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Mason, Terrell – ProQuest LLC, 2023
Using the Learning Analytics in Higher Education model (Lester et al., 2017) as a framework and qualitative methods (Merriam & Tisdale, 2016), I explored advising administrators' perspectives relating to predictive analytics (PA) and underrepresented minority (URM) students, specifically their thoughts on how they perceive PA on their…
Descriptors: Academic Advising, Leaders, Administrator Attitudes, Prediction
Herodotou, Christothea; Rienties, Bart; Verdin, Barry; Boroowa, Avinash – Journal of Learning Analytics, 2019
Predictive Learning Analytics (PLA) aim to improve learning by identifying students at risk of failing their studies. Yet, little is known about how best to integrate and scaffold PLA initiatives into higher education institutions. Towards this end, it becomes essential to capture and analyze the perceptions of relevant educational stakeholders…
Descriptors: Prediction, Data Analysis, Higher Education, Distance Education