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Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
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Perceptual statistical learning over one week in child speech production.
Peter T Richtsmeier1, Lisa Goffman2
1Department of Communication Sciences and Disorders, Oklahoma State University, United States.
Journal of Communication Disorders
|June 30, 2017
Summary
Statistical learning shows modest impact on children's speech sound accuracy. Other factors, like learning through production, are more significant for speech development.
Area of Science:
- Child language acquisition
- Cognitive psychology
- Speech-language pathology
Background:
- Speech sound development involves gradually increasing accuracy during childhood.
- Statistical learning is a potential cognitive mechanism, studied more in infant perception than child speech production.
- Understanding these mechanisms is crucial for addressing speech sound disorders.
Purpose of the Study:
- To assess the relevance of statistical learning to the development of speech accuracy in young children.
- To investigate how statistical learning contributes to the trajectory of speech sound development.
- To compare the effects of statistical learning with other known factors in speech development.
Main Methods:
- A statistical learning experiment was conducted with four- and five-year-old children over one week.
- Children were familiarized with and tested on word-medial consonant sequences in novel words.
- Learning was assessed by analyzing the accuracy of consonant sequence production.
Main Results:
- Modest evidence for statistical learning was found, primarily in the initial productions within the first session.
- The observed learning effect was comparable to estimates of weekly accuracy growth from normative data.
- The findings suggest that statistical learning plays a limited role compared to other factors.
Conclusions:
- Statistical learning has a modest influence on the development of speech sound accuracy in four- and five-year-olds.
- Learning through speech production appears to be a more significant factor in speech sound development.
- Further research should explore the interplay of various learning mechanisms in child speech acquisition.
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