ArticlePloS one2022
Utilisation and costs of mental health-related service use among adolescents.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 8 citations in OpenAlex.
- Healthcare utilization and costs of early childhood mental health problems: a longitudinal analysis using multi-rater assessments and Swedish national registers.Child and adolescent psychiatry and mental health · 2026Article
- From predictive algorithms to generative intelligence: a decadal bibliometric mapping of global research frontiers in AI-driven mental health (2016-2025).Australian journal of psychology · 2026Review
- Can cash transfers protect mental health? Evidence from an observational cohort of children and adolescents living in adverse contexts in Brazil.European psychiatry : the journal of the Association of European Psychiatrists · 2025Observational
- Mental health service use among adolescents in three low- and middle-income countries: An analysis of the National Adolescent Mental Health Surveys.Child and adolescent psychiatry and mental health · 2025Article
- Self-reported psychological distress in childhood and mental health-related hospital attendance among young adults: a 12-year data linkage cohort study from England.Social psychiatry and psychiatric epidemiology · 2025Article
- Global, regional and national burdens of bipolar disorders in adolescents and young adults: a trend analysis from 1990 to 2019.General psychiatry · 2024Article
- Nursing Practice and Telehealth in School Health Services: A Scoping Review.Healthcare (Basel, Switzerland) · 2023Article
Corrections and comments
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Authors and funding
13 authors at 7 institutions in 2 countries.
Funding
Abstract
backgroundThe high level of care needs for adolescents with mental health conditions represents a challenge to the public sector, especially in low and middle-income countries. We estimated the costs to the public purse of health, education, criminal justice and social care service use associated with psychiatric conditions among adolescents in Brazil; and examined whether the trajectory of psychopathology and its impact on daily life, and parental stigma towards mental illness, was associated with service utilisation and costs.
methodsData on reported service use among adolescents from a prospective community cohort (n = 1,400) were combined with Brazilian unit costs. Logistic regression and generalised linear models were used to examine factors associated with service use and associated costs, respectively.
resultsTwenty-two percent of those who presented with a psychiatric disorder used some type of service for their mental health in the previous twelve months. Higher odds of service use were associated with having a diagnosed mental disorder (either incident, [OR = 2.49, 95%CI = 1.44-4.30, p = 0.001], remittent [OR = 2.16, 95%CI = 1.27-3.69, p = 0.005] or persistent [OR = 3.01, 95%CI = 1.69-5.36, p<0.001]), higher impact of symptoms on adolescent's life (OR = 1.32, 95%CI = 1.19-1.47, p<0.001) and lower parental stigma toward mental illness (OR = 1.12, 95%CI = 1.05-1.20, p = 0.001). Average annual cost of service use was 527.14 USD (s.d. = 908.10). Higher cost was associated with higher disorder impact (β = 0.25, 95%CI = 0.12-0.39, p<0.001), lower parental stigma (β = 0.12, 95%CI = 0.02-0.23, p = 0.020) and white ethnicity (β = 0.55, 95%CI = 0.04-1.07, p = 0.036).
conclusionThe impact of mental health problems on adolescents' daily lives and parental stigmatising attitudes toward mental illness were the main predictors of both service use and costs.
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