Screening for Dyslexia Using Eye Tracking during Reading
Publication Date
December 09, 2016
Authors
Mattias Nilsson Benfatto, Gustaf Öqvist Seimyr, Jan Ygge, Tony Pansell, et al
Volume
11
Issue
12
Pages
e0165508
DOI
https://dx.plos.org/10.1371/journal.pone.0165508
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0165508
Scopus
85006010374
Mendeley
http://www.mendeley.com/research/screening-dyslexia-using-eye-tracking-during-reading
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Mendeley | Further Information

{"title"=>"Screening for dyslexia using eye tracking during reading", "type"=>"journal", "authors"=>[{"first_name"=>"Mattias Nilsson", "last_name"=>"Benfatto", "scopus_author_id"=>"57192377443"}, {"first_name"=>"Gustaf Öqvist", "last_name"=>"Seimyr", "scopus_author_id"=>"56041325000"}, {"first_name"=>"Jan", "last_name"=>"Ygge", "scopus_author_id"=>"7004090770"}, {"first_name"=>"Tony", "last_name"=>"Pansell", "scopus_author_id"=>"6506550447"}, {"first_name"=>"Agneta", "last_name"=>"Rydberg", "scopus_author_id"=>"7004485448"}, {"first_name"=>"Christer", "last_name"=>"Jacobson", "scopus_author_id"=>"7102579104"}], "year"=>2016, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "scopus"=>"2-s2.0-85006010374", "pui"=>"613643848", "doi"=>"10.1371/journal.pone.0165508", "sgr"=>"85006010374", "pmid"=>"27936148"}, "id"=>"66c26894-c30a-3130-9666-bd4967b2b470", "abstract"=>"Dyslexia is a neurodevelopmental reading disability estimated to affect 5-10% of the population. While there is yet no full understanding of the cause of dyslexia, or agreement on its precise definition, it is certain that many individuals suffer persistent problems in learning to read for no apparent reason. Although it is generally agreed that early intervention is the best form of support for children with dyslexia, there is still a lack of efficient and objective means to help identify those at risk during the early years of school. Here we show that it is possible to identify 9-10 year old individuals at risk of persistent reading difficulties by using eye tracking during reading to probe the processes that underlie reading ability. In contrast to current screening methods, which rely on oral or written tests, eye tracking does not depend on the subject to produce some overt verbal response and thus provides a natural means to objectively assess the reading process as it unfolds in real-time. Our study is based on a sample of 97 high-risk subjects with early identified word decoding difficulties and a control group of 88 low-risk subjects. These subjects were selected from a larger population of 2165 school children attending second grade. Using predictive modeling and statistical resampling techniques, we develop classification models from eye tracking records less than one minute in duration and show that the models are able to differentiate high-risk subjects from low-risk subjects with high accuracy. Although dyslexia is fundamentally a language-based learning disability, our results suggest that eye movements in reading can be highly predictive of individual reading ability and that eye tracking can be an efficient means to identify children at risk of long-term reading difficulties.", "link"=>"http://www.mendeley.com/research/screening-dyslexia-using-eye-tracking-during-reading", "reader_count"=>56, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Professor > Associate Professor"=>4, "Researcher"=>8, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>7, "Student > Postgraduate"=>2, "Other"=>3, "Student > Master"=>12, "Student > Bachelor"=>6, "Lecturer > Senior Lecturer"=>2, "Professor"=>2, "Lecturer"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Professor > Associate Professor"=>4, "Researcher"=>8, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>7, "Student > Postgraduate"=>2, "Other"=>3, "Student > Master"=>12, "Student > Bachelor"=>6, "Lecturer > Senior Lecturer"=>2, "Professor"=>2, "Lecturer"=>1}, "reader_count_by_subject_area"=>{"Engineering"=>4, "Unspecified"=>3, "Nursing and Health Professions"=>3, "Medicine and Dentistry"=>6, "Agricultural and Biological Sciences"=>1, "Neuroscience"=>5, "Arts and Humanities"=>1, "Psychology"=>17, "Social Sciences"=>8, "Computer Science"=>3, "Linguistics"=>4, "Economics, Econometrics and Finance"=>1}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>4}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>6}, "Neuroscience"=>{"Neuroscience"=>5}, "Social Sciences"=>{"Social Sciences"=>8}, "Psychology"=>{"Psychology"=>17}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>1}, "Computer Science"=>{"Computer Science"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>3}, "Linguistics"=>{"Linguistics"=>4}, "Unspecified"=>{"Unspecified"=>3}, "Arts and Humanities"=>{"Arts and Humanities"=>1}}, "reader_count_by_country"=>{"Australia"=>1}, "group_count"=>2}

Scopus | Further Information

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