Department of Engineering, University of Campania "Luigi Vanvitelli", via Roma 29, 81031 Aversa, Caserta, Italy.
Sci Total Environ. 2020 Nov 1;741:140489. doi: 10.1016/j.scitotenv.2020.140489. Epub 2020 Jun 24.
Starting from December 2019 the world has faced an unprecedented health crisis caused by the new Coronavirus (COVID-19) due to the SARS-CoV-2 pathogen. Within this topic, the aim of the paper was to quantify the effect of mobility habits in the spread of the Coronavirus in Italy through a multiple linear regression model. Estimation results showed that mobility habits represent one of the variables that explains the number of COVID-19 infections jointly with the number of tests/day and some environmental variables (i.e. PM pollution and temperature). Nevertheless, a proximity variable to the first outbreak was also significant, meaning that the areas close to the outbreak had a higher risk of contagion, especially in the initial stage of infection (time-decay phenomena). Furthermore, the number of daily new cases was related to the trips performed three weeks before. This threshold of 21 days could be considered as a sort of positivity detection time, meaning that the mobility restrictions quarantine commonly set at 14 days, defined only according to incubation-based epidemiological considerations, is underestimated (possible delays between contagion and detection) as a containment policy and may not always contribute to effectively slowing down the spread of virus worldwide. This result is original and, if confirmed in other studies, will lay the groundwork for more effective containment of COVID-19 in countries that are still in the health emergency, as well as for possible future returns of the virus.
自 2019 年 12 月以来,由于 SARS-CoV-2 病原体的出现,世界面临着一场前所未有的新型冠状病毒(COVID-19)卫生危机。在这个主题中,本文的目的是通过多元线性回归模型来量化移动习惯在冠状病毒在意大利传播中的作用。估计结果表明,移动习惯是共同解释 COVID-19 感染数量的变量之一,与每日检测数量和一些环境变量(即 PM 污染和温度)一起解释感染数量。然而,与首例疫情接近的变量也很重要,这意味着与疫情接近的地区感染风险更高,尤其是在感染的初始阶段(时间衰减现象)。此外,每日新增病例数与三周前的出行次数有关。这个 21 天的阈值可以被认为是一种阳性检测时间,这意味着通常设定的 14 天隔离检疫作为一种遏制政策,可能被低估了(感染和检测之间可能存在延迟),因为它只是基于潜伏期的流行病学考虑,这可能并不总是有助于在全球范围内有效减缓病毒的传播。这一结果是原创的,如果在其他研究中得到证实,将为仍处于卫生紧急状态的国家更好地控制 COVID-19 奠定基础,并为未来可能出现的病毒返回做好准备。