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Updated: Aug 12, 2025

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Wild brooms and learning analytics
Benjamin A Motz1, Anastasia S Morrone2
1Department of Psychological and Brain Sciences, Indiana University Bloomington, 1101 East 10th Street, 47405 Bloomington, IN USA.
Abstract:
In this commentary we present an analogy between Johann Wolfgang Von Goethe's classic poem, The Sorcerer's Apprentice, and institutional learning analytics. In doing so, we hope to provoke institutions with a simple heuristic when considering their learning analytics initiatives. They might ask themselves, "Are we behaving like the sorcerer's apprentice?" This would be characterized by initiatives lacking faculty involvement, and we argue that when initiatives fit this pattern, they also lack consideration of their potential hazards, and are likely to fail. We join others in advocating for institutions to, instead, create ecosystems that enable faculty leadership in institutional learning analytics efforts.
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