Sleep patterns predictive of daytime challenging behavior in individuals with low?functioning autism / Simonne COHEN in Autism Research, 11-2 (February 2018)  

Public ISBD [article]  inAutism Research > 11-2 (February 2018) . - p.391-403 Titre : Sleep patterns predictive of daytime challenging behavior in individuals with low?functioning autism Type de document : Texte imprimé et/ou numérique Auteurs : Simonne COHEN, Auteur ; Ben D. FULCHER, Auteur ; Shantha M. W. RAJARATNAM, Auteur ; Russell CONDUIT, Auteur ; Jason P. SULLIVAN, Auteur ; Melissa A. St HILAIRE, Auteur ; Andrew J. K. PHILLIPS, Auteur ; Tobias LODDENKEMPER, Auteur ; Sanjeev V. KOTHARE, Auteur ; Kelly MCCONNELL, Auteur ; Paula BRAGA?KENYON, Auteur ; William H. AHEARN, Auteur ; Andrew SHLESINGER, Auteur ; Jacqueline POTTER, Auteur ; Frank BIRD, Auteur ; Kim CORNISH, Auteur ; Steven W. LOCKLEY, Auteur Année de publication : 2018 Article en page(s) : p.391-403 Langues : Anglais (eng) Index. décimale : PER Périodiques Résumé : Increased severity of problematic daytime behavior has been associated with poorer sleep quality in individuals with autism spectrum disorder. In this work, we investigate whether this relationship holds in a real?time setting, such that an individual's prior sleep can be used to predict their subsequent daytime behavior. We analyzed an extensive real?world dataset containing over 20,000 nightly sleep observations matched to subsequent challenging daytime behaviors (aggression, self?injury, tantrums, property destruction and a challenging behavior index) across 67 individuals with low?functioning autism living in two U.S. residential facilities. Using support vector machine classifiers, a statistically significant predictive relationship was found in 81% of individuals studied (P? En ligne : https://doi.org/10.1002/aur.1899 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=334 [article] Sleep patterns predictive of daytime challenging behavior in individuals with low?functioning autism [Texte imprimé et/ou numérique] / Simonne COHEN, Auteur ; Ben D. FULCHER, Auteur ; Shantha M. W. RAJARATNAM, Auteur ; Russell CONDUIT, Auteur ; Jason P. SULLIVAN, Auteur ; Melissa A. St HILAIRE, Auteur ; Andrew J. K. PHILLIPS, Auteur ; Tobias LODDENKEMPER, Auteur ; Sanjeev V. KOTHARE, Auteur ; Kelly MCCONNELL, Auteur ; Paula BRAGA?KENYON, Auteur ; William H. AHEARN, Auteur ; Andrew SHLESINGER, Auteur ; Jacqueline POTTER, Auteur ; Frank BIRD, Auteur ; Kim CORNISH, Auteur ; Steven W. LOCKLEY, Auteur . - 2018 . - p.391-403. Langues : Anglais (eng) in Autism Research > 11-2 (February 2018) . - p.391-403 Index. décimale : PER Périodiques Résumé : Increased severity of problematic daytime behavior has been associated with poorer sleep quality in individuals with autism spectrum disorder. In this work, we investigate whether this relationship holds in a real?time setting, such that an individual's prior sleep can be used to predict their subsequent daytime behavior. We analyzed an extensive real?world dataset containing over 20,000 nightly sleep observations matched to subsequent challenging daytime behaviors (aggression, self?injury, tantrums, property destruction and a challenging behavior index) across 67 individuals with low?functioning autism living in two U.S. residential facilities. Using support vector machine classifiers, a statistically significant predictive relationship was found in 81% of individuals studied (P? En ligne : https://doi.org/10.1002/aur.1899 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=334

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