Evidence map›Paper›PMID 42153376›Full record

ArticleJournal of child psychology and psychiatry, and allied disciplines2026

Attention and social problems are uniquely associated with academic achievement beyond overall psychopathology: multicohort replication in 3,800 participants.

George Tragoudas, Zehra E Ünal, David C Geary, Vinod Menon

Abstract read
In one paragraph

Article in Journal of child psychology and psychiatry, and allied disciplines, 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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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

4 authors.

George Tragoudas *Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Zehra E Ünal *Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.ORCID https://orcid.org/0000-0003-3019-526X
David C Geary *Department of Psychological Sciences, University of Missouri, Columbia, MO, USA.
Vinod MenonDepartment of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.

Funding

Interventions in Math Learning Disabilities: Cognitive and Neural CorrelatesR01HD059205 · NICHD · STANFORD UNIVERSITY · PI Vinod Menon · 2009 to 2026
$10.8M
Longitudinal Neurocognitive Studies of Mathematical Disabilities: trajectories and outcomesR37HD094623 · NICHD · STANFORD UNIVERSITY · PI Vinod Menon · 2018 to 2026
$6.8M
Mathematical Cognition in Autism: A Cognitive and Systems Neuroscience ApproachR01MH084164 · NIMH · STANFORD UNIVERSITY · PI MENON, VINOD · 2011 to 2021
$6.7M
Research Strategy: Multisystemic Study of Early Mathematics DevelopmentP20HD109951 · NICHD · UNIVERSITY OF MISSOURI-COLUMBIA · PI DAVID C GEARY · 2022 to 2026
$2.3M
Eunice Kennedy Shriver National Institute of Child Health and Human Development NIH P20 HD109951National Science Foundation DRL-2024856NICHD NIH HHS P20 HD109951NICHD NIH HHS R01 HD059205NICHD NIH HHS R37 HD094623NIH HHS HD059205NIH HHS HD094623NIH HHS MH084164NIMH NIH HHS R01 MH084164
6 · The paper itself

Abstract

backgroundUnderstanding which specific behavioral and emotional problems are uniquely associated with achievement and thus potential targets for developing educational interventions.

methodsChild Behavior Checklist syndrome scales and standardized measures of mathematics and reading achievement were analyzed using structural equation modeling in a community California cohort (N = 252) and the clinically diverse Healthy Brain Network cohort (N = 3,583).

resultsAttention and social problems were uniquely associated with lower achievement beyond overall psychopathology levels defined by the covariances among syndrome scores. Attention problems were consistently related to poorer mathematics and reading achievement across clinical status, development, and sex. Social problems showed age- and sex-specific patterns and were associated with lower achievement throughout development for girls but only during adolescence for boys. Models examining achievement-to-psychopathology relationships resulted in poorer fits than psychopathology-to-achievement models in typically developing children and adolescents. However, bidirectional relationships emerged in clinical samples, particularly between attention problems and mathematics achievement and between social problems and reading achievement.

conclusionsSpecific behavioral problems, rather than overall psychopathology, are consistently associated with academic difficulties. Educational screening and interventions should prioritize attention regulation across all developmental stages and implement sex-differentiated social skill support, beginning earlier for girls and during adolescence for boys. These findings replicate across independent samples, demonstrating robust relationships with direct implications for school-based educational and mental health services.

Indexed as

Academic SuccessChild DevelopmentAdolescentCaliforniaChildFemaleHumansMaleSex Factorsacademic achievementattention problemsChild psychopathologyreplicationsocial problems

Identifiers

PMID42153376
PMCPMC13535712

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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.