Evidence map›Paper›PMID 40753170›Full record

ArticleNPJ science of learning2025

The neurocognitive mechanism underlying math avoidance among math anxious people.

Jie Liu, Zhifeng Li, Jiawang Yang, Hao He, Fang Cui

Abstract read
In one paragraph

Article in NPJ science of learning, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jie LiuSchool of Psychology, Shenzhen University, Shenzhen, China.
Zhifeng LiSchool of Psychology, Shenzhen University, Shenzhen, China.
Jiawang YangInstitute of Psychology, CAS Key Laboratory of Behavioral Science, Chinese Academy of Sciences, Beijing, China.
Hao HeSchool of Education, Guangdong University of Foreign Studies South China Business College, Guangzhou, China.
Fang CuiSchool of Psychology, Shenzhen University, Shenzhen, China. cuifang0826@gmail.com.

Funding

the National Natural Science Foundation of China 32171013the Science and Technology Innovation Commission of Shenzhen JCYJ20210308103903001the Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions 2024SHIBS0004
6 · The paper itself

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.

Identifiers

PMID40753170
PMCPMC12318014

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.