Jie Liu, Zhifeng Li, Jiawang Yang, Hao He, Fang Cui
{"title":"The neurocognitive mechanism underlying math avoidance among math anxious people.","authors":"Jie Liu, Zhifeng Li, Jiawang Yang, Hao He, Fang Cui","doi":"10.1038/s41539-025-00343-0","DOIUrl":null,"url":null,"abstract":"<p><p>This study explores the cognitive and neural mechanisms underlying math avoidance in individuals with high math anxiety (HMA), a pattern contributing to reduced practice and poor performance. Using an approach-avoid conflict paradigm and both general linear mixed model and Hierarchical Drift Diffusion Model (HDDM) regression analyses, we found their avoidance behavior is primarily driven by heightened sensitivity to task difficulty, rather than reward sensitivity. Task difficulty sensitivity also mediated the link between math anxiety and avoidance tendency. Neuroimaging revealed distinct activation in the ventral valuation network (e.g., nucleus accumbens, hippocampus) and cognitive control regions (e.g., precuneus, mid-cingulate cortex, temporo-parietal junction) in HMA individuals. Functional connectivity among these regions effectively distinguished HMA from low math anxiety participants. Additionally, activations in the hippocampus, mid-cingulate cortex, and posterior insula mediated the relationship between math anxiety and avoidance. These findings highlight the cognitive and neural bases of math avoidance and may inform targeted interventions.</p>","PeriodicalId":48503,"journal":{"name":"npj Science of Learning","volume":"10 1","pages":"50"},"PeriodicalIF":3.0000,"publicationDate":"2025-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12318014/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"npj Science of Learning","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1038/s41539-025-00343-0","RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0
Abstract
This study explores the cognitive and neural mechanisms underlying math avoidance in individuals with high math anxiety (HMA), a pattern contributing to reduced practice and poor performance. Using an approach-avoid conflict paradigm and both general linear mixed model and Hierarchical Drift Diffusion Model (HDDM) regression analyses, we found their avoidance behavior is primarily driven by heightened sensitivity to task difficulty, rather than reward sensitivity. Task difficulty sensitivity also mediated the link between math anxiety and avoidance tendency. Neuroimaging revealed distinct activation in the ventral valuation network (e.g., nucleus accumbens, hippocampus) and cognitive control regions (e.g., precuneus, mid-cingulate cortex, temporo-parietal junction) in HMA individuals. Functional connectivity among these regions effectively distinguished HMA from low math anxiety participants. Additionally, activations in the hippocampus, mid-cingulate cortex, and posterior insula mediated the relationship between math anxiety and avoidance. These findings highlight the cognitive and neural bases of math avoidance and may inform targeted interventions.