Evidence map›Paper›PMID 33048945›Full record

ArticlePLoS medicine2020

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

Michael Fleming, Ehsan E Salim, Daniel F Mackay, Angela Henderson, Deborah Kinnear, David Clark, Albert King, James S McLay, Sally-Ann Cooper, Jill P Pell

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
10.7field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 74 citations in OpenAlex.

  1. Pooled it
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  6. Neurodevelopmental conditions and adaptive functioning - a co-twin control study.Journal of child psychology and psychiatry, and allied disciplines · 2026
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  16. School absenteeism in autistic children and adolescents: A scoping review.Autism : the international journal of research and practice · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 1 country.

Michael FlemingInstitute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0002-2185-4502
Ehsan E SalimInstitute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom.
Daniel F MackayInstitute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom.
Angela HendersonInstitute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0002-6146-3477
Deborah KinnearInstitute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0002-2626-1554
David ClarkInformation Services Division, Edinburgh, United Kingdom.ORCID 0000-0003-4757-4573
Albert KingScotXed, Scottish Government, Edinburgh, United Kingdom.ORCID 0000-0001-6913-1883
James S McLayDepartment of Child Health, University of Aberdeen, Aberdeen, United Kingdom.ORCID 0000-0002-1120-6704
Sally-Ann CooperInstitute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0001-6054-7700
Jill P PellInstitute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0002-8898-7035
University of Glasgow · GBScottish Government · GBUniversity of Aberdeen · GB

Funding

British Heart FoundationChief Scientist OfficeDepartment of HealthMedical Research Council MC_PC_17217Medical Research Council MR/S003800/1Wellcome Trust
6 · The paper itself

Abstract

backgroundNeurodevelopmental 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

findingsWe 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.

conclusionsStructuring 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.

Indexed as

Educational StatusAbsenteeismAdolescentAttention Deficit Disorder with HyperactivityAutism Spectrum DisorderChildChild, PreschoolCohort StudiesDatabases, FactualDepressionFemaleGestational AgeHospitalizationHumansIncidenceMale

Identifiers

PMID33048945
PMCPMC7553326
OpenAlexW3092239657

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.