Skip to content
Open access

Associations between early-life socioeconomic, family and child factors, and anxiety and depression co-developmental trajectories in Brazil - analysis of the 2004 Pelotas Birth Cohort

Sep 2026 · medRxiv · 0 citations
Medicine

Abstract

Background Anxiety and depression often co-occur and typically arise early in the life course. Despite the high prevalence of these conditions in low- and middle-income countries, evidence of early-life factors associated with their developmental patterns remains limited in these settings. Understanding these factors could shape prevention efforts. Methods Using the Brazil-based Pelotas 2004 Birth Cohort (n=3,815), we examined associations between socioeconomic, maternal, and child factors and previously-derived co-developmental trajectories of anxiety and depression across childhood and adolescence. The likelihood of anxiety and depression diagnoses was assessed using the Development and Wellbeing Assessment bands at ages 6, 11 and 15. Early-life factors were measured from birth to age 6. Results Previous analyses identified four anxiety and depression co-development trajectories across childhood and adolescence, characterised by stable-low (53.9%), increasing (28.1%), decreasing (15.1%) and persistent-high (2.9%) likelihood of diagnoses. Using the stable-low class as the reference, maternal depression (child aged 1) and childhood emotional/behavioural problems (age 4) were associated with all three other classes (odds ratio (OR) range for maternal depression: 2.52-5.49; for emotional/behavioural problems: 1.06-1.10). Childhood trauma was associated with decreasing (OR: 3.62, 95% CI: 2.44, 5.37) and persistent-high (OR: 3.21, 95% CI: 1.51, 6.85) classes. Low maternal education (OR: 2.90, 95% CI: 1.28, 6.54) and low support from the father of the child during pregnancy (OR: 2.77, 95% CI: 1.20, 6.42) were associated with the persistent-high class. Maternal cohabitation with a partner at birth was associated with lower odds of children being in the increasing class (OR: 0.65, 95% CI: 0.44, 0.96). Conclusion The co-development of anxiety and depression showed associations with a range of early-life factors. Some factors were associated with anxiety and depression regardless of age at onset (e.g., maternal depression), whilst others were more strongly associated with adolescent-onset (e.g., maternal cohabitation) or persistence across both developmental periods (e.g., maternal education).

Read PDF

Similar papers

Open access Aug 2026

Early Life Environmental Factors and Emotional-Behavioral Problems in South African Children and Adolescents at Age 5 to 16 years: A Prospective Birth Cohort Study.

In this South African setting, prenatal maternal mental health and infections emerged as consistent risk factors for both externalizing and internalizing problems.

Cindy Pham, H. Odendaal, L. Brink et al. · 0 citations
Open access Aug 2026

Pathways Between Family Socioeconomic Status and Early Childhood Development: Evidence From Andean Peru

ABSTRACT Healthy and stimulating early life environments are key for children to develop to their full potential. Household socioeconomic status (SES) is a strong predictor of early child development (ECD). This study used a rich new dataset from Andean Peru to examine the pathways through which household SES shapes EC...

K. Hinckley, D. C. McCoy, Lena Jäggi et al. · 0 citations
Open access Sep 2026

The impact of early multiple language exposure on hyperactivity/inattention symptom trajectories during childhood: Results from a UK birth cohort

Inattention and hyperactivity are common in childhood, yet their developmental trajectories vary widely. This study examines whether early multiple language exposure (MLE) is associated with hyperactivity/inattention symptoms using data from 13,175 participants in the UK Millennium Cohort Study. MLE, reported by pare...

E. Papachristou, Roberto Filippi, M. McAvoy et al. · 0 citations
Open access Aug 2026

Growth in Childhood and Cardiovascular Health in Young Adulthood in Four Low- and Middle- Income Countries: Findings from the COHORTS Consortium

Early-life growth patterns and educational attainment are associated with cardiovascular health in young adulthood across diverse LMIC settings, supporting life-course strategies to promote cardiovascular health.

S. Qabazard, L. Ware, B. Horta et al. · 0 citations
Open access Aug 2026

Temperament as a Risk Factor for Clinical Diagnosis During the Transition From Childhood Through Adolescence and Young Adulthood: A 16-Year Multimethod Longitudinal Study

Identifying early temperamental predictors of later psychopathology is crucial for detecting at-risk individuals and implementing targeted prevention efforts. However, there is limited research using laboratory-based observations of temperament and “gold-standard” assessments of psychiatric disorders across early adole...

N. Lorenzo, H. Bui, Selin Zeytinoglu et al. · 1 citation
Oct 2026

Trajectory of maternal perinatal negative psychological states and its association with early offspring neurodevelopment: A longitudinal cohort study.

BACKGROUND Existing studies often examined single psychological states in isolation (depression, anxiety, stress) or used static assessments, limiting the understanding of dynamic trajectories and synergistic effects of co-occurring psychological states. The study was designed to tackle both major limitations. METHOD...

Yi-Juan Du, Yan-Fei Cao, Zhi-Run Cheng et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.