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Csanadi, Andras; Eagan, Brendan; Kollar, Ingo; Shaffer, David Williamson; Fischer, Frank – International Journal of Computer-Supported Collaborative Learning, 2018
Research on "computer-supported collaborative learning" (CSCL) is often concerned with the question of how scaffolds or other characteristics of learning may affect learners' social and cognitive engagement. Such engagement in socio-cognitive activities frequently materializes in discourse. In quantitative analyses of discourse,…
Descriptors: Computer Assisted Instruction, Educational Technology, Cooperative Learning, Scaffolding (Teaching Technique)
Shaffer, David Williamson; Collier, Wesley; Ruis, A. R. – Journal of Learning Analytics, 2016
This paper provides a tutorial on epistemic network analysis (ENA), a novel method for identifying and quantifying connections among elements in coded data and representing them in dynamic network models. Such models illustrate the structure of connections and measure the strength of association among elements in a network, and they quantify…
Descriptors: Epistemology, Network Analysis, Data Analysis, Coding