Departamento de Psiquiatria, Universidade Federal de São Paulo, São Paulo, Brazil.
Care Policy and Evaluation Centre, London School of Economics and Political Science, London, United Kingdom.
PLoS One. 2022 Sep 9;17(9):e0273628. doi: 10.1371/journal.pone.0273628. eCollection 2022.
The 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.
Data 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.
Twenty-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).
The 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.
青少年心理健康状况的高度护理需求对公共部门构成挑战,尤其是在低收入和中等收入国家。我们估计了巴西青少年精神疾病相关的公共卫生、教育、刑事司法和社会保健服务利用的公共资金成本;并研究了精神病理学的轨迹及其对日常生活的影响,以及父母对精神疾病的污名化是否与服务利用和成本相关。
前瞻性社区队列研究(n = 1400)中报告的青少年服务利用数据与巴西单位成本相结合。使用逻辑回归和广义线性模型分别检查与服务利用相关的因素和相关成本。
22%出现精神障碍的患者在过去 12 个月内因心理健康问题使用过某种类型的服务。更高的服务利用几率与诊断出的精神障碍有关(无论是新发[OR = 2.49,95%CI = 1.44-4.30,p = 0.001]、缓解[OR = 2.16,95%CI = 1.27-3.69,p = 0.005]或持续[OR = 3.01,95%CI = 1.69-5.36,p<0.001]),症状对青少年生活的影响更大(OR = 1.32,95%CI = 1.19-1.47,p<0.001),以及父母对精神疾病的污名化程度更低(OR = 1.12,95%CI = 1.05-1.20,p = 0.001)。服务利用的年平均费用为 527.14 美元(标准差= 908.10)。更高的费用与更高的疾病影响(β = 0.25,95%CI = 0.12-0.39,p<0.001)、父母污名化程度较低(β = 0.12,95%CI = 0.02-0.23,p = 0.020)和白种人种族(β = 0.55,95%CI = 0.04-1.07,p = 0.036)有关。
心理健康问题对青少年日常生活的影响以及父母对精神疾病的污名化态度是服务利用和成本的主要预测因素。