Evidence map›Paper›PMID 36622675›Full record

ArticleJAMA network open2023

Association of Childhood Externalizing, Internalizing, and Comorbid Symptoms With Long-term Economic and Social Outcomes.

Francis Vergunst, Melissa Commisso, Marie-Claude Geoffroy, Caroline Temcheff, Martine Poirier, Jungwee Park, Frank Vitaro, Richard Tremblay, Sylvana Côté, Massimilliano Orri

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
54citing papers in PubMed, 5 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

54 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
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  6. Trial
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  9. Predicting psychopathology symptom trajectories using machine learning: a 33-year prospective study.Journal of child psychology and psychiatry, and allied disciplines · 2026
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  14. Time-dependent association between prenatal hair glucocorticoid levels and child behavior problems.Journal of child psychology and psychiatry, and allied disciplines · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Francis VergunstDepartment of Special Needs Education, University of Oslo, Oslo, Norway.
Melissa CommissoDepartment of Psychology, Concordia University, Montreal, Québec, Canada.
Marie-Claude GeoffroyMcGill Group for Suicide Studies, Department of Psychiatry, Douglas Mental Health University Institute, Montreal, Québec, Canada.
Caroline TemcheffDepartment of Educational and Counselling Psychology, McGill University, Montreal, Québec, Canada.
Martine PoirierDepartment of Education, University of Rimouski, Rimouski, Québec, Canada.
Jungwee ParkStatistics Canada, Ottawa, Ontario, Canada.
Frank VitaroDepartment of Psychoeducation, University of Montreal, Montreal, Québec, Canada.
Richard TremblayDepartment of Social and Preventive Medicine, University of Montreal, Montreal, Québec, Canada.
Sylvana CôtéDepartment of Social and Preventive Medicine, University of Montreal, Montreal, Québec, Canada.
Massimilliano OrriMcGill Group for Suicide Studies, Department of Psychiatry, Douglas Mental Health University Institute, Montreal, Québec, Canada.

Funding

CIHR
6 · The paper itself

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

Behavioral SymptomsAdultChildCohort StudiesComorbidityFemaleHumansLongitudinal StudiesMaleProspective Studies

Identifiers

PMID36622675
PMCPMC9856729

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.