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Mallavarapu, Aditi; Lyons, Leilah; Uzzo, Stephen – Journal of Learning Analytics, 2022
Large-group (n > 8) co-located collaboration has not been adequately studied because it demands different conceptual framings than those used to study small-group collaboration, while also posing pragmatic constraints on data collection. Working within these pragmatic constraints, we use video data to devise an indicator of the current…
Descriptors: Social Networks, Network Analysis, Cooperative Learning, Data Collection
Craig, Kalani; Danish, Joshua; Humburg, Megan; Hmelo-Silver, Cindy; Szostalo, Maksymilian; McCranie, Ann – International Journal of Computer-Supported Collaborative Learning, 2021
Students across disciplines struggle with sensemaking when they are faced with the need to understand and analyze massive amounts of information. This is particularly salient in the disciplines of both history and data science. Our approach to helping students build expertise with complex information leverages activity theory to think about the…
Descriptors: Comprehension, Data Analysis, Information Theory, Design