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Including people in the automatic text adaptation process: empirical findings from students with intellectual disability
Linköping University, Department of Behavioural Sciences and Learning, Education, Teaching and Learning. Linköping University, Faculty of Educational Sciences.ORCID iD: 0000-0001-7824-1750
Linköping University, Faculty of Science & Engineering. Linköping University, Department of Computer and Information Science, Human-Centered Systems.ORCID iD: 0000-0002-0932-7048
Linköping University, Faculty of Arts and Sciences. Linköping University, Department of Behavioural Sciences and Learning, Disability Research Division.ORCID iD: 0000-0001-5896-7159
Linköping University, Department of Behavioural Sciences and Learning. Linköping University, Faculty of Arts and Sciences.
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2025 (English)In: Disability and Rehabilitation: Assistive Technology, ISSN 1748-3107, E-ISSN 1748-3115Article in journal (Refereed) Epub ahead of print
Abstract [en]

Modern automatic text adaptation often fails to meet the specific needs of targeted readers. The TextAD project aimed to address this gap by creating tailored texts for students with intellectual disability (ID), focusing on their unique challenges. This exploratory study presents findings from three rounds of testing automatic adaptations at lexical, syntactic, and discourse levels in expository texts. Reading comprehension, self-reported ratings of comprehension, interest, and perceived difficulty, along with metacognitive insights were assessed with 27 students with ID, refining adaptations based on each iteration's results. While comprehension gains for the adapted versions were not significant overall, promising outcomes appeared with lexical and syntactic adaptations in the later rounds of testing, although group heterogeneity influenced results. Despite reporting high comprehension, students noted persistent difficulty understanding many expository concepts. Alongside evaluating the effects of text adaptations on comprehension and perceived understanding, this paper offers insights into assessment approaches for developing automatic adaptations tailored to this audience.

Place, publisher, year, edition, pages
Taylor & Francis , 2025.
Keywords [en]
ATA; automatic text adaptation; intellectual disability; lexical adaptation; reading comprehension; secondary school; syntactic adaptation
National Category
Computer and Information Sciences Pedagogy
Identifiers
URN: urn:nbn:se:liu:diva-216938DOI: 10.1080/17483107.2025.2536701ISI: 001541822400001PubMedID: 40749139Scopus ID: 2-s2.0-105012443623OAI: oai:DiVA.org:liu-216938DiVA, id: diva2:1991698
Funder
Swedish Research Council, 2020-00151
Note

Funding Agencies|Vetenskapsradet [the Swedish research council] [2020-00151]; Vinnova [2020-00151] Funding Source: Vinnova

Available from: 2025-08-25 Created: 2025-08-25 Last updated: 2025-10-01

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Elwér, ÅsaRennes, EvelinaNilsson, KarinHolmer, DanielJönsson, Arne

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Elwér, ÅsaRennes, EvelinaNilsson, KarinCederborg, LinaHolmer, DanielJönsson, Arne
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Education, Teaching and LearningFaculty of Educational SciencesFaculty of Science & EngineeringHuman-Centered SystemsFaculty of Arts and SciencesDisability Research DivisionDepartment of Behavioural Sciences and Learning
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Disability and Rehabilitation: Assistive Technology
Computer and Information SciencesPedagogy

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