Evidence map›Paper›PMID 42229317›Full record

ArticleDevelopmental cognitive neuroscience2026

Demographics change the relationships between socioeconomic status, white matter network organization, and cognition in children.

Jaden Kropf, Busisiwe Zapparoli, Julie Tseng, Amy S Finn, Anne L Wheeler, Nomazulu Dlamini, Donald J Mabbott

Abstract read
In one paragraph

Article in Developmental cognitive neuroscience, 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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0cells of the map it votes in
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

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

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

7 authors.

Jaden KropfNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada; Department of Psychology, University of Toronto, Toronto, Canada.
Busisiwe ZapparoliNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada.
Julie TsengNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada.
Amy S FinnDepartment of Psychology, University of Toronto, Toronto, Canada.
Anne L WheelerNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada; Department of Physiology, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada.
Nomazulu DlaminiDivision of Neurology, The Hospital for Sick Children, Toronto, Canada.
Donald J MabbottNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada; Department of Psychology, University of Toronto, Toronto, Canada. Electronic address: donald.mabbott@sickkids.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Socioeconomic status (SES) is unequally distributed across racial groups and associated with changes in the brain and cognition. However, it is unknown whether the relationships between SES, the brain, and cognition are different between groups-beyond the impact of socioeconomic resource distribution differences. Using data from the Adolescent Brain Cognitive Development study (n = 8064), we found associations between various SES factors, white matter network organization, and general cognitive ability. Low SES was associated with greater white matter network integration and segregation. Segregation partially mediated the impact of SES on cognitive ability. Race-based differences in SES-brain relationships had no impact on cognition, even when underlying resource distribution differences were accounted for. Alternatively, sex (another key demographic variable) impacted these relationships, with several sex-specific relationships arising. These results demonstrate the importance of considering demographic factors in cognitive neuroscience research and the necessity of ensuring that such factors are not obscuring other, more meaningful, relationships.

Indexed as

BrainCognitionSocial ClassWhite MatterAdolescentChildDemographyFemaleHumansMagnetic Resonance ImagingMaleChildrenGeneral cognitive abilityRaceSexSocioeconomic statusWhite matter network organization

Identifiers

PMID42229317
PMCPMC13254378

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.