Evidence map›Paper›PMID 41536022›Full record

ArticleChild and adolescent mental health2026

Cumulative effect of multiple health and social factors on adolescent mental well-being: a cross-sectional study in Catalonia.

Marina Robles-Muñoz, Marina Bosque-Prous, Cinta Folch, Helena González-Casals, Gemma Drou-Roget, Cristina Torrado-Cortés, Carles Muntaner, Albert Espelt

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Article in Child and adolescent mental health, 2026. 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Marina Robles-MuñozEpi4Health, Department of Psychobiology and Methodology in Health Sciences, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain.
Marina Bosque-ProusEpi4Health, Department of Psychobiology and Methodology in Health Sciences, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain.ORCID https://orcid.org/0000-0002-8830-8880
Cinta FolchCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
Helena González-CasalsCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
Gemma Drou-RogetDepartament de Salut, Generalitat de Catalunya, Barcelona, Spain.
Cristina Torrado-CortésEpi4health, Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain.
Carles MuntanerBFON, University of Toronto, Toronto, ON, Canada.
Albert EspeltEpi4Health, Department of Psychobiology and Methodology in Health Sciences, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain.

Funding

Plan Nacional sobre Drogas 2021|86Subprograma de Desigualdades sociales en la Salud y en los comportamientos de Salud de las personas jóvenes de España del Centro de Investigación Biomédica en Red de Epidemiologia y Salud Pública (CIBERESP) ESPCP41/2022
6 · The paper itself

Abstract

backgroundWhile numerous studies have explored factors contributing to poor mental health, few have examined the combined influence of multiple health and social factors and their cumulative effect. This study specifically aimed to analyze the cumulative effect of multiple health and social factors associated with poor mental well-being in school-aged adolescents (12-18 years old) in Central Catalonia during the 2021-2022 academic year.

methodsCross-sectional study using data from the 2021-2022 DESKcohort project, with a total sample of 9265 high-school aged students in Central Catalonia (49.2% boys and 50.8% girls). To identify factors associated with poor mental well-being (score < 44 on the Warwick-Edinburgh Mental Well-being Scale), Multilevel Poisson regression models with robust variance were estimated, obtaining prevalence ratios (PR) with their respective 95% confidence intervals (95% CI). The cumulative effect score was derived by summing the factors that were associated with poor mental well-being.

resultsWe observe a gradient where the likelihood of experiencing poor mental well-being increases statistically significantly with exposure to a greater number of multiple health and social factors. In boys, the prevalence ratio increases statistically significantly from PR = 1.59 (p < .040) to PR = 24.52 (p < .001) for 1 and 10 health and social factors combined, and in girls, increases statistically significantly from PR = 2.56 (p < .001) to PR = 16.23 (p < .001) for 1 and 11 health and social factors combined, respectively.

conclusionThe findings of this study highlight the multifaceted nature of mental health and the co-presence of multiple axes of inequality, where overall health, family and psychosocial factors, and health behaviors form a cumulative association with adolescents' poor mental well-being.

Indexed as

Mental HealthPsychological Well-BeingSocial FactorsAdolescentChildCross-Sectional StudiesFemaleHumansMaleSpainAdolescencemental healthpublic healthrisk factors

Identifiers

PMID41536022
PMCPMC13474297

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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.