ArticleJAMA network open2023
Association of Childhood Externalizing, Internalizing, and Comorbid Symptoms With Long-term Economic and Social Outcomes.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
54 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Ethnic and socioeconomic inequalities in the mental health of children and young people with pre-existing mental health and neurodevelopmental conditions during the COVID-19 pandemic: a systematic review of longitudinal studies.European child & adolescent psychiatry · 2026Pooled it
- The association between mental health problems in childhood and adolescence and educational and labor market outcomes in adulthood: a systematic review and meta-analysis of register data studies.Archives of public health = Archives belges de sante publique · 2026Pooled it
- Poverty-reduction interventions combined with psychological interventions: A systematic literature review.Scientific reports · 2025Pooled it
- Cross-national research on adolescent mental health: a systematic review comparing research in low, middle and high-income countries.BMJ global health · 2025Pooled it
- Internalizing and externalizing symptoms in individuals with neurofibromatosis type 1: a systematic review and meta-analysis.Systematic reviews · 2025Pooled it
- Preadolescent Benefits of Parent-Child Interaction Therapy Emotion Development for Preschool Depression: 4-Year Follow-Up.Journal of the American Academy of Child and Adolescent Psychiatry · 2026Trial
- The modular approach to therapy for youths with anxiety, depression, trauma, and conduct problems (MATCH): results from the Norwegian randomized-controlled trial.BMC psychology · 2024Trial
- Effect of a Mobile Game-Based Intervention to Enhance Child Safety: Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Predicting psychopathology symptom trajectories using machine learning: a 33-year prospective study.Journal of child psychology and psychiatry, and allied disciplines · 2026Article
- Seeds of discord: Unravelling family conflict, parenting, and child externalizing behaviours.The British journal of developmental psychology · 2026Article
- Neurophysiological sensitivity in early childhood: EEG aperiodic slope moderates the association between maternal anxiety and child internalizing symptoms.Development and psychopathology · 2026Article
- Longitudinal Transitions Between Internalizing and Externalizing Symptoms and Associations with Substance Use among US Young Adults, 2016-2023.Epidemiology (Cambridge, Mass.) · 2026Article
- Examining early inhibitory control and emotion regulation as predictors of childhood internalizing and externalizing problems: A longitudinal study.JCPP advances · 2026Article
- Time-dependent association between prenatal hair glucocorticoid levels and child behavior problems.Journal of child psychology and psychiatry, and allied disciplines · 2026Article
- Elucidating psychosocial outcome profiles as a function of aggregate genetic risk for suicide attempt and alcohol use disorder.Translational psychiatry · 2026Article
- Shattered Safety? Developmental Trajectories for Conspiracy Mentality and Violent Extremist Attitudes.Journal of youth and adolescence · 2026Article
- Evaluation of epistasis detection methods for quantitative phenotypes.Bioinformatics (Oxford, England) · 2026Article
- Gene-Environment Interplay Beyond Interactions: Psychosocial Environments Mediate Genetic Effects Underlying Externalizing-Behavior Trajectories.Clinical psychological science : a journal of the Association for Psychological Science · 2026Article
- Emotional and behavioral problems in children and adolescents with neurofibromatosis type 1.Pediatric research · 2026Article
- Associations Between Aspects of Diet and Internalizing and Externalizing Behaviors in Children Aged 4 Years.Nutrients · 2026Article
Corrections and comments
- Commented on by
Authors and funding
10 authors.
Funding
Abstract
Importance: Little is known about the long-term economic and social outcomes for children with longitudinally assessed comorbid externalizing and internalizing symptoms, especially compared with children with externalizing symptoms or internalizing symptoms only. Objective: To examine the association between childhood trajectories of externalizing, internalizing, and comorbid symptoms and long-term economic and social outcomes. Design, Setting, and Participants: A 32-year prospective cohort study linked with administrative data was conducted in school-aged participants aged 6 to 12 years in the Québec Longitudinal Study of Kindergarten Children (N = 3017) followed up from 1985 to 2017. Data analysis was conducted between August 1, 2021, and March 31, 2022. Exposures: Teacher-rated behavioral symptoms were used to categorize children from age 6 to 12 years into developmental profiles using group-based trajectory modeling. Main Outcomes and Measures: Multivariable regression models were used to test the association between childhood symptom profile group and adult employment earnings, welfare receipt, intimate partnership status, and having children living in the household. Participant sex, IQ, and socioeconomic background were adjusted for. Results: Of 3017 participants in this sample, 1594 (52.8%) were male and 1423 (47.2%) were female. Per confidentiality rules established by Statistics Canada, income variables were rounded to base 100 and count variables were rounded to base 10; the mean (SD) age was 37 (0.29) years at follow-up. Four symptom profiles were identified: no/low (n = 1369 [45.4%]), high externalizing (882 [29.2%]), high internalizing (354 [11.7%]), and comorbid (412 [13.7%]) symptoms. Compared with the no/low symptom profile, participants in the high externalizing-only profile earned $5904 (95% CI, -$7988 to -$3821) less per year and had 2.0 (95% CI, 1.58-2.53) times higher incidence of welfare receipt, while participants in the high internalizing group earned $8473 (95% CI, -$11 228 to -$5717) less per year, had a 2.07 (95% CI, 1.51-2.83) higher incidence of welfare receipt, and had a lower incidence of intimate partnership (incident rate ratio [IRR], 0.89; 95% CI, 0.80-0.99). Participants in the comorbid profile fared especially poorly: they earned $15 031 (95% CI, -$18 030 to -$12 031) less per year, had a 3.79 (95% CI, 2.75-5.23) times higher incidence of annual welfare receipt, and were less likely to have an intimate partner (IRR, 0.71; 95% CI, 0.63-0.79) and children living in the household (IRR, 0.86; 95% CI, 0.80-0.92). Estimated lost earnings over a 40-year working career were $140 515 for the high externalizing, $201 657 for the high internalizing, and $357 737 for the comorbid profiles. Conclusions and Relevance: In this cohort study, children exhibiting sustained childhood high externalizing, high internalizing, or comorbid symptoms were at increased risk of poor economic and social outcomes into middle age. These findings suggest that children exhibiting comorbid problems were especially vulnerable and that early detection and support are indicated.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.