COVID-19大流行动态的比较与统计分析

I. Nesteruk, Oleksii Rodionov, Szymon Walczak
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引用次数: 0

摘要

COVID-19大流行给人类带来的挑战需要研究人员付出巨大努力,通过用户友好的界面、充分的数学建模和长期预测,不断监测其动态。为了估计疫苗接种、治疗、隔离限制和检测水平的有效性,使用了不同天数和时间段的每日和累计病例数和人均死亡人数。研究了相对累积值与乌克兰欧洲国家和地区人口、人口密度、城市人口比例等人口特征的线性相关性。结果表明,城市化水平影响人均死亡人数和病死率。欧洲国家和乌克兰各地区显示出两种相反的趋势。将乌克兰、欧盟、英国、美国、印度、巴西、南非、阿根廷和全球2020年9月至12月的日均病例数和死亡人数与2021年同期进行比较,以发现季节因素、充分接种疫苗的人数比例和加强者的比例之间的相关性。结果表明,现有的疫苗不能预防新的感染,但疫苗接种可以减少人均死亡人数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative and Statistical Analysis of the COVID-19 Pandemic Dynamics
The challenges facing humanity due to the COVID-19 pandemic require great efforts of researchers for constant monitoring of its dynamics through user-friendly interfaces, adequate mathematical modeling, and long-term forecasting. To estimate the effectiveness of vaccinations, treatment, quarantine restrictions and testing levels, the daily and accumulated numbers of cases and deaths per capita were used for different days and time periods. The linear correlation of relative accumulated values with some demographic characteristics such as population of European countries and regions of Ukraine, its density, and the percentage of people living in cities was investigated. The results have demonstrated that the urbanization level affects the numbers of deaths per capita and the deaths per case ratio. Two opposite trends were revealed for European countries and the regions of Ukraine. The average daily number of cases and deaths in the period from September to December 2020 were compared with the same period in 2021 for Ukraine, EU, the UK, USA, India, Brazil, South Africa, Argentina, and in the whole world in order to find some correlations with seasonal factors, the percentage of the fully vaccinated people and boosters. The results showed that existing vaccines cannot prevent new infections, but vaccinations can diminish the numbers of death per capita.
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