Literature DB >> 21884315

How does a child solve 7 + 8? Decoding brain activity patterns associated with counting and retrieval strategies.

Soohyun Cho1, Srikanth Ryali, David C Geary, Vinod Menon.   

Abstract

Cognitive development and learning are characterized by diminished reliance on effortful procedures and increased use of memory-based problem solving. Here we identify the neural correlates of this strategy shift in 7-9-year-old children at an important developmental period for arithmetic skill acquisition. Univariate and multivariate approaches were used to contrast brain responses between two groups of children who relied primarily on either retrieval or procedural counting strategies. Children who used retrieval strategies showed greater responses in the left ventrolateral prefrontal cortex; notably, this was the only brain region which showed univariate differences in signal intensity between the two groups. In contrast, multivariate analysis revealed distinct multivoxel activity patterns in bilateral hippocampus, posterior parietal cortex and left ventrolateral prefrontal cortex regions between the two groups. These results demonstrate that retrieval and counting strategies during early learning are characterized by distinct patterns of activity in a distributed network of brain regions involved in arithmetic problem solving and controlled retrieval of arithmetic facts. Our findings suggest that the reorganization and refinement of neural activity patterns in multiple brain regions plays a dominant role in the transition to memory-based arithmetic problem solving. Our findings further demonstrate how multivariate approaches can provide novel insights into fine-scale developmental changes in the brain. More generally, our study illustrates how brain imaging and developmental research can be integrated to investigate fundamental aspects of neurocognitive development.
© 2011 Blackwell Publishing Ltd.

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Year:  2011        PMID: 21884315      PMCID: PMC3193275          DOI: 10.1111/j.1467-7687.2011.01055.x

Source DB:  PubMed          Journal:  Dev Sci        ISSN: 1363-755X


  58 in total

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Authors:  Beatriz Luna; Krista E Garver; Trinity A Urban; Nicole A Lazar; John A Sweeney
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Review 4.  Left ventrolateral prefrontal cortex and the cognitive control of memory.

Authors:  David Badre; Anthony D Wagner
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5.  Developmental changes in mental arithmetic: evidence for increased functional specialization in the left inferior parietal cortex.

Authors:  S M Rivera; A L Reiss; M A Eckert; V Menon
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Review 6.  Decoding mental states from brain activity in humans.

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Journal:  Nat Rev Neurosci       Date:  2006-07       Impact factor: 34.870

7.  A rational account of memory predicts left prefrontal activation during controlled retrieval.

Authors:  Jared F Danker; Pat Gunn; John R Anderson
Journal:  Cereb Cortex       Date:  2008-03-04       Impact factor: 5.357

8.  An introduction to kernel-based learning algorithms.

Authors:  K R Müller; S Mika; G Rätsch; K Tsuda; B Schölkopf
Journal:  IEEE Trans Neural Netw       Date:  2001

9.  Standardized assessment of strategy use and working memory in early mental arithmetic performance.

Authors:  Sarah S Wu; Meghan L Meyer; Uta Maeda; Valorie Salimpoor; Sylvia Tomiyama; David C Geary; Vinod Menon
Journal:  Dev Neuropsychol       Date:  2008       Impact factor: 2.253

Review 10.  The medial temporal lobe.

Authors:  Larry R Squire; Craig E L Stark; Robert E Clark
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  29 in total

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Journal:  Dev Cogn Neurosci       Date:  2011-11-29       Impact factor: 6.464

2.  Time-Resolved and Spatio-Temporal Analysis of Complex Cognitive Processes and their Role in Disorders like Developmental Dyscalculia.

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3.  Neural predictors of individual differences in response to math tutoring in primary-grade school children.

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4.  Hippocampal-prefrontal engagement and dynamic causal interactions in the maturation of children's fact retrieval.

Authors:  Soohyun Cho; Arron W S Metcalfe; Christina B Young; Srikanth Ryali; David C Geary; Vinod Menon
Journal:  J Cogn Neurosci       Date:  2012-05-23       Impact factor: 3.225

5.  Strategy over operation: neural activation in subtraction and multiplication during fact retrieval and procedural strategy use in children.

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6.  The codevelopment of skill at and preference for use of retrieval-based processes for solving addition problems: individual and sex differences from first to sixth grades.

Authors:  Drew H Bailey; Andrew Littlefield; David C Geary
Journal:  J Exp Child Psychol       Date:  2012-06-15

7.  Mathematical Cognition Deficits in Children With Learning Disabilities and Persistent Low Achievement: A Five-Year Prospective Study.

Authors:  David C Geary; Mary K Hoard; Lara Nugent; Drew H Bailey
Journal:  J Educ Psychol       Date:  2012-02

8.  Brain organization underlying superior mathematical abilities in children with autism.

Authors:  Teresa Iuculano; Miriam Rosenberg-Lee; Kaustubh Supekar; Charles J Lynch; Amirah Khouzam; Jennifer Phillips; Lucina Q Uddin; Vinod Menon
Journal:  Biol Psychiatry       Date:  2013-08-15       Impact factor: 13.382

9.  Developmental dissociation in the neural responses to simple multiplication and subtraction problems.

Authors:  Jérôme Prado; Rachna Mutreja; James R Booth
Journal:  Dev Sci       Date:  2014-07

10.  Reconfiguration of parietal circuits with cognitive tutoring in elementary school children.

Authors:  Dietsje Jolles; Kaustubh Supekar; Jennifer Richardson; Caitlin Tenison; Sarit Ashkenazi; Miriam Rosenberg-Lee; Lynn Fuchs; Vinod Menon
Journal:  Cortex       Date:  2016-08-13       Impact factor: 4.027

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