{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,31]],"date-time":"2022-03-31T06:26:29Z","timestamp":1648707989288},"reference-count":52,"publisher":"Walter de Gruyter GmbH","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,1,1]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Classically, the assessment of reading disabilities is based on the accuracy for word and nonword reading, as well as on the accuracy or sensibility measures (such as d\u2032) for phonological awareness tasks. Recent studies indicate that in terms of phonological awareness results, the response time is a more accurate indicator than sensibility measures (such as d\u2032), thus providing an important measure explaining some of the differences between good and poor readers. This article explores the discriminative capability of phonological awareness task time (PATT) in reading disability assessment.<\/jats:p><jats:p>One hundred and eighty-six children were tested using conventional tasks, specifically word reading, nonword reading, and phonological awareness tasks. The word and nonword accuracy and PATT were used to train self-organizing maps (SOM) to classify children into three distinct groups.<\/jats:p><jats:p>Phonological awareness response time provides a powerful discriminative measure.<\/jats:p><jats:p>Our results indicate that the PATT constitutes a useful selective measure, particularly in the third and fourth grades when classical variables such as word and nonword reading accuracy lose their discriminative capabilities. Also, the use of SOM to classify children\u2019s reading abilities can successfully categorize children and capture meaningful measures such as the lexicality effect.<\/jats:p>","DOI":"10.1515\/ijdhd-2012-0112","type":"journal-article","created":{"date-parts":[[2013,1,18]],"date-time":"2013-01-18T09:19:34Z","timestamp":1358500774000},"source":"Crossref","is-referenced-by-count":1,"title":["The relationship between phonological awareness time and reading abilities: an assessment using self-organizing maps"],"prefix":"10.1515","volume":"12","author":[{"given":"Ana","family":"Sucena","sequence":"first","affiliation":[]},{"given":"Jo\u00e3o Falc\u00e3o","family":"Carneiro","sequence":"additional","affiliation":[]},{"given":"Ana Paula","family":"Vale","sequence":"additional","affiliation":[]},{"given":"Fernanda 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leitura Reflex","volume":"14","author":"Cardoso","year":"2001"},{"key":"ref201","article-title":"MO editors Predicting stock prices using a hybrid Kohonen self organizing map th Annual Hawaii International Conference on System Hawaii","author":"Afolabi","year":"2007","journal-title":"Sciences"},{"key":"ref331","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1080\/10888430903162878","article-title":"Double Dissociation between reading and spelling deficits","volume":"13","author":"Moll","year":"2009","journal-title":"Sci Stud Read"},{"key":"ref41","article-title":"Pr\u00e9valence des troubles d apprentissages du langage \u00e9crit en d\u00e9but de scolarit\u00e9 impact du milieu socio\u00e9conomique dans zones d \u00e9ducations distinctes","volume":"15","author":"Fluss","year":"2008","journal-title":"Arch"},{"key":"ref351","first-page":"360","article-title":"effect in reading : some consequences of individual differences in the acquisition of literacy","volume":"21","author":"Stanovich","year":"1986","journal-title":"Res"},{"key":"ref161","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1016\/S0010-0277(97)00005-X","article-title":"The impact of orthographic consistency on dyslexia a comparison","author":"Landerl","year":"1997","journal-title":"English Cognition"},{"key":"ref301","article-title":"State of dyslexia Foresight Mental Capital and Project The Government Office for Available at http www bis gov uk assets foresight docs mental capital sr mcw pdf","author":"Snowling","year":"2008","journal-title":"science review Science"},{"key":"ref91","article-title":"State of New technologies and interventions for learning difficulties : dyslexia in Finnish as a case study Foresight Mental Capital and Wellbeing Project : The Government Office for Available at http www bis gov uk assets foresight docs mental capital sr","volume":"12","author":"Lyytinen","year":"2008","journal-title":"science review 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Bull"},{"key":"ref261","first-page":"51","article-title":"The influence of ortographic consistency on reading development : word recognition in children","author":"Wimmer","year":"1994","journal-title":"English Cognition"},{"key":"ref531","first-page":"67","article-title":"Levels of phonological awareness In editor Phonological processes in literacy : a tribute to Isabelle Liberman Associates","author":"Treiman","year":"1991"},{"key":"ref491","first-page":"04","article-title":"editors School children dyslexia analysis using self organizing maps in Medicine and Biology th Annual International Conference of the San CA","author":"Nov\u00e1k","year":"2004","journal-title":"Engineering Society IEEE USA"},{"key":"ref451","doi-asserted-by":"crossref","DOI":"10.1109\/5.58325","article-title":"Self organizing maps","author":"Kohonen","year":"1990","journal-title":"Proc IEEE"},{"key":"ref511","first-page":"490","article-title":"Developing prognosis tools to identify learning difficulties in 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