TY - JOUR
T1 - Neurodevelopmental multimorbidity and educational outcomes of Scottish schoolchildren
T2 - A population-based record linkage cohort study
AU - Fleming, Michael
AU - Salim, Ehsan E.
AU - Mackay, Daniel F
AU - Henderson, Angela
AU - Kinnear, Deborah
AU - Clark, David
AU - King, Albert
AU - McLay, James
AU - Cooper, Sally-Ann
AU - Pell, Jill P.
N1 - Data Availability:
All health data are owned by the Information Services Division of NHS National Services Scotland (https://www.isdscotland.org), and all education data are owned by the ScotXed Unit, which is part of the Educational Analytical Services Division within the Learning and Justice Directorate of the Scottish Government (www2.gov.scot/Topics/Statistics/ScotXed). Interested researchers may apply at these sites for data access.
Funding:
The study was sponsored by Health Data Research UK (www.hdruk.ac.uk) (grant reference number MR/S003800/1) (MF) which is a joint investment led by the Medical Research Council, together with the National Institute for Health Research (England), the Chief Scientist Office (Scotland), Health and Care Research Wales, Health and Social Care Research and Development Division (Public Health Agency, Northern Ireland), the Engineering and Physical Sciences Research Council, the Economic and Social Research Council, the British Heart Foundation and Wellcome. There was additional funding from the Carnegie Trust for the Universities of Scotland (grant reference VAC007974) (EES) and an MRC Mental Health Data Pathfinder grant (grant reference MC_PC_17217) (MF, JPP, DK, SC).
PY - 2020/10/13
Y1 - 2020/10/13
N2 - 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.
AB - 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.
KW - children
KW - ADHD
KW - Schools
KW - Depression
KW - intellectual disability
KW - Autism spectrum disorder
KW - Labor and delivery
KW - Scottish people
UR - http://www.scopus.com/inward/record.url?scp=85092885783&partnerID=8YFLogxK
U2 - 10.1371/journal.pmed.1003290
DO - 10.1371/journal.pmed.1003290
M3 - Article
C2 - 33048945
VL - 17
SP - e1003290
JO - PLoS Medicine
JF - PLoS Medicine
SN - 1549-1277
IS - 10
M1 - e1003290
ER -