Evidence map›Paper›PMID 41528045›Full record

ArticleHuman brain mapping2026

Crossroads in the Learning Brain: The Neural Overlap Between Arithmetic and Phonological Processing.

Aymee Alvarez-Rivero, Lien Peters, Marc F Joanisse, Nadine Gaab, Daniel Ansari

Abstract read
In one paragraph

Article in Human brain mapping, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Aymee Alvarez-RiveroThe University of Western Ontario, London, Ontario, Canada.ORCID https://orcid.org/0000-0002-0489-5708
Lien PetersUniversity of Ghent, Ghent, Belgium.
Marc F JoanisseThe University of Western Ontario, London, Ontario, Canada.
Nadine GaabHarvard Graduate School of Education, Cambridge, Massachusetts, USA.
Daniel AnsariThe University of Western Ontario, London, Ontario, Canada.ORCID https://orcid.org/0000-0002-7625-618X

Funding

Canada Research Chairs 950-232363Jacobs Foundation 2017-1261-01Natural Sciences and Engineering Research Council of Canada 342192-RGPIN
6 · The paper itself

Abstract

Robust behavioral evidence suggests an association between reading and math performance. Moreover, previous neuroimaging evidence suggests that arithmetic fact retrieval is supported by similar areas along the perisylvian language network as those typically involved in phonological processing. However, the neural correlates of these abilities have been mostly studied in isolation, and therefore remains unclear whether these abilities recruit functionally overlapping brain areas. We addressed this question by using functional magnetic resonance imaging to measure brain activity during an arithmetic and a word rhyming task. We then used both a test of univariate overlap and a rigorous pattern similarity analysis to provide a more nuanced assessment of brain-level associations across both domains. We identified clusters of significant overlap along the left inferior frontal gyrus, the left inferior temporal gyrus, and the right posterior cerebellum in adults; as well as multiple clusters along the left frontal gyrus in children. Moreover, we found significant similarity between the patterns corresponding to both abilities along the clusters of overlap. However, contrary to our expectations, we observed higher similarity between phonological processing and large problems than small problems, which grants the need for further research about the role of arithmetic strategies in this relationship. Our findings represent a contribution to the literature examining the potential links between the brain regions supporting arithmetic and word reading by providing direct, within-participant statistical evidence of the long-hypothesized overlap between these processes at the neural level.

Indexed as

BrainBrain MappingLearningMathematical ConceptsReadingAdolescentAdultChildFemaleHumansMagnetic Resonance ImagingMalePhoneticsYoung Adultarithmeticconjunction analysisfMRIphonological processingrepresentational similarity analysis

Identifiers

PMID41528045
PMCPMC12797254

What OpenQuestion holds

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Registered trials

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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.