VULNERABILIDADE E INCIDÊNCIA DA COVID-19 NO NORDESTE DO BRASIL ATRAVÉS DA ANÁLISE DE CLUSTER

Marcelo Luís de Souza, Thiago Valentim Marques, Maria Marla Paiva de Amorim
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Abstract

COVID-19 has become an epidemic of global proportion. The increased susceptibility to the spread of the disease and mortality is related to sociodemographic factors and underlying chronic morbidities. The disease has a great social and economic impact directly affecting people's health and, consequently, the world of the work. The objective of this study was to create profiles of demographic vulnerability and morbidity to the incidence of COVID-19 for municipalities in northeastern Brazil (NEB). The data are from IBGE and Ministry of Health and the variables are: demographic density, urbanization rate, percentage of elderly over 60 years and hospitalizations from 2015 to 2019 – Tuberculosis, AIDS, Diabetes, Obesity and Asthma. Cluster analysis was used to identify similarity patterns between NEB municipalities. The vulnerability is presented in four clusters: low, moderate, high, and critical. Heterogeneity Recebido em: 23/06/2020 Aceito para publicação em: 06/08/2020. Vulnerabilidade e incidência da Covid-19 no nordeste do Brasil através da análise de Cluster Marcelo Luís de Amorim Souza Thiago Valentim Marques Maria Marla Paiva de Amorim DOI: http://dx.doi.org/10.14393/Hygeia16055649 Hygeia v.16 p. 232 248, 2020 página 233 was observed in the distribution of clusters with high and critical vulnerabilities in the capitals, except Aracaju (SE). Most of the municipalities in each state presented moderate vulnerability. The "critical vulnerability" presented high demographic density, high urbanization rate, high percentage of elderly over 60 years and high number of hospitalizations of people with asthma, obesity, AIDS, tuberculosis and diabetes. The "low vulnerability" was constituted, mostly, by municipalities with low population density, low urbanization and low number of hospitalizations corresponding to the selected diseases, with the percentage of elderly over 60 years being the second highest. The results may contribute to reflect on public policies to combat outbreaks and social protection.
应用聚类分析研究巴西北部新冠肺炎的脆弱性和发病率
新冠肺炎已成为一种全球性流行病。疾病传播易感性和死亡率的增加与社会人口因素和潜在的慢性病有关。这种疾病具有巨大的社会和经济影响,直接影响人们的健康,从而影响工作世界。本研究的目的是建立巴西东北部城市(NEB)新冠肺炎发病率的人口脆弱性和发病率概况。数据来自IBGE和卫生部,变量为:人口密度、城市化率、60岁以上老年人的百分比以及2015年至2019年的住院人数——结核病、艾滋病、糖尿病、肥胖和哮喘。聚类分析用于确定东北非自治市之间的相似模式。该漏洞分为四类:低、中等、高和严重。异质性Recebido em:23/2020 Aceito para publicação em:06/2020。新冠肺炎发病率的脆弱性在巴西没有标准,因为Marcelo Luís de Amorim Souza Thiago Valentim Marques Maria Marla Paiva de AmorimDOI集群:http://dx.doi.org/10.14393/Hygeia16055649Hygeia v.16 p.232 2482020 página 233在首都具有高度和严重脆弱性的集群的分布中被观察到,Aracaju除外(SE)。每个州的大多数市镇都存在中度脆弱性。“严重脆弱性”表现为人口密度高、城市化率高、60岁以上老年人比例高以及哮喘、肥胖症、艾滋病、结核病和糖尿病患者住院人数高。“低脆弱性”主要由人口密度低、城市化程度低、与所选疾病相对应的住院人数低的城市构成,60岁以上老年人的比例位居第二。研究结果可能有助于反思抗击疫情和社会保护的公共政策。
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