[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 …

[HTML][HTML] What do we do when we analyse the temporal aspects of computer-supported collaborative learning? A systematic literature review

J Lämsä, R Hämäläinen, P Koskinen, J Viiri… - Educational Research …, 2021 - Elsevier
To better understand the premises for successful computer-supported collaborative learning
(CSCL), several studies over the last 10 years have analysed the temporal aspects of CSCL …

Making strides towards AI-supported regulation of learning in collaborative knowledge construction

F Ouyang, M Wu, L Zhang, W Xu, L Zheng… - Computers in Human …, 2023 - Elsevier
Collaborative knowledge construction (CKC) requires individual group members to share
information and resources, sustain the improvement of ideas through peer interactions, and …

Learning analytics to reveal links between learning design and self-regulated learning

Y Fan, W Matcha, NA Uzir, Q Wang… - International Journal of …, 2021 - Springer
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 …

Capturing the dynamic and cyclical nature of regulation: Methodological Progress in understanding socially shared regulation in learning

S Järvelä, H Järvenoja, J Malmberg - International journal of computer …, 2019 - Springer
Self-regulation is critical for successful learning, and socially shared regulation contributes
to productive collaborative learning. The problem is that the psychological processes at the …

Trace-SRL: a framework for analysis of microlevel processes of self-regulated learning from trace data

J Saint, A Whitelock-Wainwright… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The recent focus on learning analytics (LA) to analyze temporal dimensions of learning
holds the promise of providing insights into latent constructs, such as learning strategy, self …

The evolution of social presence: A longitudinal exploration of the effect of online students' peer-interactions using social network analysis

D Castellanos-Reyes, JC Richardson… - The Internet and Higher …, 2024 - Elsevier
Social presence (SP) positively influences online students' motivation, satisfaction, retention,
and learning outcomes. Although crucial for successful online learning experiences, little …

METS: multimodal learning analytics of embodied teamwork learning

L Zhao, Z Swiecki, D Gasevic, L Yan, S Dix… - … Learning Analytics and …, 2023 - dl.acm.org
Embodied team learning is a form of group learning that occurs in co-located settings where
students need to interact with others while actively using resources in the physical learning …

Putting it all together: Combining learning analytics methods and data sources to understand students' approaches to learning programming

S López-Pernas, M Saqr, O Viberg - Sustainability, 2021 - mdpi.com
Learning programming is a complex and challenging task for many students. It involves both
understanding theoretical concepts and acquiring practical skills. Hence, analyzing learners' …

Unpacking the intertemporal impact of self-regulation in a blended mathematics environment

B Rienties, D Tempelaar, Q Nguyen… - Computers in Human …, 2019 - Elsevier
With the arrival of fine-grained log-data and the emergence of learning analytics, there may
be new avenues to explore how Self-Regulated Learning (SRL) can provide a lens to how …