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Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries
OBJECTIVE: This study aimed to examine social gradients in ADHD during late childhood (age 9–11 years) using absolute and relative relationships with socioeconomic status exposure (household income, maternal education) during early childhood (<5 years) in seven cohorts from six industrialised cou...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8926184/ https://www.ncbi.nlm.nih.gov/pubmed/35294456 http://dx.doi.org/10.1371/journal.pone.0264709 |
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author | Spencer, Nicholas James Ludvigsson, Johnny Bai, Guannan Gauvin, Lise Clifford, Susan A. Abu Awad, Yara Goldhaber-Fiebert, Jeremy D. Markham, Wolfgang Faresjö, Åshild White, Pär Andersson Raat, Hein Jansen, Pauline Nikiema, Béatrice Mensah, Fiona K. McGrath, Jennifer J. |
author_facet | Spencer, Nicholas James Ludvigsson, Johnny Bai, Guannan Gauvin, Lise Clifford, Susan A. Abu Awad, Yara Goldhaber-Fiebert, Jeremy D. Markham, Wolfgang Faresjö, Åshild White, Pär Andersson Raat, Hein Jansen, Pauline Nikiema, Béatrice Mensah, Fiona K. McGrath, Jennifer J. |
author_sort | Spencer, Nicholas James |
collection | PubMed |
description | OBJECTIVE: This study aimed to examine social gradients in ADHD during late childhood (age 9–11 years) using absolute and relative relationships with socioeconomic status exposure (household income, maternal education) during early childhood (<5 years) in seven cohorts from six industrialised countries (UK, Australia, Canada, The Netherlands, USA, Sweden). METHODS: Secondary analyses were conducted for each birth cohort. Risk ratios, pooled risk estimates, and absolute inequality, measured by the Slope Index of Inequality (SII), were estimated to quantify social gradients in ADHD during late childhood by household income and maternal education measured during early childhood. Estimates were adjusted for child sex, mother age at birth, mother ethnicity, and multiple births. FINDINGS: All cohorts demonstrated social gradients by household income and maternal education in early childhood, except for maternal education in Quebec. Pooled risk estimates, relating to 44,925 children, yielded expected gradients (income: low 1.83(CI 1.38,2.41), middle 1.42(1.13,1.79), high (reference); maternal education: low 2.13(1.39,3.25), middle 1.42(1.13,1.79)). Estimates of absolute inequality using SII showed that the largest differences in ADHD prevalence between the highest and lowest levels of maternal education were observed in Australia (4% lower) and Sweden (3% lower); for household income, the largest differences were observed in Quebec (6% lower) and Canada (all provinces: 5% lower). CONCLUSION: Findings indicate that children in families with high household income or maternal education are less likely to have ADHD at age 9–11. Absolute inequality, in combination with relative inequality, provides a more complete account of the socioeconomic status and ADHD relationship in different high-income countries. While the study design precludes causal inference, the linear relation between early childhood social circumstances and later ADHD suggests a potential role for policies that promote high levels of education, especially among women, and adequate levels of household income over children’s early years in reducing risk of later ADHD. |
format | Online Article Text |
id | pubmed-8926184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-89261842022-03-17 Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries Spencer, Nicholas James Ludvigsson, Johnny Bai, Guannan Gauvin, Lise Clifford, Susan A. Abu Awad, Yara Goldhaber-Fiebert, Jeremy D. Markham, Wolfgang Faresjö, Åshild White, Pär Andersson Raat, Hein Jansen, Pauline Nikiema, Béatrice Mensah, Fiona K. McGrath, Jennifer J. PLoS One Research Article OBJECTIVE: This study aimed to examine social gradients in ADHD during late childhood (age 9–11 years) using absolute and relative relationships with socioeconomic status exposure (household income, maternal education) during early childhood (<5 years) in seven cohorts from six industrialised countries (UK, Australia, Canada, The Netherlands, USA, Sweden). METHODS: Secondary analyses were conducted for each birth cohort. Risk ratios, pooled risk estimates, and absolute inequality, measured by the Slope Index of Inequality (SII), were estimated to quantify social gradients in ADHD during late childhood by household income and maternal education measured during early childhood. Estimates were adjusted for child sex, mother age at birth, mother ethnicity, and multiple births. FINDINGS: All cohorts demonstrated social gradients by household income and maternal education in early childhood, except for maternal education in Quebec. Pooled risk estimates, relating to 44,925 children, yielded expected gradients (income: low 1.83(CI 1.38,2.41), middle 1.42(1.13,1.79), high (reference); maternal education: low 2.13(1.39,3.25), middle 1.42(1.13,1.79)). Estimates of absolute inequality using SII showed that the largest differences in ADHD prevalence between the highest and lowest levels of maternal education were observed in Australia (4% lower) and Sweden (3% lower); for household income, the largest differences were observed in Quebec (6% lower) and Canada (all provinces: 5% lower). CONCLUSION: Findings indicate that children in families with high household income or maternal education are less likely to have ADHD at age 9–11. Absolute inequality, in combination with relative inequality, provides a more complete account of the socioeconomic status and ADHD relationship in different high-income countries. While the study design precludes causal inference, the linear relation between early childhood social circumstances and later ADHD suggests a potential role for policies that promote high levels of education, especially among women, and adequate levels of household income over children’s early years in reducing risk of later ADHD. Public Library of Science 2022-03-16 /pmc/articles/PMC8926184/ /pubmed/35294456 http://dx.doi.org/10.1371/journal.pone.0264709 Text en © 2022 Spencer et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Spencer, Nicholas James Ludvigsson, Johnny Bai, Guannan Gauvin, Lise Clifford, Susan A. Abu Awad, Yara Goldhaber-Fiebert, Jeremy D. Markham, Wolfgang Faresjö, Åshild White, Pär Andersson Raat, Hein Jansen, Pauline Nikiema, Béatrice Mensah, Fiona K. McGrath, Jennifer J. Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries |
title | Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries |
title_full | Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries |
title_fullStr | Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries |
title_full_unstemmed | Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries |
title_short | Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries |
title_sort | social gradients in adhd by household income and maternal education exposure during early childhood: findings from birth cohort studies across six countries |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8926184/ https://www.ncbi.nlm.nih.gov/pubmed/35294456 http://dx.doi.org/10.1371/journal.pone.0264709 |
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