[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 …

[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 …

Self-regulation, co-regulation, and shared regulation in collaborative learning environments

A Hadwin, S Järvelä, M Miller - … of self-regulation of learning and …, 2017 - taylorfrancis.com
Early socio-cognitive conceptions of self-regulated learning (SRL) emphasized individual,
cognitive-constructive aspects involved in cognition, behavior, and motivation, as well as …

[HTML][HTML] Predicting regulatory activities for socially shared regulation to optimize collaborative learning

S Järvelä, A Nguyen, E Vuorenmaa, J Malmberg… - Computers in Human …, 2023 - Elsevier
This study utilized multimodal learning analytics and AI-based methods to examine the
patterns of the socially shared regulation of collaborative learning (CL). The study involved …

Capturing temporal and sequential patterns of self-, co-, and socially shared regulation in the context of collaborative learning

J Malmberg, S Järvelä, H Järvenoja - Contemporary Educational …, 2017 - Elsevier
This study examined how temporal sequences of regulated learning events, such as types
and processes of regulated learning, emerge during different stages of collaborative …

[HTML][HTML] Examining the interplay of knowledge construction and group-level regulation in a computer-supported collaborative learning physics task

K Zabolotna, J Malmberg, H Järvenoja - Computers in Human Behavior, 2023 - Elsevier
Group-level regulation (co-regulation (CoRL) and socially shared regulation (SSRL))
supports knowledge construction (KC), but it is not yet clear how the two phenomena …

Engagement as an inherent aspect of the learning process

M Boekaerts - Learning and instruction, 2016 - Elsevier
This commentary describes the contribution of each individual paper to our understanding of
engagement, as well as evaluating whether together these papers achieve the editor's goal …

Collaborative group engagement in a computer-supported inquiry learning environment

S Sinha, TK Rogat, KR Adams-Wiggins… - International Journal of …, 2015 - Springer
Computer-supported collaborative learning environments provide opportunities for students
to collaborate in inquiry-based practices to solve authentic problems, using technological …

Supporting groups' emotion and motivation regulation during collaborative learning

H Järvenoja, S Järvelä, J Malmberg - Learning and Instruction, 2020 - Elsevier
This study investigates when and how students activate co-and socially shared emotion and
motivation regulation in collaborative learning and whether the S-REG mobile application …

Multimodal data to design visual learning analytics for understanding regulation of learning

O Noroozi, I Alikhani, S Järvelä, PA Kirschner… - Computers in Human …, 2019 - Elsevier
The increased interest in multimodal data collection in the learning sciences demands for
new and powerful methodological and analytical techniques and technologies. It is …