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Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study

BACKGROUND: Neurodevelopmental conditions commonly coexist in children, but compared to adults, childhood multimorbidity attracts less attention in research and clinical practice. We previously reported that children treated for attention deficit hyperactivity disorder (ADHD) and depression have mor...

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Autores principales: Fleming, Michael, Salim, Ehsan E., Mackay, Daniel F., Henderson, Angela, Kinnear, Deborah, Clark, David, King, Albert, McLay, James S., Cooper, Sally-Ann, Pell, Jill P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553326/
https://www.ncbi.nlm.nih.gov/pubmed/33048945
http://dx.doi.org/10.1371/journal.pmed.1003290
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author Fleming, Michael
Salim, Ehsan E.
Mackay, Daniel F.
Henderson, Angela
Kinnear, Deborah
Clark, David
King, Albert
McLay, James S.
Cooper, Sally-Ann
Pell, Jill P.
author_facet Fleming, Michael
Salim, Ehsan E.
Mackay, Daniel F.
Henderson, Angela
Kinnear, Deborah
Clark, David
King, Albert
McLay, James S.
Cooper, Sally-Ann
Pell, Jill P.
author_sort Fleming, Michael
collection PubMed
description BACKGROUND: Neurodevelopmental conditions commonly coexist in children, but compared to adults, childhood multimorbidity attracts less attention in research and clinical practice. We previously reported that children treated for attention deficit hyperactivity disorder (ADHD) and depression have more school absences and exclusions, additional support needs, poorer attainment, and increased unemployment. They are also more likely to have coexisting conditions, including autism and intellectual disability. We investigated prevalence of neurodevelopmental multimorbidity (≥2 conditions) among Scottish schoolchildren and their educational outcomes compared to peers. METHODS AND FINDINGS: We retrospectively linked 6 Scotland-wide databases to analyse 766,244 children (390,290 [50.9%] boys; 375,954 [49.1%] girls) aged 4 to 19 years (mean = 10.9) attending Scottish schools between 2009 and 2013. Children were distributed across all deprivation quintiles (most to least deprived: 22.7%, 20.1%, 19.3%, 19.5%, 18.4%). The majority (96.2%) were white ethnicity. We ascertained autism spectrum disorder (ASD) and intellectual disabilities from records of additional support needs and ADHD and depression through relevant encashed prescriptions. We identified neurodevelopmental multimorbidity (≥2 of these conditions) in 4,789 (0.6%) children, with ASD and intellectual disability the most common combination. On adjusting for sociodemographic (sex, age, ethnicity, deprivation) and maternity (maternal age, maternal smoking, sex-gestation–specific birth weight centile, gestational age, 5-minute Apgar score, mode of delivery, parity) factors, multimorbidity was associated with increased school absenteeism and exclusion, unemployment, and poorer exam attainment. Significant dose relationships were evident between number of conditions (0, 1, ≥2) and the last 3 outcomes. Compared to children with no conditions, children with 1 condition, and children with 2 or more conditions, had more absenteeism (1 condition adjusted incidence rate ratio [IRR] 1.28, 95% CI 1.27–1.30, p < 0.001 and 2 or more conditions adjusted IRR 1.23, 95% CI 1.20–1.28, p < 0.001), greater exclusion (adjusted IRR 2.37, 95% CI 2.25–2.48, p < 0.001 and adjusted IRR 3.04, 95% CI 2.74–3.38, p < 0.001), poorer attainment (adjusted odds ratio [OR] 3.92, 95% CI 3.63–4.23, p < 0.001 and adjusted OR 12.07, 95% CI 9.15–15.94, p < 0.001), and increased unemployment (adjusted OR 1.57, 95% CI 1.49–1.66, p < 0.001 and adjusted OR 2.11, 95% CI 1.83–2.45, p < 0.001). Associations remained after further adjustment for comorbid physical conditions and additional support needs. Coexisting depression was the strongest driver of absenteeism and coexisting ADHD the strongest driver of exclusion. Absence of formal primary care diagnoses was a limitation since ascertaining depression and ADHD from prescriptions omitted affected children receiving alternative or no treatment and some antidepressants can be prescribed for other indications. CONCLUSIONS: Structuring clinical practice and training around single conditions may disadvantage children with neurodevelopmental multimorbidity, who we observed had significantly poorer educational outcomes compared to children with 1 condition and no conditions.
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spelling pubmed-75533262020-10-21 Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study Fleming, Michael Salim, Ehsan E. Mackay, Daniel F. Henderson, Angela Kinnear, Deborah Clark, David King, Albert McLay, James S. Cooper, Sally-Ann Pell, Jill P. PLoS Med Research Article BACKGROUND: Neurodevelopmental conditions commonly coexist in children, but compared to adults, childhood multimorbidity attracts less attention in research and clinical practice. We previously reported that children treated for attention deficit hyperactivity disorder (ADHD) and depression have more school absences and exclusions, additional support needs, poorer attainment, and increased unemployment. They are also more likely to have coexisting conditions, including autism and intellectual disability. We investigated prevalence of neurodevelopmental multimorbidity (≥2 conditions) among Scottish schoolchildren and their educational outcomes compared to peers. METHODS AND FINDINGS: We retrospectively linked 6 Scotland-wide databases to analyse 766,244 children (390,290 [50.9%] boys; 375,954 [49.1%] girls) aged 4 to 19 years (mean = 10.9) attending Scottish schools between 2009 and 2013. Children were distributed across all deprivation quintiles (most to least deprived: 22.7%, 20.1%, 19.3%, 19.5%, 18.4%). The majority (96.2%) were white ethnicity. We ascertained autism spectrum disorder (ASD) and intellectual disabilities from records of additional support needs and ADHD and depression through relevant encashed prescriptions. We identified neurodevelopmental multimorbidity (≥2 of these conditions) in 4,789 (0.6%) children, with ASD and intellectual disability the most common combination. On adjusting for sociodemographic (sex, age, ethnicity, deprivation) and maternity (maternal age, maternal smoking, sex-gestation–specific birth weight centile, gestational age, 5-minute Apgar score, mode of delivery, parity) factors, multimorbidity was associated with increased school absenteeism and exclusion, unemployment, and poorer exam attainment. Significant dose relationships were evident between number of conditions (0, 1, ≥2) and the last 3 outcomes. Compared to children with no conditions, children with 1 condition, and children with 2 or more conditions, had more absenteeism (1 condition adjusted incidence rate ratio [IRR] 1.28, 95% CI 1.27–1.30, p < 0.001 and 2 or more conditions adjusted IRR 1.23, 95% CI 1.20–1.28, p < 0.001), greater exclusion (adjusted IRR 2.37, 95% CI 2.25–2.48, p < 0.001 and adjusted IRR 3.04, 95% CI 2.74–3.38, p < 0.001), poorer attainment (adjusted odds ratio [OR] 3.92, 95% CI 3.63–4.23, p < 0.001 and adjusted OR 12.07, 95% CI 9.15–15.94, p < 0.001), and increased unemployment (adjusted OR 1.57, 95% CI 1.49–1.66, p < 0.001 and adjusted OR 2.11, 95% CI 1.83–2.45, p < 0.001). Associations remained after further adjustment for comorbid physical conditions and additional support needs. Coexisting depression was the strongest driver of absenteeism and coexisting ADHD the strongest driver of exclusion. Absence of formal primary care diagnoses was a limitation since ascertaining depression and ADHD from prescriptions omitted affected children receiving alternative or no treatment and some antidepressants can be prescribed for other indications. CONCLUSIONS: Structuring clinical practice and training around single conditions may disadvantage children with neurodevelopmental multimorbidity, who we observed had significantly poorer educational outcomes compared to children with 1 condition and no conditions. Public Library of Science 2020-10-13 /pmc/articles/PMC7553326/ /pubmed/33048945 http://dx.doi.org/10.1371/journal.pmed.1003290 Text en © 2020 Fleming et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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
Fleming, Michael
Salim, Ehsan E.
Mackay, Daniel F.
Henderson, Angela
Kinnear, Deborah
Clark, David
King, Albert
McLay, James S.
Cooper, Sally-Ann
Pell, Jill P.
Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study
title Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study
title_full Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study
title_fullStr Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study
title_full_unstemmed Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study
title_short Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren: A population-based record linkage cohort study
title_sort neurodevelopmental multimorbidity and educational outcomes of scottish schoolchildren: a population-based record linkage cohort study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553326/
https://www.ncbi.nlm.nih.gov/pubmed/33048945
http://dx.doi.org/10.1371/journal.pmed.1003290
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