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Updated: Jul 5, 2026

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Foil type modulates developmental changes in statistical learning across childhood to adulthood.
Fei Liang1,2, Yimeng Zhu1,2, Ruihua Li1,2
1State Key Laboratory of Cognitive Science and Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China.
Children and adults quickly learn statistical patterns in speech. However, adults show better performance in distinguishing real words from similar-sounding incorrect words, indicating distinct developmental paths for cognitive and metacognitive skills.
Area of Science:
- Cognitive Science
- Developmental Psychology
- Linguistics
Background:
- Statistical learning (SL) is crucial for language acquisition and cognitive development.
- The developmental trajectory of SL from childhood to adulthood is not well understood.
Purpose of the Study:
- To investigate the developmental changes in auditory statistical learning from childhood to adulthood.
- To examine how different types of foils (nonword vs. partword) affect SL performance across age groups.
Main Methods:
- An auditory statistical learning task was administered to school-aged children and young adults.
- Participants listened to a continuous speech stream and then completed a recognition test.
- Performance was analyzed based on foil type and confidence judgments.
Main Results:
- Both children and adults rapidly extracted statistical regularities and segmented words.
- Grade 5 children outperformed younger children on nonword foils.
- Adults outperformed children on partword foils, showing enhanced metacognitive sensitivity.
Conclusions:
- Foil type is critical for revealing developmental changes in statistical learning.
- Cognitive and metacognitive processes in SL mature differentially across development.
- Adults exhibit a more refined ability to distinguish learned patterns from similar distractors.
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