Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem Solving

The practice of mathematical word problem is ubiquitous and thought to impact academic achievement. However, the underlying neural mechanisms are still poorly understood. In this study, we investigate how lexical consistency of word problem description is modulated in adults' brain responses du...

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Main Authors: Chan-Tat Ng, Tzu-Chen Lung, Ting-Ting Chang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2021.631438/full
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spelling doaj-b3e68206b4ce48fa825dad0a7b941fc22021-03-10T04:43:20ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612021-03-011510.3389/fnhum.2021.631438631438Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem SolvingChan-Tat Ng0Tzu-Chen Lung1Ting-Ting Chang2Ting-Ting Chang3Department of Psychology, National Chengchi University, Taipei, TaiwanCenter for Vital Longevity, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, TX, United StatesDepartment of Psychology, National Chengchi University, Taipei, TaiwanResearch Center for Mind, Brain, and Learning, National Chengchi University, Taipei, TaiwanThe practice of mathematical word problem is ubiquitous and thought to impact academic achievement. However, the underlying neural mechanisms are still poorly understood. In this study, we investigate how lexical consistency of word problem description is modulated in adults' brain responses during word problem solution. Using functional magnetic resonance imaging methods, we examined compare word problems that included relational statements, such as “A dumpling costs 9 dollars. A wonton is 2 dollars less than a dumpling. How much does a wonton cost?” and manipulated lexical consistency (consistent: the relational term consistent with the operation to be performed, e.g., more—addition/inconsistent: e.g., less—addition) and problem operation (addition/subtraction). We found a consistency by operation interaction in the widespread fronto-insular-parietal activations, including the anterior insula, dorsoanterior cingulate cortex, middle frontal gyrus, and intraparietal sulcus, such that inconsistent problems engaged stronger activations than consistent problems for addition, whereas the consistency effect was inverse for subtraction. Critically, these results were more salient in the less successful problem solvers than their more successful peers. Our study is the first to demonstrate that lexical consistency effects on arithmetic neural networks are modulated during reading word problem that required distinct arithmetic operations. More broadly, our study has strong potentials to add linkage between neuroscience and education by remediating deficits and enhance instruction design in the school curriculum.https://www.frontiersin.org/articles/10.3389/fnhum.2021.631438/fullmathematical problem solvingnumerical processingword problemfMRIprefrontal cortexposterior parietal cortex
collection DOAJ
language English
format Article
sources DOAJ
author Chan-Tat Ng
Tzu-Chen Lung
Ting-Ting Chang
Ting-Ting Chang
spellingShingle Chan-Tat Ng
Tzu-Chen Lung
Ting-Ting Chang
Ting-Ting Chang
Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem Solving
Frontiers in Human Neuroscience
mathematical problem solving
numerical processing
word problem
fMRI
prefrontal cortex
posterior parietal cortex
author_facet Chan-Tat Ng
Tzu-Chen Lung
Ting-Ting Chang
Ting-Ting Chang
author_sort Chan-Tat Ng
title Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem Solving
title_short Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem Solving
title_full Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem Solving
title_fullStr Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem Solving
title_full_unstemmed Operation-Specific Lexical Consistency Effect in Fronto-Insular-Parietal Network During Word Problem Solving
title_sort operation-specific lexical consistency effect in fronto-insular-parietal network during word problem solving
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2021-03-01
description The practice of mathematical word problem is ubiquitous and thought to impact academic achievement. However, the underlying neural mechanisms are still poorly understood. In this study, we investigate how lexical consistency of word problem description is modulated in adults' brain responses during word problem solution. Using functional magnetic resonance imaging methods, we examined compare word problems that included relational statements, such as “A dumpling costs 9 dollars. A wonton is 2 dollars less than a dumpling. How much does a wonton cost?” and manipulated lexical consistency (consistent: the relational term consistent with the operation to be performed, e.g., more—addition/inconsistent: e.g., less—addition) and problem operation (addition/subtraction). We found a consistency by operation interaction in the widespread fronto-insular-parietal activations, including the anterior insula, dorsoanterior cingulate cortex, middle frontal gyrus, and intraparietal sulcus, such that inconsistent problems engaged stronger activations than consistent problems for addition, whereas the consistency effect was inverse for subtraction. Critically, these results were more salient in the less successful problem solvers than their more successful peers. Our study is the first to demonstrate that lexical consistency effects on arithmetic neural networks are modulated during reading word problem that required distinct arithmetic operations. More broadly, our study has strong potentials to add linkage between neuroscience and education by remediating deficits and enhance instruction design in the school curriculum.
topic mathematical problem solving
numerical processing
word problem
fMRI
prefrontal cortex
posterior parietal cortex
url https://www.frontiersin.org/articles/10.3389/fnhum.2021.631438/full
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AT tingtingchang operationspecificlexicalconsistencyeffectinfrontoinsularparietalnetworkduringwordproblemsolving
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