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流动性和卫生措施对哥斯达黎加新冠病毒社区传播延迟的作用。

The Role of Mobility and Sanitary Measures on the Delay of Community Transmission of COVID-19 in Costa Rica.

作者信息

Barboza Luis A, Vásquez Paola, Mery Gustavo, Sanchez Fabio, García Yury E, Calvo Juan G, Rivas Tania, Pérez María Dolores, Salas Daniel

机构信息

Centro de Investigación en Matemática Pura y Aplicada-Escuela de Matemática, Universidad de Costa Rica, San Pedro Montes de Oca 11501, Costa Rica.

Pan America Health Organization, World Health Organization, San José 10102, Costa Rica.

出版信息

Epidemiologia (Basel). 2021 Jul 21;2(3):294-304. doi: 10.3390/epidemiologia2030022.

Abstract

The aim of this paper is to infer the effects that change on human mobility had on the transmission dynamics during the first four months of the SARS-CoV-2 pandemic in Costa Rica, which could have played a role in delaying community transmission in the country. First, by using parametric and non-parametric change-point detection techniques, we were able to identify two different periods when the trend of daily new cases significantly changed. Second, we explored the association of these changes with data on population mobility. This also allowed us to estimate the lag between changes in human mobility and rates of daily new cases. The information was then used to establish an association between changes in population mobility and the sanitary measures adopted during the study period. Results showed that during the initial two months of the pandemic in Costa Rica, the implementation of sanitary measures and their impact on reducing human mobility translated to a mean reduction of 54% in the number of daily cases from the projected number, delaying community transmission.

摘要

本文旨在推断在哥斯达黎加SARS-CoV-2大流行的前四个月中,人类流动性变化对传播动态产生的影响,这种影响可能在该国延缓社区传播方面发挥了作用。首先,通过使用参数化和非参数化的变化点检测技术,我们能够识别出每日新增病例趋势发生显著变化的两个不同时期。其次,我们探讨了这些变化与人口流动性数据之间的关联。这也使我们能够估计人类流动性变化与每日新增病例率之间的滞后时间。然后,这些信息被用于建立人口流动性变化与研究期间采取的卫生措施之间的关联。结果表明,在哥斯达黎加大流行的最初两个月中,卫生措施的实施及其对减少人类流动性的影响使每日病例数比预计数平均减少了54%,从而延缓了社区传播。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa53/9620913/36ae1b22d359/epidemiologia-02-00022-g001.jpg

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