Indo-Pak Comparison and Forecasting of Covid-19 Epidemic: A Secondary Data Analysis

Osama Ajaz, Muhammad Irfan, A. Siddiqa, M. Amjad
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引用次数: 1

Abstract

Background: The world has historically faced and recovered from many pandemics. The most recent global pandemic that the whole world is facing is Novel Coronavirus – Covid-19. The objective of current study is to compare and forecast COVID-19 trends for Pakistan and India. Methods: The data set for this research is obtained from the World Health Organization (WHO) online repository (https://covid19.who.int/). The time period we have considered since the first corona related case and death were observed in both countries. This research paper analyzes corona related cases and deaths in Pakistan and India till 28th February 2021, a total of 578,797 cases in Pakistan and 11,096,731 cases in India has been confirmed including 128,37 and 1,570,51 deaths respectively. The Auto-Regressive Integrated Moving Average (ARIMA) model is used to forecast the variables cumulative cases and deaths. It is simple to use and more predictive than any other regression model. Results: Based on the current trend, the forecast graph reveals that the number of cumulative corona cases could reach 999,767 in Pakistan and 16,481,122 in India up to 31st December 2021. Conclusion: This research found that corona related cumulative cases and deaths are on the rise in both countries. The pandemic situation in India is worse than in Pakistan nevertheless both countries are at high risk. There is a sudden increasing pattern in the number of corona related cases in both countries. Both governments must impose effective policies to control this pandemic.
印巴新冠肺炎疫情比较与预测:二次数据分析
背景:历史上,世界曾面临并从许多大流行病中恢复过来。最近全世界面临的全球大流行是新型冠状病毒- Covid-19。本研究的目的是比较和预测巴基斯坦和印度的COVID-19趋势。方法:本研究的数据集来自世界卫生组织(WHO)在线知识库(https://covid19.who.int/)。自两国观察到首例冠状病毒相关病例和死亡以来,我们所考虑的时间段。本研究分析了截至2021年2月28日巴基斯坦和印度的冠状病毒相关病例和死亡病例,巴基斯坦和印度共确诊578,797例,印度共确诊11096,731例,其中死亡病例分别为128,37例和1570,51例。采用自回归综合移动平均(ARIMA)模型对累积病例和死亡变量进行预测。它使用起来很简单,而且比任何其他回归模型都更具预测性。结果:根据目前的趋势,预测图显示,到2021年12月31日,巴基斯坦和印度的冠状病毒累计病例数可能分别达到999767例和16481122例。结论:本研究发现,两国与冠状病毒相关的累计病例和死亡人数都在上升。印度的疫情比巴基斯坦更严重,但这两个国家都处于高风险之中。这两个国家的冠状病毒相关病例数量都出现了突然增加的趋势。两国政府必须实施有效的政策来控制这一流行病。
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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