Estimation of the serial interval and basic reproduction number of COVID-19 in Qom, Iran, and three other countries: A data-driven analysis in the early phase of the outbreak

对伊朗库姆及其他三个国家 COVID-19 的连续间隔和基本再生数进行估算:疫情早期阶段的数据驱动分析

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Abstract

The outbreak of COVID-19 was first reported from China, and on 19 February 2020, the first case was confirmed in Qom, Iran. The basic reproduction number (R(0) ) of infection is variable in different populations and periods. This study aimed to estimate the R(0) of COVID-19 in Qom, Iran, and compare it with that in other countries. For estimation of the serial interval, we used data of the 51 confirmed cases of COVID-19 and their 318 close contacts in Qom, Iran. The number of confirmed cases daily in the early phase of the outbreak and estimated serial interval were used for R(0) estimation. We used the time-varying method as a method with the least bias to estimate R(0) in Qom, Iran, and in China, Italy and South Korea. The serial interval was estimated with a gamma distribution, a mean of 4.55 days and a standard deviation of 3.30 days for the COVID-19 epidemic based on Qom data. The R(0) in this study was estimated to be between 2 and 3 in Qom. Of the four countries studied, the lowest R(0) was estimated in South Korea (1.5-2) and the highest in Iran (4-5). Sensitivity analyses demonstrated that R(0) is sensitive to the applied mean generation time. To the best of the authors' knowledge, this study is the first to estimate R(0) in Qom. To control the epidemic, the reproduction number should be reduced by decreasing the contact rate, decreasing the transmission probability and decreasing the duration of the infectious period.

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