ArticlePloS one2022
Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries.
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.
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24 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Pooled it
- Shared and disorder-specific prenatal and perinatal risk factors for neurodevelopmental disorders: a nationwide cohort study.Molecular psychiatry · 2026Article
- Incidence of ADHD diagnoses and medication initiation among children and adolescents in Norway from 2016-2024.European child & adolescent psychiatry · 2026Article
- [Patient and family predictors of group intervention outcomes in children with attention-deficit/hyperactivity disorder: a multidimensional model analysis].Nan fang yi ke da xue xue bao = Journal of Southern Medical University · 2026Article
- Correction: Implications for the Prevention of Poverty-Related Environmental Risks for Childhood ADHD: A Narrative Review.Child psychiatry and human development · 2026Article
- Maternal migraine and offspring ADHD: triangulating the evidence.BMC medicine · 2026Article
- Parental education level and ADHD diagnosis in childhood and adolescence: the moderating roles of gender, age, and family history of ADHD.European child & adolescent psychiatry · 2026Article
- Association between some environmental risk factors and attention-deficit hyperactivity disorder among children in Egypt: a case-control study.Italian journal of pediatrics · 2025Article
- Maternal exacerbating and protective factors that shape the prevalence and severity of child attention-deficit hyperactivity disorder: a narrative review.Frontiers in psychiatry · 2025Review
- Association of premature birth and maternal education level on attention deficit hyperactivity disorder in children: A meta-analysis.World journal of psychiatry · 2024Article
- Early family socioeconomic status and asthma-related outcomes in school-aged children: Results from seven birth cohort studies.Journal of epidemiology and community health · 2024Article
- Prenatal maternal stress, breastfeeding and offspring ADHD symptoms.European child & adolescent psychiatry · 2024Article
- Metalinguistic and Reading Skills in a Sample of Colombian Children with Attention Deficit Hyperactivity Disorder.Children (Basel, Switzerland) · 2024Article
- Parental education and children's depression, anxiety, and ADHD traits, a within-family study in MoBa.NPJ science of learning · 2024Article
- Early environmental predictors for attention-deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD) and their co-occurrence: The prospective ABIS-Study.Scientific reports · 2024Article
- Childhood attention-deficit hyperactivity disorder: socioeconomic inequalities in symptoms, impact, diagnosis and medication.Child and adolescent mental health · 2024Article
- Associations between symptoms of attention-deficit hyperactivity disorder, socioeconomic status and asthma in children.Npj mental health research · 2024Article
- Attention-deficit/hyperactivity disorder.Nature reviews. Disease primers · 2024Review
- Article
- Exposure to Smoking as a Predictor of ADHD Subtypes Among Children Within Saudi Arabia: An Observational Study.Tobacco use insights · 2024Article
Corrections and comments
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Authors and funding
16 authors at 9 institutions in 6 countries.
Funding
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.
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