Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area

量化大多伦多地区 COVID-19 大流行期间封锁、流动性和有效再生数 (Rt) 之间的关系

阅读:1

Abstract

BACKGROUND: The effectiveness of lockdowns in mitigating the spread of COVID-19 has been the subject of intense debate. Data on the relationship between public health restrictions, mobility, and pandemic growth has so far been conflicting. OBJECTIVE: We assessed the relationship between public health restriction tiers, mobility, and COVID-19 spread in five contiguous public health units (PHUs) in the Greater Toronto Area (GTA) in Ontario, Canada. METHODS: Weekly effective reproduction number (R(t)) was calculated based on daily cases in each of the five GTA public health units between March 1, 2020, and March 19, 2021. A global mobility index (GMI) for each PHU was calculated using Google Mobility data. Segmented regressions were used to assess changes in the behaviour of R(t) over time. We calculated Pearson correlation coefficients between GMI and R(t) for each PHU and mobility regression coefficients for each mobility variable, accounting for time lag of 0, 7, and 14 days. RESULTS: In all PHUs except Toronto, the most rapid decline in R(t) occurred in the first 2 weeks of the first province-wide lockdown, and this was followed by a slight trend to increased R(t) as restrictions decreased. This trend reversed in all PHUs between September 6th and October 10th after which R(t) decreased slightly over time without respect to public health restriction tier. GMI began to increase in the first wave even before restrictions were decreased. This secular trend to increased mobility continued into the summer, driven by increased mobility to recreational spaces. The decline in GMI as restrictions were reintroduced coincides with decreasing mobility to parks after September. During the first wave, the correlation coefficients between global mobility and R(t) were significant (p < 0.01) in all PHUs 14 days after lockdown, indicating moderate to high correlation between decreased mobility and decreased viral reproduction rates, and reflecting that the incubation period brings in a time-lag effect of human mobility on R(t). In the second wave, this relationship was attenuated, and was only significant in Toronto and Durham at 14 days after lockdown. CONCLUSIONS: The association between mobility and COVID-19 spread was stronger in the first wave than the second wave. Public health restriction tiers did not alter the existing secular trend toward decreasing R(t) over time.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。