When Evaluation Clarity Creates Algorithmic Anxiety: A Randomized Field Experiment of Explainable Fuzzy Assessment and Teacher Feedback Uptake — Stanford

Algorithmic teaching evaluation is increasingly used in higher education, yet teachers may resist such systems when feedback appears opaque, punitive, or insensitive to the ambiguity of teaching quality. This study examines whether explainable fuzzy AI feedback improves teachers' procedural fa...