning behavior and represents a
significant issue in interactive learning environments. However, an interactive learning …
significant issue in interactive learning environments. However, an interactive learning …
A model of e-learning through achievement motivation and academic achievement among university students in Saudi Arabia
MM Alamri - Sustainability, 2023 - mdpi.com
In relation to E-learning, achievement motivation is the persistent drive that students have to
succeed to a particular degree of quality in a competitive environment. Goals, task values …
succeed to a particular degree of quality in a competitive environment. Goals, task values …