The paper proposes an ecological and portable protocol for the large-scale collection of reading data in high-functioning autism spectrum disorder (ASD) children based on recording the finger movements of a subject reading a text displayed on a tablet touchscreen. By capitalizing on recent evidence that movements of a finger that points to a scene or text during visual exploration or reading may approximate eye fixations, we focus on recognition of written content and function words, pace of reading, and accuracy in reading comprehension. The analysis showed significant differences between typically developing and ASD children, with the latter group exhibiting greater variation in levels of reading ability, slower developmental pace in reading speed, less accurate comprehension, greater dependency on word length and word frequency, less significant prediction-based processing, as well as a monotonous, steady reading pace with reduced attention to weak punctuation. Finger-tracking patterns provides evidence that ASD readers may fail to integrate single word processing into major syntactic structures and lends support to the hypothesis of an impaired use of contextual information to predict upcoming stimuli, suggesting that difficulties in perception may arise as difficulties in prediction.

Reading behaviors through patterns of finger-tracking in Italian children with autism spectrum disorder

Marzi C
Primo
;
Pirrelli V
Ultimo
2022

Abstract

The paper proposes an ecological and portable protocol for the large-scale collection of reading data in high-functioning autism spectrum disorder (ASD) children based on recording the finger movements of a subject reading a text displayed on a tablet touchscreen. By capitalizing on recent evidence that movements of a finger that points to a scene or text during visual exploration or reading may approximate eye fixations, we focus on recognition of written content and function words, pace of reading, and accuracy in reading comprehension. The analysis showed significant differences between typically developing and ASD children, with the latter group exhibiting greater variation in levels of reading ability, slower developmental pace in reading speed, less accurate comprehension, greater dependency on word length and word frequency, less significant prediction-based processing, as well as a monotonous, steady reading pace with reduced attention to weak punctuation. Finger-tracking patterns provides evidence that ASD readers may fail to integrate single word processing into major syntactic structures and lends support to the hypothesis of an impaired use of contextual information to predict upcoming stimuli, suggesting that difficulties in perception may arise as difficulties in prediction.
Campo DC Valore Lingua
dc.authority.ancejournal BRAIN SCIENCES en
dc.authority.orgunit Istituto di linguistica computazionale "Antonio Zampolli" - ILC en
dc.authority.people Marzi C en
dc.authority.people Narzisi A en
dc.authority.people Milone A en
dc.authority.people Masi G en
dc.authority.people Pirrelli V en
dc.authority.project ReadLet en
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dc.contributor.appartenenza Istituto di linguistica computazionale "Antonio Zampolli" - ILC *
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dc.date.accessioned 2024/11/29 19:11:50 -
dc.date.available 2024/11/29 19:11:50 -
dc.date.firstsubmission 2024/09/25 17:30:17 *
dc.date.issued 2022 -
dc.date.submission 2025/02/24 16:50:52 *
dc.description.abstracteng The paper proposes an ecological and portable protocol for the large-scale collection of reading data in high-functioning autism spectrum disorder (ASD) children based on recording the finger movements of a subject reading a text displayed on a tablet touchscreen. By capitalizing on recent evidence that movements of a finger that points to a scene or text during visual exploration or reading may approximate eye fixations, we focus on recognition of written content and function words, pace of reading, and accuracy in reading comprehension. The analysis showed significant differences between typically developing and ASD children, with the latter group exhibiting greater variation in levels of reading ability, slower developmental pace in reading speed, less accurate comprehension, greater dependency on word length and word frequency, less significant prediction-based processing, as well as a monotonous, steady reading pace with reduced attention to weak punctuation. Finger-tracking patterns provides evidence that ASD readers may fail to integrate single word processing into major syntactic structures and lends support to the hypothesis of an impaired use of contextual information to predict upcoming stimuli, suggesting that difficulties in perception may arise as difficulties in prediction. -
dc.description.affiliations Istituto di Linguistica Computazionale, CNR Fondazione Stella Maris en
dc.description.allpeople Marzi, C; Narzisi, A; Milone, A; Masi, G; Pirrelli, V -
dc.description.allpeopleoriginal Marzi C., Narzisi A., Milone A., Masi G., Pirrelli V. en
dc.description.fulltext open en
dc.description.numberofauthors 5 -
dc.identifier.doi 10.3390/brainsci12101316 en
dc.identifier.scopus 2-s2.0-85140654256 en
dc.identifier.uri https://hdl.handle.net/20.500.14243/419693 -
dc.identifier.url https://www.mdpi.com/2076-3425/12/10/1316 en
dc.language.iso eng en
dc.relation.firstpage 1 en
dc.relation.issue 1316 en
dc.relation.lastpage 17 en
dc.relation.medium ELETTRONICO en
dc.relation.numberofpages 17 en
dc.relation.projectAcronym - en
dc.relation.projectAwardNumber - en
dc.relation.projectAwardTitle ReadLet en
dc.relation.projectFunderName - en
dc.relation.projectFundingStream - en
dc.relation.volume 12 en
dc.subject.keywordseng reading -
dc.subject.keywordseng autism -
dc.subject.keywordseng finger-tracking -
dc.subject.keywordseng deleloping readers -
dc.subject.keywordseng prediction-driven processing -
dc.subject.singlekeyword reading *
dc.subject.singlekeyword autism *
dc.subject.singlekeyword finger-tracking *
dc.subject.singlekeyword deleloping readers *
dc.subject.singlekeyword prediction-driven processing *
dc.title Reading behaviors through patterns of finger-tracking in Italian children with autism spectrum disorder en
dc.type.circulation Internazionale en
dc.type.driver info:eu-repo/semantics/article -
dc.type.full 01 Contributo su Rivista::01.01 Articolo in rivista it
dc.type.miur 262 -
dc.type.referee Esperti anonimi en
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dc.ugov.descaux2 CC BY -
dc.ugov.descaux2 CC BY -
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scopus.contributor.affiliation National Research Council -
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scopus.contributor.affiliation IRCCS Stella Maris Foundation -
scopus.contributor.affiliation IRCCS Stella Maris Foundation -
scopus.contributor.affiliation National Research Council -
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scopus.contributor.country Italy -
scopus.contributor.country Italy -
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scopus.contributor.name Claudia -
scopus.contributor.name Antonio -
scopus.contributor.name Annarita -
scopus.contributor.name Gabriele -
scopus.contributor.name Vito -
scopus.contributor.subaffiliation Institute for Computational Linguistics; -
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scopus.contributor.surname Marzi -
scopus.contributor.surname Narzisi -
scopus.contributor.surname Milone -
scopus.contributor.surname Masi -
scopus.contributor.surname Pirrelli -
scopus.date.issued 2022 *
scopus.description.abstracteng The paper proposes an ecological and portable protocol for the large-scale collection of reading data in high-functioning autism spectrum disorder (ASD) children based on recording the finger movements of a subject reading a text displayed on a tablet touchscreen. By capitalizing on recent evidence that movements of a finger that points to a scene or text during visual exploration or reading may approximate eye fixations, we focus on recognition of written content and function words, pace of reading, and accuracy in reading comprehension. The analysis showed significant differences between typically developing and ASD children, with the latter group exhibiting greater variation in levels of reading ability, slower developmental pace in reading speed, less accurate comprehension, greater dependency on word length and word frequency, less significant prediction-based processing, as well as a monotonous, steady reading pace with reduced attention to weak punctuation. Finger-tracking patterns provides evidence that ASD readers may fail to integrate single word processing into major syntactic structures and lends support to the hypothesis of an impaired use of contextual information to predict upcoming stimuli, suggesting that difficulties in perception may arise as difficulties in prediction. *
scopus.description.allpeopleoriginal Marzi C.; Narzisi A.; Milone A.; Masi G.; Pirrelli V. *
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scopus.identifier.doi 10.3390/brainsci12101316 *
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scopus.subject.keywords autism; developing readers; finger-tracking; prediction-driven processing; reading; *
scopus.title Reading Behaviors through Patterns of Finger-Tracking in Italian Children with Autism Spectrum Disorder *
scopus.titleeng Reading Behaviors through Patterns of Finger-Tracking in Italian Children with Autism Spectrum Disorder *
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