Cargando…
How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study
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 i...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9796390/ https://www.ncbi.nlm.nih.gov/pubmed/35789088 http://dx.doi.org/10.1111/jcpp.13656 |
_version_ | 1784860473183698944 |
---|---|
author | Cheesman, Rosa Eilertsen, Espen M. Ayorech, Ziada Borgen, Nicolai T. Andreassen, Ole A. Larsson, Henrik Zachrisson, Henrik Torvik, Fartein A. Ystrom, Eivind |
author_facet | Cheesman, Rosa Eilertsen, Espen M. Ayorech, Ziada Borgen, Nicolai T. Andreassen, Ole A. Larsson, Henrik Zachrisson, Henrik Torvik, Fartein A. Ystrom, Eivind |
author_sort | Cheesman, Rosa |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9796390 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97963902022-12-30 How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study Cheesman, Rosa Eilertsen, Espen M. Ayorech, Ziada Borgen, Nicolai T. Andreassen, Ole A. Larsson, Henrik Zachrisson, Henrik Torvik, Fartein A. Ystrom, Eivind J Child Psychol Psychiatry Original Articles 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. John Wiley and Sons Inc. 2022-07-04 2022-10 /pmc/articles/PMC9796390/ /pubmed/35789088 http://dx.doi.org/10.1111/jcpp.13656 Text en © 2022 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for Child and Adolescent Mental Health. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Cheesman, Rosa Eilertsen, Espen M. Ayorech, Ziada Borgen, Nicolai T. Andreassen, Ole A. Larsson, Henrik Zachrisson, Henrik Torvik, Fartein A. Ystrom, Eivind How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study |
title | How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study |
title_full | How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study |
title_fullStr | How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study |
title_full_unstemmed | How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study |
title_short | How interactions between ADHD and schools affect educational achievement: a family‐based genetically sensitive study |
title_sort | how interactions between adhd and schools affect educational achievement: a family‐based genetically sensitive study |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9796390/ https://www.ncbi.nlm.nih.gov/pubmed/35789088 http://dx.doi.org/10.1111/jcpp.13656 |
work_keys_str_mv | AT cheesmanrosa howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT eilertsenespenm howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT ayorechziada howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT borgennicolait howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT andreassenolea howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT larssonhenrik howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT zachrissonhenrik howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT torvikfarteina howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy AT ystromeivind howinteractionsbetweenadhdandschoolsaffecteducationalachievementafamilybasedgeneticallysensitivestudy |