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Updated: Nov 2, 2025

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Statistical and sequence learning lead to persistent memory in children after a one-year offline period
Eszter Tóth-Fáber1,2,3, Karolina Janacsek2,3,4, Dezső Németh5,6,7
1Doctoral School of Psychology, ELTE Eötvös Loránd University, Izabella utca 46, 1064, Budapest, Hungary.
Children can remember statistical and serial order patterns for a year. This study shows long-term memory for probability-based and serial order-based regularities is stable in children, supporting skill consolidation models.
Area of Science:
- Cognitive psychology
- Developmental neuroscience
- Skill acquisition
Background:
- Human learning relies on extracting environmental patterns, including statistical and serial order regularities.
- While short-term memory for these regularities is well-studied, long-term retention, especially in children, remains underexplored.
Purpose of the Study:
- To investigate the long-term memory performance of probability-based and serial order-based regularities over a 1-year period in neurotypical children.
- To assess if age influences the retention of these learned patterns in children aged 9-15.
Main Methods:
- A visuomotor four-choice reaction time task was used to assess acquisition of both regularity types simultaneously.
- Participants were tested after a 5-hour delay to control for short-term consolidation and again after a 1-year offline period without practice.
Main Results:
- Children successfully acquired both probability-based and serial order-based regularities.
- Both types of learned knowledge were retained over the 1-year period, independent of the participants' age.
Conclusions:
- The representation of statistical and serial order regularities is stable over extended periods in children.
- Findings provide indirect support for the developmental invariance model of skill consolidation, suggesting robust long-term memory for learned patterns.
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