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Conrad Borchers; Tianze Shou – Grantee Submission, 2025
Large Language Models (LLMs) hold promise as dynamic instructional aids. Yet, it remains unclear whether LLMs can replicate the adaptivity of intelligent tutoring systems (ITS)--where student knowledge and pedagogical strategies are explicitly modeled. We propose a prompt variation framework to assess LLM-generated instructional moves' adaptivity…
Descriptors: Benchmarking, Computational Linguistics, Artificial Intelligence, Computer Software
Pavel Samsonov – Journal of Online Learning Research, 2025
This study explores the integration of H5P (HTML5), an open-source content creation platform, in a teacher preparation program at a medium-sized public university in the south of the USA. Conducted over five semesters, the research involved 94 undergraduate students (pre-service teachers). The study aimed to evaluate the pedagogical effectiveness…
Descriptors: Teacher Education Programs, Preservice Teachers, Undergraduate Students, Instructional Effectiveness

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