Online and Distance Education Commons^™

Asynchronous Assistance: A Social Network Analysis Of Influencing Peer Interactions In Peerwise, Tomas Shields, Geraldine Gray, Barry J. Ryan

Articles

This mixed methods, investigative case study explored student patterns of use within the online PeerWise platform to identify the most influencing activities and to build a model capable of predicting performance based on these influencing activities. Peerwise is designed to facilitate student peer-to-peer engagement through creating, answering and ranking multiple choice questions; this study sought to understand the relationship between student engagement in Peerwise and learning performance. To address the research question, various usage metrics were explored, visualized and modelled, using social network analysis with Gephi, Tableau and Python. These findings were subsequently analyzed in light of the qualitative survey …