Literature DB >> 30120447

Individual and Developmental Differences in Distributional Learning.

Jessica Hall1, Amanda J Owen Van Horne2, Karla K McGregor1,3, Thomas A Farmer1.   

Abstract

Purpose: This study examined whether children and adults with developmental language disorder (DLD) could use distributional information in an artificial language to learn about grammatical category membership similarly to their typically developing (TD) peers and whether developmental differences existed within and between DLD and TD groups. Method: Sixteen children ages 7-9 with DLD, 26 age-matched TD children, 17 college students with DLD, and 17 TD college students participated in this task. We used an artificial grammar learning paradigm in which participants had to use knowledge of category membership to determine the acceptability of test items that they had not heard during a training phase.
Results: Individuals with DLD performed similarly to TD peers in distinguishing grammatical from ungrammatical combinations, with no differences between age groups. The order in which items were heard at test differentially affected child versus adult participants and showed a relation with attention and phonological working memory as well.
Conclusion: Differences in ratings between grammatical and ungrammatical items in this task suggest that individuals with DLD can form grammatical categories from novel input and more broadly use distributional information. Differences in order effects suggest a developmental timeline for sensitivity to updating distributional information.

Entities:  

Mesh:

Year:  2018        PMID: 30120447      PMCID: PMC6198911          DOI: 10.1044/2018_LSHSS-STLT1-17-0134

Source DB:  PubMed          Journal:  Lang Speech Hear Serv Sch        ISSN: 0161-1461            Impact factor:   2.983


  51 in total

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2.  Subcategory learning in normal and language learning-disabled adults: how much information do they need?

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Journal:  Cogn Sci       Date:  2012-11-05

4.  Individual Differences in Statistical Learning Predict Children's Comprehension of Syntax.

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Journal:  Child Dev       Date:  2015-10-28

5.  Statistical Learning in Specific Language Impairment: A Meta-Analysis.

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Journal:  J Speech Lang Hear Res       Date:  2017-12-20       Impact factor: 2.297

6.  Complementary learning systems within the hippocampus: a neural network modelling approach to reconciling episodic memory with statistical learning.

Authors:  Anna C Schapiro; Nicholas B Turk-Browne; Matthew M Botvinick; Kenneth A Norman
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

7.  Diagnostic accuracy of the structured photographic expressive language test: third edition (SPELT-3).

Authors:  Kristen Perona; Elena Plante; Rebecca Vance
Journal:  Lang Speech Hear Serv Sch       Date:  2005-04       Impact factor: 2.983

8.  Input Subject Diversity Accelerates the Growth of Tense and Agreement: Indirect Benefits From a Parent-Implemented Intervention.

Authors:  Pamela A Hadley; Matthew Rispoli; Janet K Holt
Journal:  J Speech Lang Hear Res       Date:  2017-09-18       Impact factor: 2.297

9.  Are specific language impairment and dyslexia distinct disorders?

Authors:  Hugh W Catts; Suzanne M Adlof; Tiffany P Hogan; Susan Ellis Weismer
Journal:  J Speech Lang Hear Res       Date:  2005-12       Impact factor: 2.297

10.  Sensitivity to word order cues by normal and language/learning disabled adults.

Authors:  Elena Plante; Rebecca Gomez; LouAnn Gerken
Journal:  J Commun Disord       Date:  2002 Sep-Oct       Impact factor: 2.288

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  3 in total

1.  Deficits in the Use of Verb Bias Information in Real-Time Processing by College Students With Developmental Language Disorder.

Authors:  Jessica E Hall; Amanda Owen Van Horne; Karla K McGregor; Thomas A Farmer
Journal:  J Speech Lang Hear Res       Date:  2019-02-26       Impact factor: 2.297

2.  Individual Differences in Verb Bias Sensitivity in Children and Adults With Developmental Language Disorder.

Authors:  Jessica E Hall; Amanda Owen Van Horne; Thomas A Farmer
Journal:  Front Hum Neurosci       Date:  2019-11-19       Impact factor: 3.169

3.  Toddlers' Ability to Leverage Statistical Information to Support Word Learning.

Authors:  Erica M Ellis; Arielle Borovsky; Jeffrey L Elman; Julia L Evans
Journal:  Front Psychol       Date:  2021-04-09
  3 in total

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