How interactions between ADHD and schools affect educational achievement: a family-based genetically sensitive study. Show others and affiliations
2022 (English) In: Journal of Child Psychology and Psychiatry, ISSN 0021-9630, E-ISSN 1469-7610, Vol. 63, no 10, p. 1174-1185Article in journal (Refereed) Published
Abstract [en]
BACKGROUND: Children 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.
METHODS: We 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.
RESULTS: Analysis 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.
CONCLUSIONS: Although 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.
Place, publisher, year, edition, pages Wiley-Blackwell Publishing Inc., 2022. Vol. 63, no 10, p. 1174-1185
Keywords [en]
ADHD, gene-environment interaction, genetics, school, school performance
National Category
Psychiatry
Identifiers URN: urn:nbn:se:oru:diva-100049 DOI: 10.1111/jcpp.13656 ISI: 000820421900001 PubMedID: 35789088 Scopus ID: 2-s2.0-85133335018 OAI: oai:DiVA.org:oru-100049 DiVA, id: diva2:1681204
Funder The Research Council of Norway, 288083 300668 273659 223273 Novo Nordisk
Note Funding agencies:
European Research Council project GeoGen 101045526
ERC consolidator grant EQOP 'Socioeconomic gaps in language development and school achievement: Mechanisms of inequality and opportunity' 818425
Marie Skodowska Curie Action Individual Fellowship from the European Union 894675
Research Council of Norway through its Centres of Excellence funding scheme 262700
Norwegian Ministry of Health and Care Services
Ministry of Education and Research
South East Norway Health Authority
KG Jebsen Stiftelsen
ERC AdG project SELECTionPREDISPOSED
Stiftelsen Kristian Gerhard Jebsen
Trond Mohn Foundation
University of Bergen
Western Norway health Authorities (Helse Vest)
2022-07-062022-07-062023-08-28 Bibliographically approved