The benefits of collaborative learning, although widely reported, lack the quantitative rigor and detailed insight into the dynamics of interactions within the group, while individual contributions and their impacts on group members and their collaborative work remain hidden behind joint group assessment. To bridge this gap we intend to address…

"Communities of Learning" (CoL) are an innovative methodological tool to stimulate knowledge creation and diffusion within organizations. However, past research has largely overlooked how participants' hierarchical positions influence their behavior within CoL. We address this shortcoming and provide empirical evidence on 25 CoL for a…

Per definition, CSCL research deals with the data of individuals nested in groups, and the influence of a specific learning setting on the collaborative process of learning. Most well-established statistical methods are not able to analyze such nested data adequately. This article describes the problems which arise when standard methods are…