Education Commons^™

Learning Analytics: Translating Data Into “Just-In-Time” Interventions, Pauline Salim Muljana, Greg Placencia

Scholarship of Teaching and Learning, Innovative Pedagogy

Despite the burgeoning studies on student attrition and retention, many institutions continue to deal with related issues, including D, F, and W grades rates. The emerging and rapidly developing Learning Analytics (LA) field shows great potential for improving learning outcomes by monitoring and analyzing student performance to allow instructors to recommend specific interventions based on key performance indicators. Unfortunately, higher education has been slow to implement it. We, therefore, provide the rationale and benefits of increased LA integration into courses and curriculum. We further identify and suggest ready-to-implement best practices, as well as tools available in Learning Management Systems (LMSs) …