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Distinct neural representational changes following cross-format number tutoring in children with mathematical
Yunji Park1, Yuan Zhang2, Flora Schwartz3
1Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, USA. yunjip@stanford.edu.
NPJ Science of Learning
|August 13, 2025
Summary
Personalized tutoring improved math skills in children with mathematical difficulties (MD) by strengthening number symbol connections. Brain scans showed normalized neural patterns, indicating effective, skill-based learning.
Area of Science:
- Neuroscience
- Developmental Psychology
- Educational Psychology
Background:
- Children with mathematical difficulties (MD) often struggle with symbolic-nonsymbolic quantity representation.
- This foundational skill is crucial for mathematical development and fluency.
Purpose of the Study:
- To evaluate a 4-week personalized cross-format number (CFN) tutoring program for children with MD.
- To investigate the impact of CFN tutoring on numerical and arithmetic fluency.
- To examine neural changes using neural representational similarity (NRS) analysis.
Main Methods:
- A 4-week personalized cross-format number (CFN) tutoring program was administered to children aged 7-10 with MD.
- Numerical and arithmetic fluency were assessed before and after tutoring.
- Neural representational similarity (NRS) analysis was used to compare brain activity patterns.
Main Results:
- CFN tutoring led to significant improvements in numerical and arithmetic fluency in children with MD.
- Deficient cross-format NRS in children with MD was normalized post-tutoring, matching typically-developing (TD) peers.
- Neural plasticity patterns differed: MD children showed increased NRS, while TD children showed decreased NRS.
Conclusions:
- Personalized CFN tutoring is an effective intervention for improving math skills in children with MD.
- Tutoring normalizes neural representations of numerical quantities, particularly in parietal and parahippocampal regions.
- Evidence suggests a nonlinear, skill-dependent neural plasticity in response to targeted interventions.
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