ArticleEpidemiology and psychiatric sciences2017
The population cost-effectiveness of delivering universal and indicated school-based interventions to prevent the onset of major depression among youth in Australia.
Article in Epidemiology and psychiatric sciences, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 8 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
34 citing papers in PubMed, 8 syntheses or guidelines pooled it, 94 citations in OpenAlex.
- The impact of universal, school based, interventions on help seeking in children and young people: a systematic literature review.European child & adolescent psychiatry · 2024Pooled it
- Economic Evaluations of Digital Health Interventions for Children and Adolescents: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Modelling in economic evaluation of mental health prevention: current status and quality of studies.BMC health services research · 2022Pooled it
- Cost-effectiveness analysis of paediatric mental health interventions: a systematic review of model-based economic evaluations.BMC health services research · 2022Pooled it
- Digital interventions in mental health: evidence syntheses and economic modelling.Health technology assessment (Winchester, England) · 2022Pooled it
- Cost-effectiveness evidence of mental health prevention and promotion interventions: A systematic review of economic evaluations.PLoS medicine · 2021Pooled it
- Economic Evaluations of Public Health Interventions to Improve Mental Health and Prevent Suicidal Thoughts and Behaviours: A Systematic Literature Review.Administration and policy in mental health · 2021Pooled it
- Systematic Review and Critique of Methods for Economic Evaluation of Digital Mental Health Interventions.Applied health economics and health policy · 2021Pooled it
- Randomized control trial of a culturally adapted behavioral activation therapy for Muslim patients with depression in Pakistan.World journal of psychiatry · 2023Trial
- Cost-effectiveness of Brief Behavioral Therapy for Pediatric Anxiety and Depression in Primary Care.JAMA network open · 2021Trial
- The Cost Effectiveness of Treatment Strategies for Depression in Ethiopia: A Multiple Cohort Markov Model Analysis.Applied health economics and health policy · 2026Article
- Did national implementation of interpersonal counseling improve adolescent depression treatment pathways in primary care? Protocol for a longitudinal cohort study.BMC public health · 2026Article
- Cost-effectiveness of school-based interventions for well-being and mental health literacy of pupils in year 9 in England: AWARE cluster randomised controlled trial.BJPsych open · 2026Article
- Reducing anxiety and depression in Chinese adolescents through group behavioral activation: a pilot study with school-based implementation.Child and adolescent psychiatry and mental health · 2025Article
- Perceptions of Child-Adult Relationship Enhancement (CARE) Training Usefulness for Educational, Behavioral, and Allied Health Professionals: Attitudes Toward Evidence-Based Practices.Journal of clinical psychology in medical settings · 2025Article
- Cost-effectiveness analysis of preventive strategies for child anxiety and depression: a health service perspective.Child and adolescent psychiatry and mental health · 2025Article
- Cost-utility analysis of school-based depression prevention interventions for Thai adolescents with subsyndromal depression.BMC psychiatry · 2025Article
- The impact of universal mental health screening on stigma in primary schools.Child and adolescent psychiatry and mental health · 2025Article
- Article
- The cost-effectiveness of school-based interventions for chronic diseases: a systematic review.Cost effectiveness and resource allocation : C/E · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimsSchool-based psychological interventions encompass: universal interventions targeting youth in the general population; and indicated interventions targeting youth with subthreshold depression. This study aimed to: (1) examine the population cost-effectiveness of delivering universal and indicated prevention interventions to youth in the population aged 11-17 years via primary and secondary schools in Australia; and (2) compare the comparative cost-effectiveness of delivering these interventions using face-to-face and internet-based delivery mechanisms.
methodsWe reviewed literature on the prevention of depression to identify all interventions targeting youth that would be suitable for implementation in Australia and had evidence of efficacy to support analysis. From this, we found evidence of effectiveness for the following intervention types: universal prevention involving group-based psychological interventions delivered to all participating school students; and indicated prevention involving group-based psychological interventions delivered to students with subthreshold depression. We constructed a Markov model to assess the cost-effectiveness of delivering universal and indicated interventions in the population relative to a 'no intervention' comparator over a 10-year time horizon. A disease model was used to simulate epidemiological transitions between three health states (i.e., healthy, diseased and dead). Intervention effect sizes were based on meta-analyses of randomised control trial data identified in the aforementioned review; while health benefits were measured as Disability-adjusted Life Years (DALYs) averted attributable to reductions in depression incidence. Net costs of delivering interventions were calculated using relevant Australian data. Uncertainty and sensitivity analyses were conducted to test model assumptions. Incremental cost-effectiveness ratios (ICERs) were measured in 2013 Australian dollars per DALY averted; with costs and benefits discounted at 3%.
resultsUniversal and indicated psychological interventions delivered through face-to-face modalities had ICERs below a threshold of $50 000 per DALY averted. That is, $7350 per DALY averted (95% uncertainty interval (UI): dominates - 23 070) for universal prevention, and $19 550 per DALY averted (95% UI: 3081-56 713) for indicated prevention. Baseline ICERs were generally robust to changes in model assumptions. We conducted a sensitivity analysis which found that internet-delivered prevention interventions were highly cost-effective when assuming intervention effect sizes of 100 and 50% relative to effect sizes observed for face-to-face delivered interventions. These results should, however, be interpreted with caution due to the paucity of data.
conclusionsSchool-based psychological interventions appear to be cost-effective. However, realising efficiency gains in the population is ultimately dependent on ensuring successful system-level implementation.
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