Evidence map›Paper›PMID 29144226›Full record

ArticleDevelopment and psychopathology2018

Do executive functions explain the covariance between internalizing and externalizing behaviors?

Alexander S Hatoum, Soo Hyun Rhee, Robin P Corley, John K Hewitt, Naomi P Friedman

Abstract read
In one paragraph

Article in Development and psychopathology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 2 pooled it
5.1field-weighted citation impact, top 5% of its field
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

27 citing papers in PubMed, 2 syntheses or guidelines pooled it, 53 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Executive Dysfunction and Depression Risk in Adolescence: Functional-MRI Analysis of Transient Network States During a Working Memory Task.Clinical psychological science : a journal of the Association for Psychological Science · 2026
    Article
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  7. Examining parent and youth experiences of familism: Effects on youth well-being and family dynamics.Journal of research on adolescence : the official journal of the Society for Research on Adolescence · 2025
    Article
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  15. Article
  16. The role of prefrontal cortex in cognitive control and executive function.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2022
    Review
  17. Article
  18. Article
  19. Article
  20. Slow drift rate predicts ADHD symptomology over and above executive dysfunction.Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence · 2021
    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 at 2 institutions in 1 country.

Alexander S HatoumUniversity of Colorado Boulder.
Soo Hyun RheeUniversity of Colorado Boulder.
Robin P CorleyUniversity of Colorado Boulder.
John K HewittUniversity of Colorado Boulder.
Naomi P FriedmanUniversity of Colorado Boulder.
University of Colorado System · USUniversity of Colorado Boulder · US

Funding

Colorado Adoption/Twin Study of Lifespan behavioral development & cognitive aging (CATSLife2)R01AG046938 · NIA · UNIVERSITY OF COLORADO · PI REYNOLDS, CHANDRA A, WADSWORTH, SALLY J · 2015 to 2024
$18.5M
Neural Substrates of Executive Function: An fMRI Twin StudyR01MH063207 · NIMH · UNIVERSITY OF COLORADO AT BOULDER · PI FRIEDMAN, NAOMI P. · 2001 to 2018
$6.5M
Research Training: Mental Health Behavior GeneticsT32MH016880 · NIMH · UNIVERSITY OF COLORADO AT BOULDER · PI Naomi P. Friedman, Matthew Charles Keller · 1985 to 2026
$5.3M
DETERMINANTS OF BEHAVIORAL DEVELOPMENT IN CHILDRENR01HD010333 · NICHD · UNIVERSITY OF COLORADO AT BOULDER · PI WADSWORTH, SALLY J · 1985 to 2010
$3.0M
Executive Functions and Self-Regulation: A Twin StudyR56MH063207 · NIMH · UNIVERSITY OF COLORADO · PI HEWITT, JOHN K. · 2007 to 2007
$490k
NIA NIH HHS R01 AG046938NICHD NIH HHS R01 HD010333NIMH NIH HHS R01 MH063207NIMH NIH HHS R56 MH063207NIMH NIH HHS T32 MH016880
6 · The paper itself

Abstract

This study examined whether executive functions (EFs) might be common features of internalizing and externalizing behavior problems across development. We examined relations between three EF latent variables (a common EF factor and factors specific to updating working memory and shifting sets), constructed from nine laboratory tasks administered at age 17, to latent growth intercept (capturing stability) and slope (capturing change) factors of teacher- and parent-reported internalizing and externalizing behaviors in 885 individual twins aged 7 to 16 years. We then estimated the proportion of intercept-intercept and slope-slope correlations predicted by EF as well as the association between EFs and a common psychopathology factor (P factor) estimated from all 9 years of internalizing and externalizing measures. Common EF was negatively associated with the intercepts of teacher-rated internalizing and externalizing behavior in males, and explained 32% of their covariance; in the P factor model, common EF was associated with the P factor in males. Shifting-specific was positively associated with the externalizing slope across sex. EFs did not explain covariation between parent-rated behaviors. These results suggest that EFs are associated with stable problem behavior variation, explain small proportions of covariance, and are a risk factor that that may depend on gender.

Indexed as

AdolescentChildDefense MechanismsExecutive FunctionFemaleHumansMaleMemory, Short-TermModels, PsychologicalNeuropsychological TestsProblem BehaviorRisk FactorsSet, PsychologySex Factors

Identifiers

PMID29144226
PMCPMC5955761
OpenAlexW2769715769

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.