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There are large individual differences in arithmetic skills. Although a number of brain-wide association studies have attempted to identify the neural correlates of these individual differences, studies have focused on relatively small sample sizes and have yielded inconsistent results. In the current voxel-based morphometry study, we merged six structural imaging datasets of children and adolescents (from 7.5 to 15 years) whose levels of arithmetic skills were assessed, leading to a combined sample of n = 536. Controlling for individual differences in age, gender, as well as language, and intelligence, we found a unique positive relation between arithmetic skill and gray matter volume in the left inferior frontal gyrus (IFG) and middle temporal gyrus (MTG). Our results suggest that individual differences in arithmetic skills are associated with structural differences in left fronto-temporal areas, rather than in regions of the parietal cortex and hippocampus that are often associated with arithmetic processing.
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http://dx.doi.org/10.1038/s41539-023-00201-x | DOI Listing |
NPJ Sci Learn
August 2025
Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, USA.
Children with mathematical difficulties (MD) often struggle to connect abstract numerical symbols with corresponding nonsymbolic quantities, a foundational skill for mathematical development. We evaluated a 4-week personalized cross-format number (CFN) tutoring program designed to strengthen these symbolic-nonsymbolic mappings in children with MD aged 7-10 years. CFN tutoring was associated with significant improvements in numerical and arithmetic fluency.
View Article and Find Full Text PDFProc Natl Acad Sci U S A
August 2025
Centre de Recherche en Neurosciences de Lyon, INSERM U1028 - CNRS UMR5292, Université de Lyon 1, Bron 69500, France.
Parental skills are among the most powerful predictors of children's outcomes. While distal genetic and environmental pathways likely contribute to skill transmission within families, much less is known about the proximal neural markers that support the transmission of cognitive functioning from parents to children. It is also unclear whether brain similarity between parents and children predicts similarity in cognitive skills.
View Article and Find Full Text PDFDev Psychol
August 2025
Department of Psychological and Brain Sciences, Indiana University-Bloomington.
Spatial skills in early childhood are key predictors of mathematical achievement. Previous studies have found that training mental rotation can transfer to arithmetic skills; however, some studies have failed to replicate this transfer effect, or observed transfer effects only in certain types of arithmetic problems. Even in studies where transfer effects were observed, the underlying mechanisms of this transfer have not been explored.
View Article and Find Full Text PDFJ Exp Child Psychol
December 2025
Department of Educational Psychology, University of Wisconsin - Madison, Madison, WI, USA.
Fractions knowledge is widely recognized as a key building block for developing mathematical competence. However, many children face difficulties learning fractions. Recognizing these challenges, researchers have sought potential leverage points to enhance children's fraction learning.
View Article and Find Full Text PDFR Soc Open Sci
July 2025
Centre for Mathematical Cognition, Department of Mathematics Education, Loughborough University, Loughborough, UK.
Arithmetic and the ability to use numbers are important skills. Numbers can be represented in three ways: through number words, Arabic symbols or non-symbolically. Much research attention has focused on how associations form between these three numerical representations.
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