Measuring self-regulated learning and the role of AI: Five years of research using multimodal multichannel data

I Molenaar, S de Mooij, R Azevedo, M Bannert… - Computers in Human …, 2023 - Elsevier
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 …

[HTML][HTML] Effects of real-time analytics-based personalized scaffolds on students' self-regulated learning

L Lim, M Bannert, J van der Graaf, S Singh… - Computers in Human …, 2023 - Elsevier
Abstract Self-Regulated Learning (SRL) is related to increased learning performance.
Scaffolding learners in their SRL activities in a computer-based learning environment can …

[HTML][HTML] Triggers for self-regulated learning: A conceptual framework for advancing multimodal research about SRL

S Järvelä, A Hadwin - Learning and Individual Differences, 2024 - Elsevier
This paper introduces a theory-driven trigger regulation framework for advancing multimodal
analytical approaches to research about self-regulated learning. Events and/or situations …

Analytics of self-regulated learning scaffolding: effects on learning processes

T Li, Y Fan, Y Tan, Y Wang, S Singh, X Li… - Frontiers in …, 2023 - frontiersin.org
Self-regulated learning (SRL) is the ability to regulate cognitive, metacognitive, motivational,
and emotional states while learning and is posited to be a strong predictor of academic …

How to design and evaluate personalized scaffolds for self-regulated learning

J van der Graaf, M Raković, Y Fan, L Lim… - Metacognition and …, 2023 - Springer
Self-regulation is an essential skill for lifelong learning. Research has shown that self-
regulated learning (SRL) leads to greater academic achievement and sustainable …

Influencing factors of self-regulated learning of medical-related students in a traditional Chinese medical university: A cross-sectional study

L Li, M Zhu, Y Shi, L Yang - BMC medical education, 2023 - Springer
Background In recent years, self-regulated learning (SRL) has become a hot topic in
medical education. However, the factors that affect the SRL ability of medical-related …

Investigating Self-Regulated Learning Measurement Based on Trace Data: A Systematic Literature Review

A Boulahmel, F Djelil, G Smits - Technology, Knowledge and Learning, 2025 - Springer
Self-regulated learning (SRL) theory comprises cognitive, metacognitive, and affective
aspects that enable learners to autonomously manage their learning processes. This article …

A multilevel framework for assessing self‐regulated learning in school contexts: Innovations, challenges, and future directions

TJ Cleary, MR Russo - Psychology in the Schools, 2024 - Wiley Online Library
As the importance of student self‐regulated learning (SRL) among school‐aged populations
continues to increase, there is an emerging need for school psychologists and other school …

Investigating learning processes through analysis of navigation behavior using log files

K Huber, M Bannert - Journal of Computing in Higher Education, 2024 - Springer
The empirical study investigates what log files and process mining can contribute to
promoting successful learning. We want to show how monitoring and evaluation of learning …

How do students learn with real‐time personalized scaffolds?

L Lim, M Bannert, J van der Graaf, Y Fan… - British Journal of …, 2024 - Wiley Online Library
Scaffolds that support self‐regulated learning (SRL) have been found to improve learning
outcomes. The effects of scaffolds can differ depending on how learners use them and how …