Evidence map›Paper›PMID 35294456›Full record

ArticlePloS one2022

Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries.

Nicholas James Spencer, Johnny Ludvigsson, Guannan Bai, Lise Gauvin, Susan A Clifford, Yara Abu Awad, Jeremy D Goldhaber-Fiebert, Wolfgang Markham, Åshild Faresjö, Pär Andersson White and 6 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 1 pooled it
5.2field-weighted citation impact, top 3% 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

24 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.

  1. Pooled it
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  12. Prenatal maternal stress, breastfeeding and offspring ADHD symptoms.European child & adolescent psychiatry · 2024
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  18. Attention-deficit/hyperactivity disorder.Nature reviews. Disease primers · 2024
    Review
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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

16 authors at 9 institutions in 6 countries.

Nicholas James SpencerDivision of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom.
Johnny LudvigssonCrown Princess Victoria Children's Hospital, Region Östergötland, Linköping, Sweden.
Guannan BaiDepartment of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands.
Lise GauvinCentre de recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada.
Susan A CliffordMurdoch Children's Research Institute and Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia.
Yara Abu AwadPERFORM Centre, Concordia University, Montreal, Quebec, Canada.ORCID 0000-0003-1166-5000
Jeremy D Goldhaber-FiebertStanford University, Stanford, California, United States of America.
Wolfgang MarkhamDivision of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom.
Åshild FaresjöDepartment of Health, Medicine and Caring Science/Inst of Society and Health/Public Health, Linköping University, Linköping, Sweden.ORCID 0000-0003-0723-139X
Pär Andersson WhiteCrown Princess Victoria Children's Hospital, Region Östergötland, Linköping, Sweden.
Hein RaatDepartment of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands.
Pauline JansenDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands.
Béatrice NikiemaCentre de recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada.ORCID 0000-0001-7434-1682
Fiona K MensahMurdoch Children's Research Institute and Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia.
Jennifer J McGrathPERFORM Centre, Concordia University, Montreal, Quebec, Canada.ORCID 0000-0003-1999-5047
EPOCH Collaborative Group
Erasmus MC · NLConcordia University · CALinköping University · SEThe University of Melbourne · AUUniversity of Warwick · GBCentre Hospitalier de l’Université de Montréal · CACree Board of Health and Social Services of James Bay · CARegion ÖstergötlandStanford University · US

Funding

CIHR HDF-70335CIHR MOP-123079
6 · The paper itself

Abstract

objectiveThis 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).

methodsSecondary 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.

findingsAll 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).

conclusionFindings 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.

Indexed as

Attention Deficit Disorder with HyperactivityBirth CohortChildChild, PreschoolEducational StatusFemaleHumansIncomeInfant, NewbornMaleSocial ClassSocioeconomic Factors

Identifiers

PMID35294456
PMCPMC8926184
OpenAlexW4221004373

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.