COVID-19 and Lockdown in India: Evaluation using Analysis of Covariance

A. Tak, B. Das, Saurabh Gahlot
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引用次数: 2

Abstract

Background: The lockdown in India has entered into its ninth month to curb the Coronavirus disease-19 (COVID-19) pandemic. The objective of the present study is to evaluate impact of different phases of lockdown on evolution of new cases of infection and deaths due to COVID-19.Methods: In this retrospective longitudinal study, the Indian data on new cases of infection and deaths due to COVID-19 were retrieved from John Hopkins University dashboard. The cases from 25 March to 31 October 2020 were analyzed using analysis of covariance for four phases of lockdown and five phases of unlockdown.Results: The coefficients of regression for new cases did not differ significantly for initial four phases of lockdown and unlock-1, while from unlock-2 the coefficients showed significant decrease till unlock-5. While death cases showed no significant differences between coefficients of regression for initial four phases of lockdown and unlock, but coefficient of unlock-5 was significantly lower than unlock-4. Conclusion: The trends of coefficients of regression of new cases and deaths reveals positive effects of lockdown in flattening the epidemic curve. Though the pandemic is on downslope, till the availability of vaccines, non-pharmaceutical measures such as social distancing, wearing of masks need to be implemented.
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COVID-19和印度的封锁:使用协方差分析进行评估
背景:为遏制冠状病毒病-19 (COVID-19)大流行,印度的封锁已进入第九个月。本研究的目的是评估封锁不同阶段对COVID-19新发感染病例和死亡病例演变的影响。方法:在这项回顾性纵向研究中,从约翰霍普金斯大学的仪表板中检索了印度关于COVID-19新发感染和死亡病例的数据。对2020年3月25日至10月31日期间的病例进行了协方差分析,分为四个封锁阶段和五个解除封锁阶段。结果:新发病例的回归系数在封锁初始4个阶段与解锁1阶段无显著差异,而从解锁2阶段到解锁5阶段,回归系数显著降低。闭锁后4个阶段的回归系数与开锁前4个阶段的回归系数差异不显著,但开锁后5个阶段的回归系数显著低于开锁后4个阶段。结论:新发病例和死亡回归系数的变化趋势显示封锁对疫情曲线趋平的积极作用。虽然大流行呈下降趋势,但在疫苗可用之前,需要实施社交距离、戴口罩等非药物措施。
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