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Updated: Feb 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
Statistical learning and spelling: Evidence from an incidental learning experiment with children
Anna Samara1, Daniela Singh1, Elizabeth Wonnacott1
1Division of Psychology and Language Sciences, University College London, United Kingdom.
Seven-year-olds can learn spelling rules (graphotactics) even without redundant cues. This study shows children extract constraints in both word-initial and word-final positions, supporting literacy development.
Area of Science:
- Cognitive Psychology
- Developmental Psychology
- Linguistics
Background:
- Statistical learning, similar to spoken language acquisition, is crucial for literacy, especially spelling.
- Previous research showed 7-year-olds generalize graphotactic rules with redundant cues.
- The current study investigates learning without redundant cues, contrasting word-initial and word-final positions.
Purpose of the Study:
- To determine if 7-year-olds can learn graphotactic constraints without redundant cues.
- To examine sensitivity to restrictions in word-initial versus word-final positions.
- To compare learning in English and Turkish linguistic contexts.
Main Methods:
- Presenting novel word-like stimuli with non-redundant statistical regularities.
- Utilizing incidental learning conditions.
- Assessing generalization of learned constraints in 7-year-old children.
Main Results:
- Seven-year-olds demonstrated significant learning of graphotactic restrictions in both word-initial and word-final positions.
- Learning occurred even in the absence of perfectly correlated, redundant cues.
- Evidence for learning was found in both English and Turkish speakers.
Conclusions:
- Children can extract complex orthographic constraints without redundant information.
- This statistical learning ability is fundamental for spelling development.
- Findings support theories predicting sensitivity to word-final constraints and highlight cross-linguistic similarities.
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