Beyond Access: Guided LLM Scaffolding for Independent Learning in Undergraduate Statistics

Created: 2026-06-03 | Tags: scaffoldinghigher-edstem-educationindependent-learning

Amanlou et al. (2026) โ€” ArXiv. ๐Ÿ“„ Full text (arXiv)

Compares unrestricted vs. guided LLM access. Guided group showed significantly better independent performance on quizzes, using AI for stepwise reasoning rather than answer-getting. scaffolding, higher-ed, stem-education, mastery-learning, formative-assessment.

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Citation

APA: Amanlou et al. (2026). Beyond Access: Guided LLM Scaffolding for Independent Learning in Undergraduate Statistics. arXiv:2606.01375.