The transformation from Pandemic to Endemic of Covid-19: Spatio-temporal Analysis of Citizen Mobility in Asia Countries

Sanjaya Samuel Ady, Suyoto
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Abstract

Covid-19 began in 2019 until now in 2022. It is still taking place in various countries, including Asia. It is necessary to lock down or limit citizens' activities to prevent the virus's spread. The imposition of lockdowns for several countries causes the mobility of citizens to be modified in many sectors. However, with vaccination in stages starting in 2021, people will become more resistant to the risk of being exposed to or dying from Covid-19. The process of transforming the return of activity before the pandemic needs to be observed, especially how countries' readiness, especially in Asia, to accept Covid-19 as endemic. The data used in this study are data on Covid-19 cases and Vaccinations by WHO (World Health Organization) and also Mobility Data from Google. This data will be used to conduct observations and Spatio-temporal analysis to see the development of cases, vaccinations, and mobility of citizens for various sectors. This research will include several stages of study, such as descriptive statistics, correlation analysis, and the last is trend analysis. The results of this study for countries in Asia are 21.87% have mobility above the baseline since 2021. Next, 46.87% of countries in Asia have mobility, with an increasing trend in 2022. Only 18.75% of countries in Asia have stable mobility. Below the baseline, there are also about 12.5% of countries in Asia that are around the baseline. In general, countries in Asia have an excellent response to the imposition of an endemic status for Covid-19.
Covid-19从大流行到地方性的转变:亚洲国家公民流动的时空分析
新冠肺炎始于2019年,直到现在是2022年。它仍在包括亚洲在内的许多国家发生。有必要封锁或限制公民活动,防止病毒传播。几个国家实行封锁导致许多部门的公民流动受到限制。然而,随着从2021年开始分阶段接种疫苗,人们将更能抵御暴露于Covid-19或死于Covid-19的风险。需要观察在大流行之前恢复活动的过程,特别是各国,特别是亚洲国家,接受Covid-19为流行病的准备程度。本研究使用的数据是世卫组织关于Covid-19病例和疫苗接种的数据,以及谷歌的移动数据。这些数据将用于进行观察和时空分析,以了解各个部门的病例发展、疫苗接种和公民流动情况。本研究将包括几个研究阶段,如描述性统计,相关分析,最后是趋势分析。本研究对亚洲国家的结果是,自2021年以来,21.87%的流动性高于基线。其次,46.87%的亚洲国家具有流动性,到2022年将呈上升趋势。只有18.75%的亚洲国家具有稳定的流动性。低于基线的亚洲国家约有12.5%处于基线附近。总的来说,亚洲国家对Covid-19的地方性地位做出了出色的反应。
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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