Instituto Aggeu Magalhães, Fundação Oswaldo Cruz, Recife, Brazil.
Cad Saude Publica. 2020;36(5):e00080020. doi: 10.1590/0102-311x00080020. Epub 2020 May 18.
In response to the accelerated increase in the number of COVID-19 cases, countries must increase their supply of beds in intensive care units (ICUs). Respiratory diseases, neoplasms, cardiopathies and hypertension, and diabetes are associated with higher COVID-19 case-fatality. The study aimed to identify the regions of Brazil with higher specific mortality rates from these comorbidities and the regions with the greatest shortage of ICU beds and mechanical ventilators. A cross-sectional ecological study was performed in which the units of analysis were the country's Health Regions. Data were obtained from Brazilian Health Informatics Department - DATASUS (National Registry of Healthcare Establishments - 2019, Mortality Information Systems - 2017, and Population Projections - 2017). We calculated the disease group-specific mortality rates for hypertension, neoplasms, diabetes, cardiac diseases, respiratory diseases and the rates of total ICU beds, private ICU beds, ICU beds in the Brazilian Unified National Health System (SUS), and ventilators in the SUS, per 100,000 inhabitants. The mortality profile was determined by latent profiles analysis, and the cluster analysis of ICU beds and ventilators used the spatial scan method. Kernel maps were constructed for the data's visualization. Level of significance was set at 5%. Four latent mortality profiles were observed. The Health Regions with the highest mean mortality rates were located in regions with shortages of ICU beds and ventilators, especially in parts of the Northeast, Southeast, and South of Brazil. The spatial localization of regions with both the highest mortality and shortages of ICU beds/ventilators requires attention by policymakers and public planners to deal efficiently and fairly with the COVID-19 epidemic in Brazil.
针对 COVID-19 病例数量的加速增长,各国必须增加重症监护病房(ICU)的床位供应。呼吸道疾病、肿瘤、心脏病和高血压以及糖尿病与 COVID-19 病死率升高相关。本研究旨在确定巴西与这些合并症相关的特定死亡率较高的地区,以及 ICU 床位和呼吸机最短缺的地区。这是一项横断面生态研究,分析单位是该国的卫生区域。数据来自巴西卫生信息部门 - DATASUS(国家医疗机构登记处-2019 年,死亡率信息系统-2017 年,以及人口预测-2017 年)。我们计算了高血压、肿瘤、糖尿病、心脏病、呼吸道疾病的疾病组特定死亡率以及每 10 万人的 ICU 总床位、私人 ICU 床位、巴西统一国家卫生系统(SUS)的 ICU 床位和 SUS 中的呼吸机。死亡率特征通过潜在剖面分析确定,而 ICU 床位和呼吸机的聚类分析则使用空间扫描方法。为数据可视化构建了核密度图。显著性水平设置为 5%。观察到四个潜在的死亡率分布。死亡率平均值最高的卫生区域位于 ICU 床位和呼吸机短缺的地区,特别是在巴西东北部、东南部和南部地区。死亡率和 ICU 床位/呼吸机短缺都较高的地区的空间定位需要政策制定者和公共规划者的关注,以有效和公平地应对巴西的 COVID-19 疫情。