Department of Applied Mathematics, Israel Institute for Biological Research, Ness-Ziona, Israel.
Environmental Sciences Division, Israel Institute for Biological Research, Ness-Ziona, Israel.
Int J Infect Dis. 2020 Dec;101:368-373. doi: 10.1016/j.ijid.2020.10.016. Epub 2020 Oct 10.
Despite an initial success, Israel's quarantine-isolation COVID-19 policy has abruptly collapsed. This study's aim is to identify the causes that led to this exponential rise in the accumulation of confirmed cases.
Epidemiological investigation reports were used to reconstruct chains of transmission as well as assess the net contribution of local infections relative to imported cases, infected travelers arriving from abroad. A mathematical model was implemented in order to describe the efficiency of the quarantine-isolation policy and the inflow of imported cases. The model's simulations included two scenarios for the actual time series of the symptomatic cases, providing insights into the conditions that lead to the abrupt change.
The abrupt change followed a Jewish holiday, Purim, in which many public gatherings were held. According to the first scenario, the accumulation of confirmed cases before Purim was driven by imported cases resulting in a controlled regime, with an effective reproduction number, R, of 0.69. In the second scenario, which followed Purim, a continuous rise of the local to imported cases ratio began, which led to an exponential growth regime characterized by an R of 4.34. It was found that the change of regime cannot be attributed to super-spreader events, as these consisted of approximately 5% of the primary cases, which resulted in 17% of the secondary cases.
A general lesson for health policymakers should be that even a short lapse in public responsiveness can lead to dire consequences.
尽管最初取得了成功,但以色列的检疫隔离 COVID-19 政策突然崩溃。本研究旨在确定导致确诊病例迅速增加的原因。
利用流行病学调查报告重建传播链,并评估本地感染相对于国外输入病例的净贡献,即从国外入境的受感染旅行者。实施了一个数学模型来描述检疫隔离政策的效率和输入病例的流入情况。该模型的模拟包括对症状病例实际时间序列的两种情况,深入了解导致突然变化的条件。
这种突然变化发生在犹太教节日普珥节后,当时举行了许多公共集会。根据第一种情况,在普珥节前,确诊病例的积累是由输入病例导致的,其控制机制的有效繁殖数 R 为 0.69。在第二种情况中,即普珥节后,本地到输入病例的比例开始持续上升,导致以 R 为 4.34 的指数增长。结果发现,这种制度变化不能归因于超级传播者事件,因为这些事件只占原始病例的 5%左右,却导致了 17%的二次病例。
对卫生政策制定者的一般教训应该是,即使公众反应短暂失误,也可能导致严重后果。