Evidence map›Paper›PMID 35789088›Full record

ArticleJournal of child psychology and psychiatry, and allied disciplines2022

How interactions between ADHD and schools affect educational achievement: a family-based genetically sensitive study.

Rosa Cheesman, Espen M Eilertsen, Ziada Ayorech, Nicolai T Borgen, Ole A Andreassen, Henrik Larsson, Henrik Zachrisson, Fartein A Torvik, Eivind Ystrom

Open access · hybridAbstract read
In one paragraph

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 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
4.5field-weighted citation impact, top 4% 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

15 citing papers in PubMed, 32 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
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  5. Article
  6. The genetic lottery goes to school: Better schools compensate for the effects of students' genetic differences.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  7. Article
  8. Article
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  11. Worldwide Well-Being: Simulated Twins Reveal Genetic and (Hidden) Environmental Influences.Perspectives on psychological science : a journal of the Association for Psychological Science · 2023
    Article
  12. Article
  13. Network Analysis of ADHD Symptoms and Cognitive Profiles in Children.Neuropsychiatric disease and treatment · 2023
    Article
  14. Article
  15. Commentary: Will genomics revolutionise research on gene-environment interplay?Journal of child psychology and psychiatry, and allied disciplines · 2022
    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

9 authors at 4 institutions in 2 countries.

Rosa CheesmanPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway.ORCID 0000-0002-6543-0402
Espen M EilertsenPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway.ORCID 0000-0003-3444-4251
Ziada AyorechPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway.ORCID 0000-0002-8372-421X
Nicolai T BorgenDepartment of Special Needs Education, University of Oslo, Oslo, Norway.ORCID 0000-0002-7638-3293
Ole A AndreassenNORMENT, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.ORCID 0000-0002-4461-3568
Henrik LarssonDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-6851-3297
Henrik ZachrissonDepartment of Special Needs Education, University of Oslo, Oslo, Norway.ORCID 0000-0002-9174-4392
Fartein A TorvikPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway.ORCID 0000-0003-3984-5978
Eivind YstromPROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway.ORCID 0000-0003-4390-6171
University of Oslo · NONorwegian Institute of Public Health · NOÖrebro University · SEOslo University Hospital · NO

Funding

European Commission 101045526European Commission 894675H2020 European Research Council 818425Norges Forskningsråd 223273Norges Forskningsråd 229624Norges Forskningsråd 262700Norges Forskningsråd 273659Norges Forskningsråd 288083Norges Forskningsråd 300668
6 · The paper itself

Abstract

backgroundChildren with ADHD tend to achieve less than their peers in school. It is unknown whether schools moderate this association. Nonrandom selection of children into schools related to variations in their ADHD risk poses a methodological problem.

methodsWe linked data on ADHD symptoms of inattention and hyperactivity and parent-child ADHD polygenic scores (PGS) from the Norwegian Mother, Father, and Child Cohort Study (MoBa) to achievement in standardised tests and school identifiers. We estimated interactions of schools with individual differences between students in inattention, hyperactivity, and ADHD-PGS using multilevel models with random slopes for ADHD effects on achievement over schools. In our PGS analyses, we adjust for parental selection of schools by adjusting for parental ADHD-PGS (a within-family PGS design). We then tested whether five school sociodemographic measures explained any interactions.

resultsAnalysis of up to 23,598 students attending 2,579 schools revealed interactions between school and ADHD effects on achievement. The variability between schools in the effects of inattention, hyperactivity and within-family ADHD-PGS on achievement was 0.08, 0.07 and 0.05 SDs, respectively. For example, the average effect of inattention on achievement was β = -0.23 (SE = 0.009), but in 2.5% of schools with the weakest effects, the value was -0.07 or less. ADHD has a weaker effect on achievement in higher-performing schools. Schools make more of a difference to the achievements of students with higher levels of ADHD, explaining over four times as much variance in achievement for those with high versus average inattention symptoms. School sociodemographic measures could not explain the ADHD-by-school interactions.

conclusionsAlthough ADHD symptoms and genetic risk tend to hinder achievement, schools where their effects are weaker do exist. Differences between schools in support for children with ADHD should be evened out.

Indexed as

Academic SuccessAttention Deficit Disorder with HyperactivityCohort StudiesEducational StatusHumansSchoolsADHDgene-environment interactiongeneticsschoolschool performance

Identifiers

PMID35789088
PMCPMC9796390
OpenAlexW4283816235

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.