In this paper, we investigate the correspondence between student affect and behavioural engagement in a web-based tutoring platform throughout the school year and learning outcomes at the end of the year on a high-stakes mathematics exam in a manner that is both longitudinal and fine-grained. Affect and behaviour detectors are used to estimate…

This study probes more deeply on defining the "reform agenda" and answering the question, "How do coaches balance pushing the reform agenda and meeting the immediate needs of school staff?" This study first teases apart what coaches mean by "reform agenda" and "immediate needs." The term "reform…