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…

Purpose: This study aims to provide empirical evidence of how the five disciplines of learning organization introduced by Senge (1990) are practiced and how it could cultivate self-directed learning among employees. Design/methodology/approach: This qualitative study used a case study approach to get an in-depth understanding of how organizational…

Purpose: The purpose of this paper is to provide advice to organizations on how to become successful in the digital age. The paper revisits Peter Senge's (1990) notion of the learning organization and discusses the relevance of systems thinking and the other four disciplines, namely, personal mastery, mental models, shared vision and team learning…

Purpose: The purpose of this study was to investigate whether there is a difference in the perception of the presence of the 5 attributes of a learning organization between site leaders and teachers. Senge (1990) used the 5 areas of mental models, personal mastery, shared vision, team learning, and systems thinking to describe the necessary…

Purpose: The purpose of this paper is to describe the student learning outcomes (SLOs) for a sustainability major, evaluate faculty incorporation of the SLOs into the courses in the sustainability major curriculum and measure student performance on the SLOs from entry into the major to the senior capstone course. Design/methodology/approach:…