Evidence map›Paper›PMID 35778910›Full record

ArticleJournal of child psychology and psychiatry, and allied disciplines2022

On the importance of parenting in externalizing disorders: an evaluation of indirect genetic effects in families.

Espen M Eilertsen, Rosa Cheesman, Ziada Ayorech, Espen Røysamb, Jean-Baptiste Pingault, Pål R Njølstad, Ole A Andreassen, Alexandra Havdahl, Tom A McAdams, Fartein A Torvik and 1 more

Abstract read
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Article in Journal of child psychology and psychiatry, and allied disciplines, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing 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

28 citing papers in PubMed.

  1. Article
  2. Article
  3. Indirect genetic effects of siblings.Journal of child psychology and psychiatry, and allied disciplines · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. Direct and indirect genetic effects on early neurodevelopmental traits.Journal of child psychology and psychiatry, and allied disciplines · 2025
    Article
  13. Article
  14. Research Review: A review of the past decade of family and genomic studies on adolescent mental health.Journal of child psychology and psychiatry, and allied disciplines · 2025
    Review
  15. Article
  16. Article
  17. Article
  18. Article
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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

11 authors.

Espen M EilertsenDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.ORCID 0000-0003-3444-4251
Rosa CheesmanDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.
Ziada AyorechDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.
Espen RøysambDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.ORCID 0000-0001-5133-7170
Jean-Baptiste PingaultDivision of Psychology and Language Sciences, University College London, London, UK.
Pål R NjølstadDepartment of Clinical Science, Center for Diabetes Research, University of Bergen, Bergen, Norway.
Ole A AndreassenDivision of Mental Health and Addiction, NORMENT, Oslo University Hospital, Oslo, Norway.
Alexandra HavdahlDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.ORCID 0000-0002-9268-0423
Tom A McAdamsDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.ORCID 0000-0002-6825-3499
Fartein A TorvikDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.
Eivind YstrømDepartment of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway.

Funding

H2020 European Research Council 818425H2020 European Research Council 863981H2020 Marie Skłodowska-Curie Actions 894675Norges Forskningsråd 223273Norges Forskningsråd 229624Norges Forskningsråd 262177Norges Forskningsråd 262700Norges Forskningsråd 273659Norges Forskningsråd 288083Norges Forskningsråd 300668Utdannings- og forskningsdepartementet
6 · The paper itself

Abstract

backgroundTheoretical models of the development of childhood externalizing disorders emphasize the role of parents. Empirical studies have not been able to identify specific aspects of parental behaviors explaining a considerable proportion of the observed individual differences in externalizing problems. The problem is complicated by the contribution of genetic factors to externalizing problems, as parents provide both genes and environments to their children. We studied the joint contributions of direct genetic effects of children and the indirect genetic effects of parents through the environment on externalizing problems.

methodsThe study used genome-wide single nucleotide polymorphism data from 9,675 parent-offspring trios participating in the Norwegian Mother Father and child cohort study. Based on genomic relatedness matrices, we estimated the contribution of direct genetic effects and indirect maternal and paternal genetic effects on ADHD, conduct and disruptive behaviors at 8 years of age.

resultsModels including indirect parental genetic effects were preferred for the ADHD symptoms of inattention and hyperactivity, and conduct problems, but not oppositional defiant behaviors. Direct genetic effects accounted for 11% to 24% of the variance, whereas indirect parental genetic effects accounted for 0% to 16% in ADHD symptoms and conduct problems. The correlation between direct and indirect genetic effects, or gene-environment correlations, decreased the variance with 16% and 13% for conduct and inattention problems, and increased the variance with 6% for hyperactivity problems.

conclusionsThis study provides empirical support to the notion that parents have a significant role in the development of childhood externalizing behaviors. The parental contribution to decrease in variation of inattention and conduct problems by gene-environment correlations would limit the number of children reaching clinical ranges in symptoms. Not accounting for indirect parental genetic effects can lead to both positive and negative bias when identifying genetic variants for childhood externalizing behaviors.

Indexed as

ParentingProblem BehaviorChildCohort StudiesHumansParentsExternalizing disordersgene-environment correlationindirect genetic effectsMoBaparenting

Identifiers

PMID35778910
PMCPMC9796091

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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.