Evidence map›Paper›PMID 40526305›Full record

ArticleEuropean child & adolescent psychiatry2025

What is the relationship between individual and clusters of lifestyle behaviours during early adolescence with future youth mental health? a prospective cohort study.

André O Werneck, Davy Vancampfort, Felipe Schuch, Dara Aldisi, Nasser Al-Daghri, Arnold Baca, Lee Smith, Joseph Firth, Brendon Stubbs

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Article in European child & adolescent psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

9 authors.

André O WerneckCenter for Epidemiological Research in Nutrition and Health, Department of Nutrition, School of Public Health, Universidade de São Paulo (USP), Av. Dr. Arnaldo 715 Cerqueira César, São Paulo, 01246-904, SP, Brazil. andrewerneck@usp.br.
Davy VancampfortDepartment of Rehabilitation Sciences, KU Leuven, Leuven, Belgium.
Felipe SchuchDepartment of Sports Methods and Techniques, Federal University of Santa Maria, Santa Maria, Brazil.
Dara AldisiDepartment of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, 11451, Saudi Arabia.
Nasser Al-DaghriChair for Biomarkers of Chronic Diseases, Biochemistry Department, College of Science, King Saud University, Kingdom of Saudi Arabia, Riyadh, 11451, Saudi Arabia.
Arnold BacaCentre for Sport Science and University Sports, University of Vienna, Vienna, Austria.
Lee SmithCentre for Health Performance and Wellbeing, Anglia Ruskin University, Cambridge, UK.
Joseph FirthDivision of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK.
Brendon StubbsDepartment of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Funding

Fundação de Amparo à Pesquisa do Estado de São Paulo 2023/00790-3King Saud University RSPD2024R716UK Research and Innovation Future Leaders Fellowship MR/T021780/1
6 · The paper itself

Abstract

aimTo analyze the gender stratified associations of individual and clustered unhealthy behaviors during early adolescence (i.e., 11 years) with internalizing and externalizing symptoms during mid- and late adolescence (i.e., 14 and 17 years).

methodsWe used data from the Millennium Cohort Study including 9127 (4642 girls) participants at 14 years of age and 6970 (3611 girls) at 17 years of age. Internalizing and externalizing symptoms were self-reported by the main caregiver using the Strengths and Difficulties Questionnaire at 11 years, 14 years, and 17 years. Depressive symptoms were estimated using the Mood and Feelings Questionnaire at 14 years. Psychological distress was assessed using the six-item Kessler psychological distress scale at 17 years. Unhealthy behaviors (i.e., low sports practice, elevated TV-viewing, daily soft drink consumption, < 2 portions/day of fruits, alcohol consumption and tobacco use) were assessed at 11years. We used negative binomial regression models, adjusting for potential confounders assessed at 11y.

resultsClustering three or more unhealthy behaviors at 11 years was associated with higher depressive symptoms (Boys: incidence rate ratio, IRR: 1.35; 95% CI: 1.17–1.56; Girls: 1.23; 1.10–1.38) and peer problems (boys: 1.36; 1.17–1.56; girls: 1.22; 1.08–1.38) at 14 years in both genders, as well as emotional problems among boys. Similarly, clustering three or more unhealthy behaviors was associated with higher peer problems (boys: 1.33; 1.16–1.51; girls: 1.24; 1.08–1.42) and psychological distress (boys:1.14; 1.04–1.25; girls: 1.10; 1.02–1.30) at 17 years among both genders as well as emotional problems among boys. Despite the high prevalence emotional problems among girls in both waves, there was a linear trend of increasing risk of the outcome with the increase in the number of unhealthy behaviors. Low sports practice and TV viewing were the unhealthy behaviors most consistently associated with later mental health-related outcomes.

conclusionClustering two or more unhealthy behaviors during early adolescence was associated with higher internalizing and depressive symptoms in mid-adolescence, as well as internalizing symptoms and psychological distress in late adolescence.

Indexed as

Adolescent BehaviorDepressionHealth BehaviorLife StyleAdolescentChildFemaleHumansMaleProspective StudiesSex FactorsExerciseMental healthPhysical activitySitting timeSocial mediaSportSubstance useYouth

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