Definitions of Learning Analytics Learning analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs [1][2]. Use of data and algorithms to improve student engagement, retention and overall by changing student and staff behavior [3].