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Pilot study of an intervention based on an intelligent tutoring system (ITS) for instructing mathematical skills of students with ASD and/or ID

Authors :
Mazon, Cécile
Clément, Benjamin
Roy, Didier
Oudeyer, Pierre-Yves
Sauzéon, Hélène
Bordeaux population health (BPH)
Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM)
Flowing Epigenetic Robots and Systems (Flowers)
Inria Bordeaux - Sud-Ouest
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
Mazon, Cécile
Source :
Education and Information Technologies, Education and Information Technologies, 2022, ⟨10.1007/s10639-022-11129-x⟩
Publication Year :
2022
Publisher :
HAL CCSD, 2022.

Abstract

International audience; Few technology-based interventions have addressed mathematical and numeracy skills of individuals with autism spectrum disorder (ASD). However, children and adolescents with ASD may experience difficulties in mathematical learning, and even be behind their peers at school. Intelligent Tutoring System (ITS) is an innovative way for enhancing teaching programs through learning optimization algorithms coping interindividual differences in the educational curriculum progress. They have been used with success with typically-developed students for levering on the linkage learning-motivation, but remains at a theoretical stage for students with ASD and/or intellectual disability (ID). We conducted a pilot study to assess an ITS-based intervention embedded into the KidLearn application for instructing mathematical skills (i.e., adding and subtracting numbers between 0 and 100). Twenty-four secondary school students with ASD and/or intellectual disability, enrolled from special education classrooms, have been recruited: 14 students received the KidLearn intervention, while the 10 others received control intervention. Pre-post assessments showed that calculation and motivational measures were significantly improved in KidLearn condition compared to the control condition. ITS intervention appeared relevant for calculation learning in the setting of special education.

Details

Language :
English
ISSN :
13602357 and 15737608
Database :
OpenAIRE
Journal :
Education and Information Technologies, Education and Information Technologies, 2022, ⟨10.1007/s10639-022-11129-x⟩
Accession number :
edsair.od......1398..f86834b2c51bd23318981b433ab82814
Full Text :
https://doi.org/10.1007/s10639-022-11129-x⟩