ArticlePloS one2018
Trajectories of maternal depressive symptoms during pregnancy and the first 12 months postpartum and child externalizing and internalizing behavior at three years.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06455397 (Implementing BEAM), which is not on this map. Cited by 99 papers, 7 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Implementing BEAM: An mHealth Tool to Prevent Mental Health Problems and Improve Developmental Outcomes in Young Children
Who cites it
99 citing papers in PubMed, 7 syntheses or guidelines pooled it, 184 citations in OpenAlex.
- Association of parental prenatal mental health with offspring neurodevelopmental disorders: a systematic review and meta-analysis.Psychological medicine · 2026Pooled it
- Association between postnatal mental health-related hospitalisation and child development and education outcomes: a systematic review and meta-analysis.Frontiers in global women's health · 2026Pooled it
- Prenatal stress and externalizing behaviors in childhood and adolescence: A systematic review and meta-analysis.Psychological bulletin · 2024Pooled it
- Pooled it
- Exploring Heterogeneity in perinatal depression: a comprehensive review.BMC psychiatry · 2023Pooled it
- App-based interventions for the prevention of postpartum depression: a systematic review and meta-analysis.BMC pregnancy and childbirth · 2023Pooled it
- Global burden of antenatal depression and its association with adverse birth outcomes: an umbrella review.BMC public health · 2020Pooled it
- Collaborative tailoring of the Reach Out, Stay Strong Essentials (ROSE) program for pregnant veterans in the U.S. Veterans Health Administration: a qualitative case study of contextual conditions and adaptations.BMC health services research · 2025Trial
- Impacts of a tiered intervention on child internalizing and externalizing behavior in the context of maternal depression.Development and psychopathology · 2025Trial
- Trial
- Article
- Examining Associations Between the Timing of Maternal Depressive Symptoms, Parenting Behaviors, and Child Outcomes.Journal of the American Academy of Child and Adolescent Psychiatry · 2026Article
- Maternal mental health and its influence on children's early development: Evidence from Khyber Pakhtunkhwa, Pakistan.Infant mental health journal · 2026Article
- Time-dependent association between prenatal hair glucocorticoid levels and child behavior problems.Journal of child psychology and psychiatry, and allied disciplines · 2026Article
- Infant negative affect, maternal intrusiveness, and child outcomes: The moderating role of maternal mind-mindedness in shaping psychopathology risk or resilience.Infant mental health journal · 2026Article
- Beyond single time points: prospective longitudinal maternal depression trajectories shape infant social behavior in the first year.European child & adolescent psychiatry · 2026Article
- Trajectories of depressive symptoms across pregnancy and the extended postpartum period and future cardiovascular health.medRxiv : the preprint server for health sciences · 2026Article
- Trajectories of perinatal depressive symptoms in women with overweight and obesity.Journal of behavioral medicine · 2026Article
- Temporal trends, geographic patterns and predictors of chronic health conditions in Australian children: a mixed multilevel analysis.BMJ paediatrics open · 2026Article
- Longitudinal maternal depression and child mental health from pregnancy to child age 7: a study of three life course frameworks.Social psychiatry and psychiatric epidemiology · 2026Article
39 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMost evidence of the association between maternal depression and children's development is limited by being cross-sectional. To date, few studies have modelled trajectories of maternal depressive symptoms from pregnancy through the early postpartum years and examined their association with social emotional and behavior functioning in preschool children. The objectives of this study were to: 1) identify distinct groups of women defined by their trajectories of depressive symptoms across four time points from mid-pregnancy to one year postpartum; and 2) examine the associations between these trajectories and child internalizing and externalizing behaviors.
methodsWe analyzed data from the All Our Families (AOF) study, a large, population based pregnancy cohort of mother-child dyads in Alberta, Canada. The AOF study is an ongoing pregnancy cohort study designed to investigate relationships between the prenatal and early life period and outcomes for children and mothers. Maternal depressive symptoms were assessed using the Edinburgh Postnatal Depression Scale. Children's behavioral functioning at age 3 was assessed using the Behavior Scales developed for the Canadian National Longitudinal Survey of Children and Youth. Longitudinal latent class analysis was conducted to identify trajectories of women's depressive symptoms across four time points from pregnancy to 1 year postpartum. We used multivariable logistic regression to assess the relationship between trajectories of maternal depressive symptoms and children's behavior, while adjusting for other significant maternal, child and psychosocial factors.
results1983 participants met eligibility criteria. We identified four distinct trajectories of maternal depressive symptoms: low level (64.7%); early postpartum (10.9%); subclinical (18.8%); and persistent high (5.6%). In multivariable models, the proportion of children with elevated behavior symptoms was highest for children whose mothers had persistent high depressive symptoms, followed by mothers with moderate symptoms (early postpartum and subclinical trajectories) and lowest for minimal symptoms. After accounting for demographic, child and psychosocial factors, the relationships between depression trajectories and child hyperactivity/inattention, physical aggression (subclinical trajectory only) and separation anxiety symptoms remained significant.
conclusionThese findings suggest both externalizing and internalizing children's behaviors are associated with prolonged maternal depressive symptoms. There is a good case for the need to move beyond overly simplistic clinical cutoff approaches of depressed/not depressed in screening for perinatal depression. Women with elevated depressive symptoms at clinical and subclinical levels need to be identified, provided with evidence-based treatment, and monitored with repeat screening to improve maternal mental health outcomes and reduce the risk of associated negative outcomes on children's early social-emotional and behavior development.
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