Literature DB >> 21974775

Statistical learning is related to reading ability in children and adults.

Joanne Arciuli1, Ian C Simpson.   

Abstract

There is little empirical evidence showing a direct link between a capacity for statistical learning (SL) and proficiency with natural language. Moreover, discussion of the role of SL in language acquisition has seldom focused on literacy development. Our study addressed these issues by investigating the relationship between SL and reading ability in typically developing children and healthy adults. We tested SL using visually presented stimuli within a triplet learning paradigm and examined reading ability by administering the Wide Range Achievement Test (WRAT-4; Wilkinson & Robertson, 2006). A total of 38 typically developing children (mean age of 9;5 years, range 6;4-12;5) and 37 healthy adults (mean age of 21 years, range 18-34) were assessed. In children, SL was significantly related to reading ability. Importantly, this relationship was independent of grade and also age. The adult data, too, revealed that SL was significantly related to reading ability. A regression analysis of the combined child and adult data revealed that SL accounted for a unique amount of variance in reading ability, after age and attention had been taken into consideration. For the first time, this study provides empirical evidence that a capacity for more effective SL is related to higher reading ability in the general population.
Copyright © 2011 Cognitive Science Society, Inc.

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Year:  2011        PMID: 21974775     DOI: 10.1111/j.1551-6709.2011.01200.x

Source DB:  PubMed          Journal:  Cogn Sci        ISSN: 0364-0213


  61 in total

1.  Visual statistical learning is related to natural language ability in adults: An ERP study.

Authors:  Jerome Daltrozzo; Samantha N Emerson; Joanne Deocampo; Sonia Singh; Marjorie Freggens; Lee Branum-Martin; Christopher M Conway
Journal:  Brain Lang       Date:  2017-01-10       Impact factor: 2.381

2.  Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques.

Authors:  Julie M Schneider; Anqi Hu; Jennifer Legault; Zhenghan Qi
Journal:  J Vis Exp       Date:  2020-06-30       Impact factor: 1.355

3.  The role of cross-modal associations in statistical learning.

Authors:  Arit Glicksohn; Asher Cohen
Journal:  Psychon Bull Rev       Date:  2013-12

4.  Statistical Learning is Associated with Autism Symptoms and Verbal Abilities in Young Children with Autism.

Authors:  Rebecca M Jones; Thaddeus Tarpey; Amarelle Hamo; Caroline Carberry; Gijs Brouwer; Catherine Lord
Journal:  J Autism Dev Disord       Date:  2018-10

5.  Linguistic entrenchment: Prior knowledge impacts statistical learning performance.

Authors:  Noam Siegelman; Louisa Bogaerts; Amit Elazar; Joanne Arciuli; Ram Frost
Journal:  Cognition       Date:  2018-04-26

6.  Statistical Learning, Letter Reversals, and Reading.

Authors:  Rebecca Treiman; Jessica Gordon; Richard Boada; Robin L Peterson; Bruce F Pennington
Journal:  Sci Stud Read       Date:  2014

Review 7.  Towards a theory of individual differences in statistical learning.

Authors:  Noam Siegelman; Louisa Bogaerts; Morten H Christiansen; Ram Frost
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

8.  Field tests of learning principles to support pedagogy: Overlap and variability jointly affect sound/letter acquisition in first graders.

Authors:  Bob McMurray; Tanja C Roembke; Eliot Hazeltine
Journal:  J Cogn Dev       Date:  2018-10-17

9.  Atypical predictive processing during visual statistical learning in children with developmental dyslexia: an event-related potential study.

Authors:  Sonia Singh; Anne M Walk; Christopher M Conway
Journal:  Ann Dyslexia       Date:  2018-06-15

10.  Implicit Learning of Written Regularities and Its Relation to Literacy Acquisition in a Shallow Orthography.

Authors:  Luciana Nigro; Gracia Jiménez-Fernández; Ian C Simpson; Sylvia Defior
Journal:  J Psycholinguist Res       Date:  2015-10
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