Is a Chatbot Enough? A Pilot Study on Integrating UDL Principles into Intelligent Tutoring Systems

The integration of Universal Design for Learning principles into Intelligent Tutoring Systems constitutes a significant gap in educational research. This study developed an operational-theoretical framework that systematically incorporates these principles in a multimodal architecture. Using a quasi-experimental design (N = 29), we compared the effectiveness of a UDL-based multimodal assistant with a text-based one, assessing cognitive performance and psychological responses. The results show a significantly higher performance in the multimodal group (d = 1.59, p < .001). The implementation of UDL principles amplifies the effectiveness of ITS, suggesting that the diversification of representational modalities is a determining factor in the optimization of digital educational environments.

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Publication Details

Journal
Qwerty
Published
2025-01-01
DOI
https://doi.org/10.30557/qw000097
Primary Topic
Intelligent Tutoring Systems and Adaptive Learning
Type
article
Field-Weighted Citation Impact
0.00
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article

Is a Chatbot Enough? A Pilot Study on Integrating UDL Principles into Intelligent Tutoring Systems

Pierpaolo Limone, Maria Concetta Carruba, Raffaele Di Fuccio, Umberto Barbieri
Qwerty
Intelligent Tutoring Systems and Adaptive Learning
article

Is a Chatbot Enough? A Pilot Study on Integrating UDL Principles into Intelligent Tutoring Systems

Pierpaolo Limone, Maria Concetta Carruba, Raffaele Di Fuccio, Umberto Barbieri
article en

Abstract

The integration of Universal Design for Learning principles into Intelligent Tutoring Systems constitutes a significant gap in educational research. This study developed an operational-theoretical framework that systematically incorporates these principles in a multimodal architecture. Using a quasi-experimental design (N = 29), we compared the effectiveness of a UDL-based multimodal assistant with a text-based one, assessing cognitive performance and psychological responses. The results show a significantly higher performance in the multimodal group (d = 1.59, p < .001). The implementation of UDL principles amplifies the effectiveness of ITS, suggesting that the diversification of representational modalities is a determining factor in the optimization of digital educational environments.

QwertyVol. 0(0)
Pegaso University (IT)
Quality Education
Openalex Percentile: Top 90%
Intelligent Tutoring Systems and Adaptive Learning
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