Center of Data and Knowledge Integration for Health (CIDACS)- Fiocruz, Salvador, Bahia, Brazil.
Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America.
PLoS One. 2022 Oct 6;17(10):e0272481. doi: 10.1371/journal.pone.0272481. eCollection 2022.
Physical, emotional, and social changes, including exposure to poverty, abuse, or violence, increases youth vulnerability to mental illness. These factors interfere with development, limit opportunities, and hamper achievement of a fulfilling life as adults. Addressing these issues can lead to improved outcomes at the population level and better cost-effectiveness for health services. Cash transfer programs have been a promising way to address social drivers for poor mental health. However, it is still unclear which pathways and mechanisms explain the association between socioeconomic support and lower mental illness among youth. Therefore, we will evaluate the effect of social drivers on youth mental health-related hospitalizations and suicide, test mechanisms and pathways of a countrywide socioeconomic intervention, and examine the timing of the intervention during the life course.
We will combine individual-level data from youth national hospitalization, mental health disorders and attempted suicide, suicide registries and notifications of violence, with large-scale databases, including "The 100 Million Brazilian Cohort", over an 18-year period (2001-2018). Several approaches will be used for the retrospective quasi-experimental impact evaluations, such as Regression Discontinuity Designs, Propensity Score Matching and difference-in-differences, combined with multivariable regressions for cohort analyses. We will run multivariate regressions based on hierarchical analysis approach to evaluate the association between important social drivers (mental health care, demographic and economic aspects) on mental health-related hospitalizations and suicide among youth. Furthermore, we will perform microsimulations to generate projections regarding how mental health-related hospitalizations and suicide trends will be in the future based on the current state, and how BFP implementation scenarios will affect these trends.
The results of this project will be of vital importance to guide policies and programs to improve mental health and reduce mental health-related hospitalizations and suicide in youth. It will provide information to improve the effectiveness of these programs worldwide. If cash transfers can decrease mental health problems among youth and reduce suicide.
身体、情感和社会变化,包括贫困、虐待或暴力的暴露,增加了青少年患精神疾病的脆弱性。这些因素干扰了发展,限制了机会,并阻碍了他们成年后过上充实生活的目标。解决这些问题可以提高人口层面的结果,并提高卫生服务的成本效益。现金转移计划一直是解决贫困导致心理健康问题的社会驱动因素的一种有前途的方法。然而,社会经济支持与青少年较低的精神疾病之间的关联的途径和机制仍不清楚。因此,我们将评估社会驱动因素对青少年心理健康相关住院和自杀的影响,测试全国性社会经济干预的机制和途径,并检查干预在生命过程中的时间。
我们将结合青年国家住院、精神健康障碍和自杀未遂、自杀登记和暴力通知的个体层面数据,以及包括“1 亿巴西队列”在内的大规模数据库,进行长达 18 年的研究(2001-2018 年)。我们将使用几种方法进行回顾性准实验影响评估,如回归不连续性设计、倾向评分匹配和差异中的差异,结合队列分析的多变量回归。我们将基于层次分析方法运行多变量回归,以评估重要社会驱动因素(精神卫生保健、人口和经济方面)与青少年心理健康相关住院和自杀之间的关联。此外,我们将进行微观模拟,根据当前状况生成关于心理健康相关住院和自杀趋势未来将如何发展的预测,以及 BFP 实施情景将如何影响这些趋势。
该项目的结果对于指导政策和计划以改善青少年的心理健康、减少心理健康相关住院和自杀至关重要。它将提供信息,以提高这些项目在全球范围内的效果。如果现金转移可以减少青少年的心理健康问题并降低自杀率。