SynthesisBMC health services research2022
Modelling in economic evaluation of mental health prevention: current status and quality of studies.
Synthesis in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.
What it found
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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
6 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Economic evaluations of preventive interventions for self-harm and suicide: a systematic review.Psychological medicine · 2026Pooled it
- Estimating the human development impacts and economic returns from an adolescent cash 'plus' programme in Kenya: An economic modelling study.PLOS global public health · 2026Article
- Cost-Effectiveness of a Universal School-Based Mental Health Prevention Program: An Economic Modeling Study in a Limited Income Context.Applied health economics and health policy · 2025Article
- Cost-Effectiveness of Universal Routine Depression Screening for Adolescents in Primary Care.JAMA health forum · 2025Article
- Incorporating Complexity and System Dynamics into Economic Modelling for Mental Health Policy and Planning.PharmacoEconomics · 2024Article
- Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
backgroundThe present study aimed to identify and critically appraise the quality of model-based economic evaluation studies in mental health prevention.
methodsA systematic search was performed on MEDLINE, EMBASE, EconLit, PsycINFO, and Web of Science. Two reviewers independently screened for eligible records using predefined criteria and extracted data using a pre-piloted data extraction form. The 61-item Philips Checklist was used to critically appraise the studies. Systematic review registration number: CRD42020184519.
resultsForty-nine studies were eligible to be included. Thirty studies (61.2%) were published in 2015-2021. Forty-seven studies were conducted for higher-income countries. There were mainly cost-utility analyses (n = 31) with the dominant primary outcome of quality-adjusted life year. The most common model was Markov (n = 26). Most of the studies were conducted from a societal or health care perspective (n = 37). Only ten models used a 50-year time horizon (n = 2) or lifetime horizon (n = 8). A wide range of mental health prevention strategies was evaluated with the dominance of selective/indicate strategy and focusing on common mental health problems (e.g., depression, suicide). The percentage of the Philip checkilst's criteria fulfilled by included studies was 69.3% on average and ranged from 43.3 to 90%. Among three domains of the Philip checklist, criteria on the model structure were fulfilled the most (72.1% on average, ranging from 50.0% to 91.7%), followed by the data domain (69.5% on average, ranging from 28.9% to 94.0%) and the consistency domain (54.6% on average, ranging from 20.0% to 100%). The practice of identification of 'relevant' evidence to inform model structure and inputs was inadequately performed. The model validation practice was rarely reported.
conclusionsThere is an increasing number of model-based economic evaluations of mental health prevention available to decision-makers, but evidence has been limited to the higher-income countries and the short-term horizon. Despite a high level of heterogeneity in study scope and model structure among included studies, almost all mental health prevention interventions were either cost-saving or cost-effective. Future models should make efforts to conduct in the low-resource context setting, expand the time horizon, improve the evidence identification to inform model structure and inputs, and promote the practice of model validation.
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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.