Urban mobility and comorbidities on the incidence and death from COVID-19 in the MAVM

María Victoria Chávez Hernández, Giovanni Wences
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Abstract

Purpose: To identify and quantify, on one hand, the effect of public transportation modes on the incidence rate of COVID-19 infections and, on the other hand, the comorbidities more related to the rate of COVID-19 deaths in the Metropolitan Area of the Valley of Mexico during the first wave of the coronavirus pandemic. Methodological design: Two multi-linear regression models were fitted, considering the COVID-19 incidence rate and COVID-19 death rate as dependent variables. Transport, demographic, and healthcare variables were also considered as explanatory. The number of arrivals to a municipality using any mode of transportation was considered to identify the effect of public transportation modes on the incidence rate of COVID-19 infections, and the prevalence of healthcare was considered to determine which comorbidities (included in the model) are more related to the rate of COVID-19 deaths. Results: The greater the number of trips made using small public transport vehicles, the more significantly the incidence rates increase. The number of trips done by walking negatively affects the incidence rate of COVID-19. The prevalence of diabetes and pneumonia is highly associated with increased COVID-19 deaths. Research imitations: This study was carried out considering a hypothetical scenario where the containment measures did not affect the number of trips made in the study area due to the difficulty of obtaining updated data. Findings: Men are more likely to be infected than women. Not only are the comorbidities related to mortality due to COVID-19, but they are also risk factors for contracting the disease.
城市流动性和合并症对新冠肺炎发病率和死亡率的影响
目的:确定并量化第一波冠状病毒大流行期间墨西哥谷大都市区公共交通方式对COVID-19感染率的影响,以及与COVID-19死亡率更相关的合并症。方法学设计:拟合两个多元线性回归模型,以COVID-19发病率和COVID-19死亡率为因变量。交通、人口统计和医疗变量也被认为是解释性的。考虑使用任何交通方式到达城市的人数,以确定公共交通方式对COVID-19感染率的影响,并考虑医疗保健的普及程度,以确定哪些合并症(包括在模型中)与COVID-19死亡率的关系更大。结果:使用小型公共交通工具的次数越多,发病率增加越显著。步行次数对COVID-19的发病率有负面影响。糖尿病和肺炎的流行与COVID-19死亡人数增加高度相关。研究限制:本研究是在考虑一种假设情况下进行的,即由于难以获得最新数据,控制措施不会影响研究区域内的出行次数。研究结果:男性比女性更容易被感染。这些合并症不仅与COVID-19造成的死亡有关,而且也是感染该疾病的危险因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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