The use of Bayesian Knowledge Tracing (BKT) models in predicting student learning and mastery, especially in mathematics, is a well-established and proven approach in learning analytics. In this work, we report on our analysis examining the generalizability of BKT models across academic years attributed to "detector rot." We compare the…

The aims of university System Dynamics (SD) programs include the mastery of systems thinking skills, modeling skills, and/or application to solving real-world, dynamic, complex problems. Existing research has articulated learning sequences of what learners should know and be able to do, and when. It is called the competence development framework…

While research suggests that effective implementation of professional learning communities (PLCs) increases student achievement and that effective utilization of instructional coaches (ICs) supports teachers' capacity, there is limited research regarding the role of ICs in supporting the system-wide change effort of PLC implementation and…