Research on AI-enabled learning analytics suggests that structured feedback systems can support deliberate reflection and professional reasoning.
Structured feedback supports metacognition, helping students reflect on their thinking and understand how to improve their performance in future assessments.
Salas-Pilco et al. (2022). Artificial intelligence and learning analytics in teacher education: A systematic review.