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The Discourse on LGBTQ Coming Out Process in Academic Journals ...
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Predicting Work Engagement with Employees’ Self-Narratives: A Text Mining Approach ...
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Identifying preschool measures most predictive of language outcomes at 11 years in the Early Language in Victoria Study ...
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Abstract:
Language provides a foundation for quality of life and development, but language difficulties, affecting 10% of children, are generally only identified late in childhood. This study aims to identify a parsimonious set of preschool indicators that predict language outcomes, using data from the Early Language in Victoria Study (n=851). Between 8 months and 3 years, parents completed surveys relating to their child and at 11 years the children completed a standardised language assessment. This study uses random forests and SuperLearner machine learning methods to identify which parent-reported questions best predict children’s language skills at 11 years. We hypothesise that gestures, vocabulary, morphosyntax, family history of Language Disorder, socioeconomic status and parent-child interactions predict language outcomes. A short, accurate set of predictors of language outcomes would allow targeted recruitment of participants at risk of persisting language difficulties into intervention studies and could be ...
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Keyword:
Communication Sciences and Disorders; First and Second Language Acquisition; FOS Languages and literature; language development; language disorders; Linguistics; longitudinal studies; machine learning; Medicine and Health Sciences; predictive value of tests; random forests; Social and Behavioral Sciences; SuperLearner
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URL: https://osf.io/nqht7/ https://dx.doi.org/10.17605/osf.io/nqht7
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Semantic dimensions of depressions: a Demonstrative Choice Task ...
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Similarity between person roles in a card sorting experiment ...
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Son of a Biscuit! Self-Construal, Interpersonal Closeness, and Euphemistic Swearwords in Public Apologies ...
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Presuppositions in If-Conditionals: Testing for Asymmetry ...
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Contributions of iconic gesture to concurrent and displaced word learning ...
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How children and adults describe events and their causes ...
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Text 41: Wor Oser Ma Fafyar Bekur Sinan Rumbrawer, Kaset 2 "A Wor Song And The Story About Elder Rumbrawer, 2nd Tape" ...
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FAIRsharing record for: Metadata Encoding and Transmission Standard ... : METS ...
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FAIRsharing record for: Corpus Encoding Standards ... : CES / XCES ...
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Text 62: Kapapar Bepampam, Kaset 3 "Genealogy, 3rd Tape" ...
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Text 46: Fafyar Bekuru Mnu Samber "The Story of the Samber Village" ...
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