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Michael J. Hogan; Adam Barton; Alison Twiner; Cynthia James; Farah Ahmed; Imogen Casebourne; Ian Steed; Pamela Hamilton; Shengpeng Shi; Yi Zhao; Owen M. Harney; Rupert Wegerif – Irish Educational Studies, 2025
Collective Intelligence (CI) is important for groups that seek to address shared problems. CI in human groups can be mediated by educational technologies. The current paper presents a framework to support design thinking in relation to CI educational technologies. Our framework is grounded in an organismic-contextualist developmental perspective…
Descriptors: Intelligence, Educational Technology, Problem Solving, Group Behavior
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Pilhyoun Yoon; Sangsun Han; Kibum Kim – Active Learning in Higher Education, 2025
This study is based on the hypothesis that group cohesion and efficacy have significant effects on the academic performance of individuals in online (virtual) education environments no less than in-person education environments. To that end, this study explores the effectiveness of group activities in a virtual classroom environment using VC…
Descriptors: Group Dynamics, Cooperative Learning, Group Behavior, Group Activities
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Ridwan Whitehead; Andy Nguyen; Sanna Järvelä – Journal of Learning Analytics, 2025
Incorporating non-verbal data streams is essential to understanding the dynamics of interaction within collaborative learning environments in which a variety of verbal and non-verbal modes of communication intersect. However, the complexity of non-verbal data -- especially gathered in the wild from collaborative learning contexts -- demands…
Descriptors: Case Studies, Nonverbal Communication, Video Technology, Data Analysis
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K. Ann Renninger; Gertraud Benke; Ricardo Böheim; Julien Corven; Maria Consuelo De Dios; Maeve R. Hogan; Moe Htet Kyaw; Ana G. Michels; Marina Nakayama; Pablo E. Torres; Helena Werneck; Feven Yared – Frontline Learning Research, 2025
Collaborative problem solving (CPS) has been shown to both engage and benefit students' learning of mathematics. However, there is evidence that group work is not always easy to facilitate, in part because educators lack details about learners' engagement during group work: the processes of problem solving involved, and how these are engaged. In…
Descriptors: Cooperative Learning, Middle School Students, Problem Solving, Mathematics Education