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环境因素与 COVID-19 指标的相关性:全球层面的生态学研究。

Correlation between environmental factors and COVID-19 indices: a global level ecological study.

机构信息

Non-Communicable Diseases Research Center, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran.

Department of Social Medicine, Jahrom University of Medical Sciences, Jahrom, Iran.

出版信息

Environ Sci Pollut Res Int. 2022 Mar;29(11):16667-16677. doi: 10.1007/s11356-021-16876-x. Epub 2021 Oct 15.

Abstract

This global level ecological study aimed to investigate the correlation between environmental factors and the COVID-19 indices. This survey is an ecological study, so all studied variables are aggregate variables. To collect the variables in the study, a data set was provided, which includes the information of each country based on the cumulative deaths, case fatality rate, recovery rate, and the number of performed COVID-19 tests. Scatter plots of environmental factors for the studied countries were drawn based on cumulative incidence rate of cases, cumulative incidence rate of death, tests, recovery rate, and case fatality rate of COVID-19. Furthermore, Spearman correlation coefficient was also used to verify the correlation between environmental factors and indicators related to COVID-19. The results of this ecological study showed that among all countries surveyed, Montenegro (60,310.56 per million) and Luxembourg (54,807.89 per million) had the highest cumulative incidence rates of COVID-19 cases, when Tanzania (8.42 per million) and Vietnam (13.78 per million) had the lowest cumulative incidence rates of COVID-19. In addition, in this study, it was shown that the cumulative incidence rate of cases, the cumulative incidence rate of deaths, and performed COVID-19 tests had significant direct correlations with the access to drinking water and the access to sanitation services (p < 0.001). The findings of the present study showed an inverse correlation between the mortality rate due to unhealthy water consumption, poor health status, and a positive correlation between access to drinking water and health services with the cumulative incidence and mortality rates of COVID-19. The differences between our findings and many other studies could be due to the ecological nature of the study. Nevertheless, our findings will help health policymakers to develop timely strategies to reduce the mortality and incidence rate of COVID-19.

摘要

本全球水平的生态研究旨在调查环境因素与 COVID-19 指标之间的相关性。本调查是一项生态研究,因此所有研究变量都是聚合变量。为了收集研究中的变量,提供了一个数据集,其中包含了每个国家基于累计死亡人数、病死率、康复率和进行的 COVID-19 检测次数的信息。根据病例累计发病率、死亡累计发病率、检测、康复率和 COVID-19 病死率,为研究国家绘制了环境因素的散点图。此外,还使用 Spearman 相关系数验证了环境因素与 COVID-19 相关指标之间的相关性。这项生态研究的结果表明,在所调查的所有国家中,黑山(每百万 60310.56 例)和卢森堡(每百万 54807.89 例)的 COVID-19 病例累计发病率最高,而坦桑尼亚(每百万 8.42 例)和越南(每百万 13.78 例)的 COVID-19 病例累计发病率最低。此外,在这项研究中,表明病例累计发病率、死亡累计发病率和进行的 COVID-19 检测与获得饮用水和卫生服务有显著的直接相关性(p < 0.001)。本研究的结果表明,由于饮用水不健康、健康状况不佳导致的死亡率与获得饮用水和卫生服务之间呈负相关,与 COVID-19 的累计发病率和死亡率呈正相关。我们的研究结果与许多其他研究之间的差异可能是由于研究的生态性质所致。然而,我们的研究结果将帮助卫生政策制定者制定及时的策略,以降低 COVID-19 的死亡率和发病率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7450/8516493/0707a3887475/11356_2021_16876_Fig1_HTML.jpg

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