Presentation
AI Tutors and Open-Source Textbooks: Bridging the Gap in Digital Learning
SessionPoster Session 1
DescriptionOne-on-one tutoring is highly effective for student learning but is difficult to scale affordably. While commercial publishers have integrated AI-driven tutoring into their courseware, open-source textbooks, despite their growing popularity, often lack interactive support tools due to financial constraints. This study evaluates a novel AI tutor designed to convert open-source textbook content into a personalized, interactive learning experience using large language models (LLMs). Specifically, we examine whether AI-driven tutoring improves student learning outcomes and engagement compared to traditional textbook reading. Undergraduate participants (N = 251) were randomly assigned to one of three groups: textbook reading, AI tutoring with textbook integration, or standalone AI tutoring. All participants completed a lesson on operant conditioning and took a posttest assessing comprehension, retention, engagement, and usability. The study also explored whether prior experience with AI moderated learning outcomes.
We hypothesized that both AI tutor groups would outperform the reading control group and compared the relative benefits of textbook-integrated versus standalone AI tutoring designs. By offering a scalable, cost-effective alternative to commercial tools, this research highlights the potential for AI to enhance open-source education, making high-quality, personalized learning accessible to all students regardless of financial barriers.
We hypothesized that both AI tutor groups would outperform the reading control group and compared the relative benefits of textbook-integrated versus standalone AI tutoring designs. By offering a scalable, cost-effective alternative to commercial tools, this research highlights the potential for AI to enhance open-source education, making high-quality, personalized learning accessible to all students regardless of financial barriers.
Event Type
Poster
TimeTuesday, October 14th5:30pm - 6:30pm CDT
LocationRiverside East