Measuring self-regulated learning and the role of AI: Five years of research using multimodal multichannel data
Learning sciences are embracing the significant role technologies can play to better detect,
diagnose, and act upon self-regulated learning (SRL). The field of SRL is challenged with …
diagnose, and act upon self-regulated learning (SRL). The field of SRL is challenged with …
A systematic review of empirical studies on learning analytics dashboards: A self-regulated learning perspective
This paper presents a systematic literature review of learning analytics dashboards (LADs)
research that reports empirical findings to assess the impact on learning and teaching …
research that reports empirical findings to assess the impact on learning and teaching …
Effects of artificial Intelligence–Enabled personalized recommendations on learners' learning engagement, motivation, and outcomes in a flipped classroom
The flipped classroom approach is aimed at improving learning outcomes by promoting
learning motivation and engagement. Recommendation systems can also be used to …
learning motivation and engagement. Recommendation systems can also be used to …
Self-regulated learning and learning analytics in online learning environments: A review of empirical research
Self-regulated learning (SRL) can predict academic performance. Yet, it is difficult for
learners. The ability to self-regulate learning becomes even more important in emerging …
learners. The ability to self-regulate learning becomes even more important in emerging …
Analytics of time management strategies in a flipped classroom
This paper aims to explore time management strategies followed by students in a flipped
classroom through the analysis of trace data. Specifically, an exploratory study was …
classroom through the analysis of trace data. Specifically, an exploratory study was …
Innovative pedagogies of the future: An evidence-based selection
There is a widespread notion that educational systems should empower learners with skills
and competences to cope with a constantly changing landscape. Reference is often made to …
and competences to cope with a constantly changing landscape. Reference is often made to …
[HTML][HTML] Intense, turbulent, or wallowing in the mire: A longitudinal study of cross-course online tactics, strategies, and trajectories
Research has repeatedly demonstrated that students with effective learning strategies are
more likely to have better academic achievement. Existing research has mostly focused on a …
more likely to have better academic achievement. Existing research has mostly focused on a …
How do we start? An approach to learning analytics adoption in higher education
Purpose The analysis of data collected from user interactions with educational and
information technology has attracted much attention as a promising approach to advancing …
information technology has attracted much attention as a promising approach to advancing …
Analytics of learning strategies: Associations with academic performance and feedback
Learning analytics has the potential to detect and explain characteristics of learning
strategies through analysis of trace data and communicate the findings via feedback …
strategies through analysis of trace data and communicate the findings via feedback …
Explainable AI for data-driven feedback and intelligent action recommendations to support students self-regulation
Formative feedback has long been recognised as an effective tool for student learning, and
researchers have investigated the subject for decades. However, the actual implementation …
researchers have investigated the subject for decades. However, the actual implementation …