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Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria

This paper employs Autoregressive Integrated Moving Average (ARIMA) modelling and doubling time to assess the effect of lockdown and reopening on the active COVID-19 cases (ACC) based on a sample from 29 February to July 3, 2020. Two models are estimated: one with a sample covering post-lockdown per...

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Autor principal: Mati, Sagiru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7833975/
https://www.ncbi.nlm.nih.gov/pubmed/33388621
http://dx.doi.org/10.1016/j.socscimed.2020.113645
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author Mati, Sagiru
author_facet Mati, Sagiru
author_sort Mati, Sagiru
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description This paper employs Autoregressive Integrated Moving Average (ARIMA) modelling and doubling time to assess the effect of lockdown and reopening on the active COVID-19 cases (ACC) based on a sample from 29 February to July 3, 2020. Two models are estimated: one with a sample covering post-lockdown period only and another spanning both post-lockdown and post-reopening periods. The first model reveals that the lockdown caused an immediate fall in the daily growth rate of the ACC by 14.30% and 33.26% fall in the long run. The parameters of the second model show that the lockdown had an impact effect of 8.56% and steady state effect of 20.88% reduction in the growth rate of the ACC. The effect of reopening on the ACC is insignificant. However, the doubling time of the ACC has increased after reopening. The study warns against complete reopening until sufficient post-reopening data series is available for exact estimation. The findings in this study can be useful in determining the hospitalisation needs and effectiveness of similar health-related policies.
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spelling pubmed-78339752021-01-26 Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria Mati, Sagiru Soc Sci Med Article This paper employs Autoregressive Integrated Moving Average (ARIMA) modelling and doubling time to assess the effect of lockdown and reopening on the active COVID-19 cases (ACC) based on a sample from 29 February to July 3, 2020. Two models are estimated: one with a sample covering post-lockdown period only and another spanning both post-lockdown and post-reopening periods. The first model reveals that the lockdown caused an immediate fall in the daily growth rate of the ACC by 14.30% and 33.26% fall in the long run. The parameters of the second model show that the lockdown had an impact effect of 8.56% and steady state effect of 20.88% reduction in the growth rate of the ACC. The effect of reopening on the ACC is insignificant. However, the doubling time of the ACC has increased after reopening. The study warns against complete reopening until sufficient post-reopening data series is available for exact estimation. The findings in this study can be useful in determining the hospitalisation needs and effectiveness of similar health-related policies. Elsevier Ltd. 2021-02 2020-12-26 /pmc/articles/PMC7833975/ /pubmed/33388621 http://dx.doi.org/10.1016/j.socscimed.2020.113645 Text en © 2020 Elsevier Ltd. 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
Mati, Sagiru
Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria
title Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria
title_full Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria
title_fullStr Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria
title_full_unstemmed Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria
title_short Do as your neighbours do? Assessing the impact of lockdown and reopening on the active COVID-19 cases in Nigeria
title_sort do as your neighbours do? assessing the impact of lockdown and reopening on the active covid-19 cases in nigeria
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7833975/
https://www.ncbi.nlm.nih.gov/pubmed/33388621
http://dx.doi.org/10.1016/j.socscimed.2020.113645
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