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Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter

The epidemiological literature has widely documented the importance of social distancing interventions in containing the spread of the COVID-19 pandemic. However, the epidemiological measure of virus reproduction, R(0), provides a myopic view of containment, especially when the absolute number of ca...

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Autores principales: Prakash, Navendu, Srivastava, Bhavya, Singh, Shveta, Sharma, Seema, Jain, Sonali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8638209/
https://www.ncbi.nlm.nih.gov/pubmed/34894622
http://dx.doi.org/10.1016/j.ehb.2021.101091
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author Prakash, Navendu
Srivastava, Bhavya
Singh, Shveta
Sharma, Seema
Jain, Sonali
author_facet Prakash, Navendu
Srivastava, Bhavya
Singh, Shveta
Sharma, Seema
Jain, Sonali
author_sort Prakash, Navendu
collection PubMed
description The epidemiological literature has widely documented the importance of social distancing interventions in containing the spread of the COVID-19 pandemic. However, the epidemiological measure of virus reproduction, R(0), provides a myopic view of containment, especially when the absolute number of cases is still high. The paper investigates cross-country variations concerning the impact of social distancing interventions on COVID-19 incidence by employing a statistical measure of containment, which models the daily number of cases as a structural time-series, state-space vector. Countries that adopt strict lockdown policies and provide economic support in the form of income augmentations and debt relief improve the response towards the pandemic. Countries like China and South Korea have been most influential in containing the spread of infections. European nations of France, Italy, Spain and the UK are witnessing a second wave of the virus, indicating that re-opening the European economy perhaps has instigated an exponential spread.
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spelling pubmed-86382092021-12-03 Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter Prakash, Navendu Srivastava, Bhavya Singh, Shveta Sharma, Seema Jain, Sonali Econ Hum Biol Article The epidemiological literature has widely documented the importance of social distancing interventions in containing the spread of the COVID-19 pandemic. However, the epidemiological measure of virus reproduction, R(0), provides a myopic view of containment, especially when the absolute number of cases is still high. The paper investigates cross-country variations concerning the impact of social distancing interventions on COVID-19 incidence by employing a statistical measure of containment, which models the daily number of cases as a structural time-series, state-space vector. Countries that adopt strict lockdown policies and provide economic support in the form of income augmentations and debt relief improve the response towards the pandemic. Countries like China and South Korea have been most influential in containing the spread of infections. European nations of France, Italy, Spain and the UK are witnessing a second wave of the virus, indicating that re-opening the European economy perhaps has instigated an exponential spread. Elsevier B.V. 2022-01 2021-12-02 /pmc/articles/PMC8638209/ /pubmed/34894622 http://dx.doi.org/10.1016/j.ehb.2021.101091 Text en © 2021 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Prakash, Navendu
Srivastava, Bhavya
Singh, Shveta
Sharma, Seema
Jain, Sonali
Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter
title Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter
title_full Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter
title_fullStr Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter
title_full_unstemmed Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter
title_short Effectiveness of social distancing interventions in containing COVID-19 incidence: International evidence using Kalman filter
title_sort effectiveness of social distancing interventions in containing covid-19 incidence: international evidence using kalman filter
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8638209/
https://www.ncbi.nlm.nih.gov/pubmed/34894622
http://dx.doi.org/10.1016/j.ehb.2021.101091
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