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No developmental fronto-parietal shift in brain activation during mental arithmetic across the lifespan: A registered report.

Overview

  1. Department of Psychology, University of Tuebingen, Tuebingen, Germany
  2. LEAD Graduate School & Research Network, University of Tuebingen, Tuebingen, Germany
  3. German Center for Mental Health (DZPG), Tuebingen, Germany
Journal: PloS one, volume 21, issue 8, article e0353139
Dates: received 4 February 2026; accepted 16 June 2026; published online 5 August 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1371/journal.pone.0353139 · PMID 42555578 · PMCID PMC13440826 · OpenAlex W7172534411
Open access: gold, a free copy (OpenAlex)
Status: empty repository
Categories: human (organism), developmental (subfield)
Methods: Spectral & time-frequency, Statistics, Preprocessing, Evoked potentials, fMRI & imaging
MeSH: Aging*, Frontal Lobe*, Parietal Lobe*, Adolescent, Adult, Aged, Brain Mapping, Child, Cognition, Female, Humans, Male, Mathematics, Middle Aged, Spectroscopy, Near-Infrared, Young Adult (* major topic)
Journal subjects: Physical Sciences, Mathematics, Arithmetic, People and Places, Population Groupings, Age Groups, Adults, Elderly, Subtraction, Biology and Life Sciences, Neuroscience, Cognitive Science, Cognitive Neuroscience, Working Memory, Cognition, Memory, Learning and Memory, Cognitive Psychology, Intelligence, Psychology, Social Sciences, Reaction Time, Children, Families
Topic: Cognitive and developmental aspects of mathematical skills (Statistics and Probability, Mathematics), according to OpenAlex
Funding: German Research Foundation (468460838, 513458453, AR 1500/2-1); Institutional Strategy of the University of Tuebingen (Deutsche Forschungsgemeinschaft, ZUK 63); LEAD Graduate School & Research Network (GSC1028); Baden-Wuerttemberg Ministry of Science, Research and the Arts (NA)
Citations: not cited yet (Europe PMC); 110 references in the paper

Abstract

Arithmetic processing is represented in a fronto-parietal network of the brain. However, activation within this network is thought to undergo a developmental shift from domain-general cognitive processing in the frontal cortex towards domain-specific magnitude processing in the parietal cortex. This assumption is primarily based on findings in children and young adults. In this registered report, we set out to replicate the proposed gradual fronto-parietal activation shift in arithmetic processing and, for the first time, to explore how neural development of arithmetic continues during aging. This registered report focuses on the behavioral and neural correlates of arithmetic and arithmetic complexity across the lifespan, i.e., childhood, when arithmetic is first learned; young adulthood, when arithmetic skills are well established already, and old age, when individuals have lifelong arithmetic experience. Therefore, brain activation during mental arithmetic was measured in children, younger adults, and older adults using functional near-infrared spectroscopy (fNIRS). Arithmetic complexity was manipulated via carry and borrow operations in two-digit addition and subtraction. The results provide evidence that increasing arithmetic complexity is associated with increased activation in the fronto-parietal network across all age groups. Even though behavioral carry and borrow effects decrease during development, suggesting improvements in place-value processing, the underlying categorical and continuous processing characteristics and cortical activation remain relatively stable. While frontal activation may decrease from childhood to adulthood, parietal activation does not show a corresponding increase. Thus, the developmental fronto-parietal shift in arithmetic processing might only apply to single-digit arithmetic – but not to two-digit arithmetic across the lifespan. Overall, these results suggest that arithmetic skills acquired in childhood are maintained throughout the lifespan.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

OSF 6emdy

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Size: 8 files, 0 scripts
Software Heritage: not checked
Found in: “Data Availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)
At the source: osf.io/6emdy

The paper's code and data availability statement is in the Data section.

Tracing map

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  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
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Data

No dataset and no data link were found in the paper.

Data Availability

All relevant data, analysis scripts, and material for this study are publicly available from the OSF repository (https://osf.io/6emdy) and the PsychArchives repository (http://doi.org/10.23668/psycharchives.21611).

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 2 authors, 16 MeSH terms, 4 funders, 86 references.

Cite

This paper

Artemenko, C., & Avcil, M. (2026). No developmental fronto-parietal shift in brain activation during mental arithmetic across the lifespan: A registered report. PloS one, 21(8), e0353139. https://doi.org/10.1371/journal.pone.0353139

BibTeX

@article{artemenko2026no,
author = {Artemenko, Christina and Avcil, Mine},
title = {{No developmental fronto-parietal shift in brain activation during mental arithmetic across the lifespan: A registered report}},
journal = {PloS one},
year = {2026},
month = aug,
volume = {21},
number = {8},
pages = {e0353139},
publisher = {PLOS},
issn = {1932-6203},
doi = {10.1371/journal.pone.0353139},
url = {https://doi.org/10.1371/journal.pone.0353139},
pmid = {42555578},
pmcid = {PMC13440826}
}

RIS

TY - JOUR
AU - Artemenko, Christina
AU - Avcil, Mine
TI - No developmental fronto-parietal shift in brain activation during mental arithmetic across the lifespan: A registered report
T2 - PloS one
J2 - PLoS One
PY - 2026
DA - 2026/08/05
VL - 21
IS - 8
SP - e0353139
SN - 1932-6203
PB - PLOS
DO - 10.1371/journal.pone.0353139
UR - https://doi.org/10.1371/journal.pone.0353139
LA - en
ER -

CSL-JSON

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