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 I. Gauvin, Susan A Clifford, Yara Abu Awad et al. · 2022 · 42 citationsRead the paper
OBJECTIVE: This 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). METHODS: Secondary 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. FINDINGS: All 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). CONCLUSION: Findings 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.
What the full text shows
Tested in real conditions- Low maternal education in early childhood is associated with a higher risk of ADHD in late childhood compared to high maternal education. — 113% higher risk (RR 2.13) (Pooled estimate across 44,925 children in 6 industrialized countries)
- Low household income in early childhood is associated with a higher risk of ADHD in late childhood compared to high household income. — 83% higher risk (RR 1.83) (Pooled estimate across 44,925 children in 6 industrialized countries)
- Middle maternal education and middle household income both show a similar increased risk of ADHD compared to high SES. — 42% higher risk (RR 1.42 for both) (Pooled estimate across 44,925 children in 6 industrialized countries)
- The largest potential absolute reduction in ADHD prevalence via increased maternal education was found in Australia and Sweden. — 4% and 3% lower prevalence, respectively (Measured by Slope Index of Inequality (SII))
- The largest potential absolute reduction in ADHD prevalence via increased household income was found in Quebec and Canada. — 6% and 5% lower prevalence, respectively (Measured by Slope Index of Inequality (SII))
- Setup
- Pooled data from 44,925 children across seven cohorts in the UK, Australia, Canada, The Netherlands, USA, and Sweden; ADHD measured at age 9-11, SES measured <5 years.
- How
- Secondary analysis of seven birth cohorts using generalized linear models with a log link to estimate Risk Ratios (RR) and the Slope Index of Inequality (SII). The study adjusted for child sex, mother age at birth, mother ethnicity, and multiple births.
- Limitations
- Reliance on parental reports for ADHD diagnosis in most cohorts, potentially introducing informant bias. · High heterogeneity in pooled estimates for maternal education. · Variations in ADHD prevalence and diagnostic access across different countries. · US cohort excluded children born to mothers under 24 years old.
Summarized by Gemma 4 from the open-access full text · 14 Oct 2026. Read it