Childhood emotional symptom trajectories in three generationally and socio-ethnically distinct UK birth cohorts
Fairweather, S. J.; Kwong, A. S. F.; Deniz, E.; Hammerton, G.; Khandaker, G. M.; Jones, H. J.
Show abstract
Background: Depression and anxiety symptoms emerge early in life. We examined developmental trajectories of emotional symptoms, starting from early childhood, in three UK birth-cohorts spanning successive generations and diverse socio-ethnic contexts. Methods: Using data from three longitudinal, population-based UK birth-cohorts: Avon Longitudinal Study of Parents and Children (ALSPAC), Millenium Cohort Study (MCS), and Born in Bradford (BiB) we identified group-based trajectories of emotional symptoms using repeated Strengths and Difficulties Questionnaire, Emotional Subscale (SDQ-E) scores from ages 3-14y. Baseline samples comprised children with [≥]1 SDQ-E measure between age 3-14y (NALSPAC=11,025; NMCS=15,446; NBiB=6711). Participants were born three decades apart (ALSPAC: 1990-2, MCS: 2000-2, BiB: 2007-10) in distinct socioeconomic and ethnic contexts. We characterised group membership by: female sex, non-white ethnicity, maternal depression/anxiety and IMD quintile. In ALSPAC we modelled associations between trajectories and depression/anxiety diagnoses in early adulthood (24y and 30y). Results: In all cohorts 49% were female. ALSPAC had few non-white participants (4%) compared to MCS (17%) and BiB (66%). Each cohort had low-, mid- and high-level symptom trajectories. High-level trajectories comprised 6-7% of the population in each cohort. However, in younger cohorts, high-level symptom trajectories started high and persisted from age 3-5y but started low and increased in the oldest cohort. Female sex and maternal depression/anxiety were associated with higher odds of high-level or increasing symptom trajectories across all cohorts. Higher socioeconomic status and belonging to the ethnic majority was protective. Mid- and high-level symptom trajectories had higher odds of depression/anxiety diagnoses in early-adulthood in the older ALSPAC cohort. Conclusions: Developmental trajectories of emotional symptoms across childhood and adolescence are broadly similar across generations and diverse social contexts. However, children born more recently and in more diverse contexts may experience more persistent, severe emotional symptoms from a young age Key words: Longitudinal trajectories; emotional symptoms; SDQ, ALSPAC; MCS; Born in Bradford
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Childhood trajectories of emotional and behavioral difficulties are related to polygenic liability for mood and anxiety disorders 96%
- Parental income and psychiatric disorders from age 10 to 40: a genetically informative population study 94%
- Combined polygenic risk scores of different psychiatric traits predict general and specific psychopathology in childhood 93%
Similar papers in this journal
- Father absence and trajectories of offspring mental health across adolescence and young adulthood: findings from a UK-birth cohort 96%
- Traumatic life events as predictors for depression in middle-aged men and women: A Finnish twin study 94%
- Which traits predict elevated distress during the Covid-19 pandemic? Results from a large, longitudinal cohort study with psychiatric patients and healthy controls 94%
Similar papers in this journal
- Using Major Depression Polygenic Risk Scores to Explore the Depressive Symptom Continuum 94%
- No Relationship between Male Pubertal Timing and Depression – New Insights from Epidemiology and Mendelian Randomization 94%
- Association between psychological distress trajectories from adolescence to midlife and mental health during the pandemic: Evidence from two British birth cohorts 93%
Similar papers in this journal
- Maternal postnatal depression and offspring depression at age 24 years in a UK-birth cohort: the mediating role of maternal nurturing behaviours concerning feeding, crying and sleeping 93%
- Face covering adherence is positively associated with better mental health and wellbeing: a longitudinal analysis of the CovidLife surveys 91%
- Cohort Profile: Investigating Antidepressant Response within Generation Scotland 91%
Similar papers in this journal
- The role of rare copy number variants in early-onset depression 94%
- Childhood trajectories of internalising and externalising problems associated with a polygenic risk score for neuroticism in a UK birth cohort study 94%
- Changes in child and adolescent mental health across the COVID-19 pandemic (2018-2023): Insights from general population and clinical samples in the Netherlands 94%
"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.