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Record W4414395284 · doi:10.1007/s00787-025-02854-y

Children’s mental health symptoms over three decades (1993–2022): a comparison of population-based cross-sectional samples

2025· article· en· W4414395284 on OpenAlexaffabout
Ophélie A. Collet, Massimiliano Orri, Cédric Galéra, Brett D. Thombs, Marie‐Claude Geoffroy, Ofélie Trudeau-Ferrin, Danielle Buch, Frank Vitaro, Michel Boivin, Richard E. Tremblay, Sylvana M. Côté

Bibliographic record

VenueEuropean Child & Adolescent Psychiatry · 2025
Typearticle
Languageen
FieldPsychology
TopicChild and Adolescent Psychosocial and Emotional Development
Canadian institutionsUniversité LavalCentre Hospitalier Universitaire Sainte-JustineJewish General HospitalMcGill UniversityUniversité de Montréal
Fundersnot available
KeywordsDisadvantagedMental healthChild and adolescent psychiatrySocioeconomic statusLongitudinal studyPsychological interventionEmotional distressDistress

Abstract

fetched live from OpenAlex

Concerns have been raised about an increase in children's mental health symptoms over the past 30 years, including after COVID-19 lockdowns. Yet, few studies have investigated variations over generations, while considering sex and socioeconomic status. We aimed to address this gap by comparing mental health symptoms (emotional distress, impulsivity/hyperactivity/inattention, disruptive behaviours) reported by classroom teachers of 11-year-olds in three population-based, prospective, representative cohorts in Quebec, Canada. Analyses included 1665 (83%) of the Quebec Longitudinal Study of Kindergarten Children, in 1993; 1305 (62%) of the Quebec Longitudinal Study of Child Development, 2009; and 3871 (100%) of the Quebec Survey of Child Development in Kindergarten, 2022; ~50% boys. Teacher-rated symptoms on the validated Social Behavior Questionnaire showed higher scores of emotional distress and impulsive/hyperactive/inattentive symptoms in 2022 than 2009, and higher in 2009 than 1993 (very small-to-small effect sizes: Cohen's d 0.12 and 0.26 for emotional distress, 0.06 and 0.25 for impulsive/hyperactive/inattentive symptoms, respectively; P < 0.001). Disruptive behaviour symptoms scored lower in 2022 than 2009, though higher in 2009 than 1993, with very small effect sizes (Cohen's d: -0.15 and 0.09, respectively). Boys presented more impulsive/hyperactive/inattentive and disruptive behaviour symptoms than girls; girls showed more emotional distress than boys. Children from economically disadvantaged households (lowest 20% of income distribution) presented higher symptoms rates than advantaged children. These findings provide novel and timely evidence about variations in children's mental health symptom rates over three decades, underscoring the need for preventive interventions as early as elementary school, tailored differentially for boys and socioeconomically disadvantaged children.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.827
Threshold uncertainty score0.348

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.004
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.322
Teacher spread0.304 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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