Evidence map›Paper›PMID 42496911›Full record

ArticleExperimental brain research2026

Baseline mathematical aptitude attenuates group differences in posterior P300 during arithmetic verification in high school athletes.

Chia-Chi Hsu, Hui-Yu Hsu, Tsu-Jen Ding, Chen-Yu Yao, Zai-Fu Yao

Abstract read
In one paragraph

Article in Experimental brain research, 2026. 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Chia-Chi HsuCollege of Education, National Tsing Hua University, Hsinchu City, 30013, Taiwan.
Hui-Yu HsuGraduate Institute of Mathematics and Science Education, National Tsing Hua University, Hsinchu City, 30013, Taiwan.
Tsu-Jen DingDepartment of Environmental and Cultural Resources, National Tsing Hua University, Hsinchu City, 30013, Taiwan.
Chen-Yu YaoDepartment of Educational Psychology and Counseling, National Tsing Hua University, Hsinchu City, 30013, Taiwan.
Zai-Fu YaoCollege of Education, National Tsing Hua University, Hsinchu City, 30013, Taiwan. zfyao@mx.nthu.edu.tw.ORCID http://orcid.org/0000-0002-9823-9110

Funding

National Science and Technology Council 107-2511-H-007-001-MY3National Science and Technology Council NSTC 115-2410-H-007 -044 -MY3
6 · The paper itself

Abstract

Whether the cognitive benefits of athletic training transfer to specific academic domains, such as arithmetic, remains poorly understood. This study investigated the behavioral and electrophysiological (ERP) correlates of multiplication verification in 19 high school cycling athletes and 19 matched controls. Behaviorally, athletes exhibited significantly lower baseline mathematical proficiency (SATM scores), lower accuracy, slower reaction times and poorer processing efficiency. Electrophysiologically, athletes initially demonstrated significantly larger posterior P300 amplitudes than controls. Crucially, these group differences were substantially attenuated after statistically controlling for baseline mathematical proficiency using analysis of covariance (ANCOVA). The findings suggest that arithmetic-related neural processing differences in athletes may be associated with variability in mathematical proficiency rather than reflecting a generalized neurocognitive disadvantage. More broadly, the results support the view that cognitive adaptations associated with athletic expertise may be relatively domain-specific and may not automatically generalize to highly practiced academic skills such as arithmetic verification.

Indexed as

AptitudeAthletesEvent-Related Potentials, P300Mathematical ConceptsMathematicsTransfer, PsychologyAdolescentElectroencephalographyFemaleHumansMaleReaction TimeArithmetic processingCognitive transferCycling athletesEvent-related potentials (ERP)P300

Identifiers

PMID42496911
PMCPMC13400475

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LicenceCC BY-NC-ND
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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.