Visualization and Analysis of Eye Movement Data from Children with Typical and Atypical Development
Looking at other children’s interactions provides rich learning opportunities for a small child. How children with autism look at other children is largely unknown. Using eye tracking, we studied gaze performance in children with autism and neurotypical comparison children while they were watching v...
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Veröffentlicht in: | Journal of autism and developmental disorders 2013-10, Vol.43 (10), p.2249-2258 |
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creator | Falck-Ytter, Terje von Hofsten, Claes Gillberg, Christopher Fernell, Elisabeth |
description | Looking at other children’s interactions provides rich learning opportunities for a small child. How children with autism look at other children is largely unknown. Using eye tracking, we studied gaze performance in children with autism and neurotypical comparison children while they were watching videos of semi-naturalistic social interactions between young children. Using a novel, bottom-up approach we identified event-related measures that distinguished between groups with high accuracy. The observed effects remained in a subset of the total sample matched on IQ, and were replicated across several different stimuli. The described method facilitates the detection of meaningful patterns in complex eye tracking data. Also, the approach significantly improves visualization, which will help investigators understand, illustrate, and generate new hypotheses. |
doi_str_mv | 10.1007/s10803-013-1776-0 |
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How children with autism look at other children is largely unknown. Using eye tracking, we studied gaze performance in children with autism and neurotypical comparison children while they were watching videos of semi-naturalistic social interactions between young children. Using a novel, bottom-up approach we identified event-related measures that distinguished between groups with high accuracy. The observed effects remained in a subset of the total sample matched on IQ, and were replicated across several different stimuli. The described method facilitates the detection of meaningful patterns in complex eye tracking data. 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Psychiatry ; Psykiatri ; Public Health ; Resistance (Psychology) ; Scientific visualization ; Social dominance ; Social hierarchies ; Stimuli ; Video Technology ; Visualization ; Visualization (Mental images) ; Young Children</subject><ispartof>Journal of autism and developmental disorders, 2013-10, Vol.43 (10), p.2249-2258</ispartof><rights>The Author(s) 2013</rights><rights>2015 INIST-CNRS</rights><rights>COPYRIGHT 2013 Springer</rights><rights>Springer Science+Business Media New York 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c840t-98696ae03cd0f9012db47a85f8bc87595c7449ecb6f4e63501990e119f9fa3883</citedby><cites>FETCH-LOGICAL-c840t-98696ae03cd0f9012db47a85f8bc87595c7449ecb6f4e63501990e119f9fa3883</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10803-013-1776-0$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10803-013-1776-0$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>230,314,552,780,784,885,12845,27923,27924,30998,30999,41487,42556,51318</link.rule.ids><backlink>$$Uhttp://eric.ed.gov/ERICWebPortal/detail?accno=EJ1037723$$DView record in ERIC$$Hfree_for_read</backlink><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27798728$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23381485$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-209158$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttps://gup.ub.gu.se/publication/173160$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:127378302$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Falck-Ytter, Terje</creatorcontrib><creatorcontrib>von Hofsten, Claes</creatorcontrib><creatorcontrib>Gillberg, Christopher</creatorcontrib><creatorcontrib>Fernell, Elisabeth</creatorcontrib><title>Visualization and Analysis of Eye Movement Data from Children with Typical and Atypical Development</title><title>Journal of autism and developmental disorders</title><addtitle>J Autism Dev Disord</addtitle><addtitle>J Autism Dev Disord</addtitle><description>Looking at other children’s interactions provides rich learning opportunities for a small child. How children with autism look at other children is largely unknown. Using eye tracking, we studied gaze performance in children with autism and neurotypical comparison children while they were watching videos of semi-naturalistic social interactions between young children. Using a novel, bottom-up approach we identified event-related measures that distinguished between groups with high accuracy. The observed effects remained in a subset of the total sample matched on IQ, and were replicated across several different stimuli. The described method facilitates the detection of meaningful patterns in complex eye tracking data. Also, the approach significantly improves visualization, which will help investigators understand, illustrate, and generate new hypotheses.</description><subject>Algorithms</subject><subject>Asperger Syndrome - diagnosis</subject><subject>Asperger Syndrome - physiopathology</subject><subject>Attention</subject><subject>Autism</subject><subject>Autism spectrum disorder</subject><subject>Autism Spectrum Disorders</subject><subject>Autistic children</subject><subject>Autistic Disorder - diagnosis</subject><subject>Autistic Disorder - physiopathology</subject><subject>Autistic young children</subject><subject>Behavioral Science and Psychology</subject><subject>Biological and medical sciences</subject><subject>Bottom-up</subject><subject>Child</subject><subject>Child and School Psychology</subject><subject>Child clinical studies</subject><subject>Child Development</subject><subject>Child, Preschool</subject><subject>Children</subject><subject>Comparative Analysis</subject><subject>Comprehension</subject><subject>Computers</subject><subject>Conflict</subject><subject>Developmental disorders</subject><subject>Diagnosis</subject><subject>Exceptional children</subject><subject>Eye</subject><subject>Eye Movements</subject><subject>Eye tracking</subject><subject>Female</subject><subject>Goals</subject><subject>Humans</subject><subject>Infantile autism</subject><subject>Intelligence Quotient</subject><subject>Interaction</subject><subject>Interpersonal Relations</subject><subject>Interpersonal Relationship</subject><subject>Knowledge generation</subject><subject>Learning</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Motor Reactions</subject><subject>Movements</subject><subject>Neurosciences</subject><subject>Original Paper</subject><subject>Pediatrics</subject><subject>Physiological aspects</subject><subject>Psychiatry</subject><subject>Psychological aspects</subject><subject>Psychology</subject><subject>Psychology. 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Psychiatry</subject><subject>Psykiatri</subject><subject>Public Health</subject><subject>Resistance (Psychology)</subject><subject>Scientific visualization</subject><subject>Social dominance</subject><subject>Social hierarchies</subject><subject>Stimuli</subject><subject>Video Technology</subject><subject>Visualization</subject><subject>Visualization (Mental images)</subject><subject>Young Children</subject><issn>0162-3257</issn><issn>1573-3432</issn><issn>1573-3432</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><sourceid>D8T</sourceid><recordid>eNqNk11v0zAUhiMEYqPwA7gARUJIIJHhjzi2b5CqbsDQEBKM3Vque5J6JHGxk47y63GUsq1oQ1MuHJ_zvEc-X0nyFKMDjBB_GzASiGYI0wxzXmToXrKPGacZzSm5n-wjXJCMEsb3kkchnCOEpCDkYbJHKBU4F2w_MWc29Lq2v3VnXZvqdpFOW11vgg2pK9OjDaSf3RoaaLv0UHc6Lb1r0tnS1gsPbXphu2V6ullZo-tR3G0vh7CG2q0G4ePkQanrAE-25yT5_v7odPYxO_ny4Xg2PcmMyFGXSVHIQgOiZoFKiTBZzHOuBSvF3AjOJDM8zyWYeVHmUFCGsJQIMJalLDUVgk6SbIwbLmDVz9XK20b7jXLaqq3pR_wDxWgsDP4vX_UrFU1VP_CYRwGK_Jtb-UN7NlXOV6rvFUESs-E570Y8sg0sTKyE1_WOatfT2qWq3FpRzoUQJAZ4tQ3g3c8eQqcaGwzUtW7B9UHhWI7Y0TgKd0EpLTgT7A4opYQTHM9J8uIf9Nz1Po7HSCEuGEFXVKVrULYtXczGDEHVlOY5ypnk_KrYO1QFLcTUXQuljeYd_uAGPn4LaKy5UfB6RxCZDn51le5DUMffvu6yeGSNdyF4KC-7gpEaVkuNq6XiaqlhtdSQ5vPr7bxU_N2lCLzcAjrEDSi9bo0NVxznUnAyzMWzkQNvzaX76BNGsfEx2iQh2zGLvrYCf63qt77uDwAVQe0</recordid><startdate>20131001</startdate><enddate>20131001</enddate><creator>Falck-Ytter, Terje</creator><creator>von Hofsten, Claes</creator><creator>Gillberg, Christopher</creator><creator>Fernell, Elisabeth</creator><general>Springer US</general><general>Springer</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>7SW</scope><scope>BJH</scope><scope>BNH</scope><scope>BNI</scope><scope>BNJ</scope><scope>BNO</scope><scope>ERI</scope><scope>PET</scope><scope>REK</scope><scope>WWN</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>0-V</scope><scope>3V.</scope><scope>7QJ</scope><scope>7RV</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88B</scope><scope>88E</scope><scope>88G</scope><scope>88J</scope><scope>8A4</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ALSLI</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>CJNVE</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HEHIP</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0P</scope><scope>M0R</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>M2O</scope><scope>M2R</scope><scope>M2S</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>PQEDU</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>ACNBI</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>DF2</scope><scope>ZZAVC</scope><scope>F1U</scope></search><sort><creationdate>20131001</creationdate><title>Visualization and Analysis of Eye Movement Data from Children with Typical and Atypical Development</title><author>Falck-Ytter, Terje ; von Hofsten, Claes ; Gillberg, Christopher ; Fernell, Elisabeth</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c840t-98696ae03cd0f9012db47a85f8bc87595c7449ecb6f4e63501990e119f9fa3883</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Algorithms</topic><topic>Asperger Syndrome - diagnosis</topic><topic>Asperger Syndrome - physiopathology</topic><topic>Attention</topic><topic>Autism</topic><topic>Autism spectrum disorder</topic><topic>Autism Spectrum Disorders</topic><topic>Autistic children</topic><topic>Autistic Disorder - diagnosis</topic><topic>Autistic Disorder - physiopathology</topic><topic>Autistic young children</topic><topic>Behavioral Science and Psychology</topic><topic>Biological and medical sciences</topic><topic>Bottom-up</topic><topic>Child</topic><topic>Child and School Psychology</topic><topic>Child clinical studies</topic><topic>Child Development</topic><topic>Child, Preschool</topic><topic>Children</topic><topic>Comparative Analysis</topic><topic>Comprehension</topic><topic>Computers</topic><topic>Conflict</topic><topic>Developmental disorders</topic><topic>Diagnosis</topic><topic>Exceptional children</topic><topic>Eye</topic><topic>Eye Movements</topic><topic>Eye tracking</topic><topic>Female</topic><topic>Goals</topic><topic>Humans</topic><topic>Infantile autism</topic><topic>Intelligence Quotient</topic><topic>Interaction</topic><topic>Interpersonal Relations</topic><topic>Interpersonal Relationship</topic><topic>Knowledge generation</topic><topic>Learning</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Motor Reactions</topic><topic>Movements</topic><topic>Neurosciences</topic><topic>Original Paper</topic><topic>Pediatrics</topic><topic>Physiological aspects</topic><topic>Psychiatry</topic><topic>Psychological aspects</topic><topic>Psychology</topic><topic>Psychology. 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subjects | Algorithms Asperger Syndrome - diagnosis Asperger Syndrome - physiopathology Attention Autism Autism spectrum disorder Autism Spectrum Disorders Autistic children Autistic Disorder - diagnosis Autistic Disorder - physiopathology Autistic young children Behavioral Science and Psychology Biological and medical sciences Bottom-up Child Child and School Psychology Child clinical studies Child Development Child, Preschool Children Comparative Analysis Comprehension Computers Conflict Developmental disorders Diagnosis Exceptional children Eye Eye Movements Eye tracking Female Goals Humans Infantile autism Intelligence Quotient Interaction Interpersonal Relations Interpersonal Relationship Knowledge generation Learning Male Medical sciences Motor Reactions Movements Neurosciences Original Paper Pediatrics Physiological aspects Psychiatry Psychological aspects Psychology Psychology. Psychoanalysis. Psychiatry Psychopathology. Psychiatry Psykiatri Public Health Resistance (Psychology) Scientific visualization Social dominance Social hierarchies Stimuli Video Technology Visualization Visualization (Mental images) Young Children |
title | Visualization and Analysis of Eye Movement Data from Children with Typical and Atypical Development |
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