ArticleChild and adolescent psychiatry and mental health2021
The whole is greater than the sum of its parts: profiles of multiple mental health risk factors using Latent class analysis.
Article in Child and adolescent psychiatry and mental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Implementing Universal Whole-Person Screening in High Schools: Lessons From a School-Health System Partnership.The Journal of school health · 2026Article
- Risk and resilience from early to middle childhood in three-generation families: Grandmother coresidence stability matters.Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association (Division 43) · 2026Article
- Growing Up in Families with Parenting Stress and Conflict: Longitudinal Psychosocial Risk Patterns, Behavioral Problems and the Moderating Role of the Home Learning Environment.Children (Basel, Switzerland) · 2026Article
- Latent class analysis of psychological resilience in patients with brain glioma.Frontiers in public health · 2026Article
- Exploring syndemic vulnerability among adolescents living in urban cities in the Netherlands: a latent class analysis.BMJ public health · 2026Article
- Latent class analysis of depression among maintenance hemodialysis patients in China: a multicenter cross-sectional study.Renal failure · 2025Article
- Configurations of Family Risk Factors and Mental Health Symptoms Among Grade 4-6 Children in Guangdong, China: A Large-Scale Crisp-Set Qualitative Comparative Analysis Based on a Cumulative Risk Model.Alpha psychiatry · 2025Article
- Mental health in children with and without disabilities in a register-based Swedish sample supports the two-continua model: a latent class analysis.BMC public health · 2025Article
- Identifying Different Immunoresistance Risk Profiles Among Experienced Aesthetic Botulinum Neurotoxin A Recipients: A Latent Class Analysis.Journal of cosmetic dermatology · 2025Article
- Latent classes of mental health disorders and their associations with polymorphisms of 5HTTLPR and BDNF in a Chilean primary care population.Global mental health (Cambridge, England) · 2025Article
- Use of the Consumer Health Literacy Quotient to Quantify and Explore Self-Care Readiness Among Consumers in Four Asia-Pacific Countries.Healthcare (Basel, Switzerland) · 2024Article
- Pregnancy complications and childhood mental health: is the association modified by sex or adverse social circumstances? Findings from the 'growing up in Ireland' national infant cohort study.Social psychiatry and psychiatric epidemiology · 2024Article
- Multiple Risk in Pregnancy- Prenatal Risk Constellations and Mother-Infant Interactions, Parenting Stress, and Child Externalizing and Internalizing Behaviors: A Prospective Longitudinal Cohort Study from Pregnancy to 18 Months Postpartum.Research on child and adolescent psychopathology · 2024Article
- Youth Suicide and Self-Harm: Latent Class Profiles of Adversity and the Moderating Roles of Perceived Support and Sense of Safety.Journal of youth and adolescence · 2023Article
- Profiles of risk factors for depressive and anxiety symptoms during the COVID-19 pandemic: A latent class analysis.Psychiatry research · 2023Article
- Co-occurrence, stability and manifestation of child and adolescent mental health problems: a latent transition analysis.BMC psychology · 2022Article
- The Potential for Outdoor Nature-Based Interventions in the Treatment and Prevention of Depression.Frontiers in psychology · 2022Review
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Abstract
backgroundThe exposure to an accumulation of various risk factors during childhood and adolescence relative to a single risk is associated with poorer mental health. Identification of distinct constellations of risk factors is an essential step towards the development of effective prevention strategies of mental disorders. A Latent class analysis (LCA) extracts different combinations of risk factors or subgroups and examines the association between profiles of multiple risk and mental health outcomes.
methodsThe current study used longitudinal survey data (KiGGS) of 10,853 German children, adolescents and young adults. The LCA included 27 robust risk and protective factors across multiple domains for mental health.
resultsThe LCA identified four subgroups of individuals with different risk profiles: a basic-risk (51.4%), high-risk (23.4%), parental-risk (11.8%) and social-risk class (13.4%). Multiple risk factors of the family domain, in particular family instability were associated with negative mental health outcomes (e.g. mental health problems, depression, ADHD) and predominately comprised late adolescent girls. The social environment represented a more common risk domain for young males.
conclusionThe understanding of multiple risk and different risk "profiles" helps to understand and adjust targeted interventions with a focus on vulnerable groups.
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