Reducing mental health inequalities through hypothetical interventions in early childhood: Evidence from mediation analysis using the UK Millennium Cohort Study
Chua, Y. W.; McHale, P.; Schlueter, D. K.; Straatmann, V.; Lai, E. T. C.; Campbell, M.; Plant, B.; Black, M.; Taylor-Robinson, D.
Show abstract
The early childhood environment influences later mental health, but it remains unclear which aspects are most important for reducing inequalities. We quantified how socioeconomic inequalities in mental health at 5 and 17 years (y) would change under hypothetical interventions on five aspects of the early childhood environment. We analysed parent-reported data from the UK Millennium Cohort Study (n=15513). Socioeconomic circumstances (SEC) were assessed using maternal education at 9 months. Mental health was measured using the Strengths and Difficulties Questionnaire total difficulties score at both ages. Five mediator pathways - neighbourhood, social support, material home environment, household adversity, and parent-child relations - were identified through stakeholder consultation and literature. Interventional Disparity Measures (IDMs) estimated how mental health inequalities would change if the confounder-adjusted mediator distributions for children in low SEC were shifted to match those in high SEC, using Monte Carlo simulations with imputed missing data. Mental health difficulties were higher among children in the low SEC (Primary or Lower) compared to high SEC (Tertiary) group (5y: 3.3[95%CI: 3.0;3.6] points; 17y: 3.1[2.8;3.5] points). Shifting all five pathways reduced these inequalities by around one-third (5y: -32%[-40;-23]; 17y: -35%[-48;-26]). At 5y, most of the inequality reduction was attributable to shifts in parent-child relations (-22% [-27;-16]). At 17y, both parent-child relations (-15%[-22;-9]) and social support (-11%[-21;-6]) were equally important. To reduce socioeconomic inequalities in mental health, policymakers should prioritise early interventions that improve parent-child relations and access to social support, while recognising the broader influence of neighbourhood, material, and household psychosocial contexts on these pathways.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Risk of common psychiatric disorders, suicidal behaviours and premature mortality following violent victimisation: A matched cohort and sibling-comparison study of 127,628 people who experienced violence in Finland and Sweden 94%
- Adverse childhood experiences: associations with educational attainment and adolescent health, and the role of family and socioeconomic factors. Analysis of a prospective cohort study. 94%
- Socioeconomic inequalities in prevalence and development of multimorbidity across adulthood: findings from the MRC 1946 National Survey of Health & Development 92%
Similar papers in this journal
- Does pre-infection stress increase the risk of long COVID? Longitudinal associations between adversity worries and experiences in the month prior to COVID-19 infection and the development of long COVID and specific long COVID symptoms 94%
- Associations of socioeconomic position and adverse childhood experiences with health-related behaviour changes and changes to employment during the first COVID-19 lockdown in the UK 93%
- Educational Inequality in Multimorbidity: Causality and Causal Pathways. A Mendelian Randomisation Study in UK Biobank 92%
Similar papers in this journal
- Establishing the causal role of intimate partner violence and abuse on depressive symptoms in young adults: a population-based cohort study 94%
- Parental Income Gradients in Adult Health: A National Cohort Study 94%
- How important are parents in the development of child anxiety and depression? A genomic analysis of parent-offspring trios in the Norwegian Mother Father and Child Cohort Study (MoBa) 91%
Similar papers in this journal
- Association of public care in childhood with social, criminal, cognitive, and health outcomes in middle-age: six decades of follow-up of members of the 1958 Birth Cohort Study 93%
- Long COVID and financial outcomes: Evidence from four longitudinal population surveys 92%
- Mental health and health behaviours before and during the initial phase of the COVID-19 lockdown: Longitudinal analyses of the UK Household Longitudinal Study 92%
Similar papers in this journal
- Using DNA to predict behaviour problems from preschool to adulthood 93%
- Prenatal maternal infections and early childhood developmental outcomes: Analysis of linked administrative health data for Greater Glasgow & Clyde, Scotland 92%
- Psychological Legacies of Intergenerational Trauma under South African Apartheid: Prenatal Stress Predicts Increased Psychiatric Morbidity during Late Adolescence and Early Adulthood in Soweto, South Africa 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.