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Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain
After the cases of COVID-19 skyrocketed, showing that it was no longer possible to contain the spread of the disease, the governments of many countries launched mitigation strategies, trying to slow the spread of the epidemic and flatten its curve. The Spanish Government adopted physical distancing...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7166106/ https://www.ncbi.nlm.nih.gov/pubmed/32330703 http://dx.doi.org/10.1016/j.scitotenv.2020.138761 |
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author | Saez, Marc Tobias, Aurelio Varga, Diego Barceló, Maria Antònia |
author_facet | Saez, Marc Tobias, Aurelio Varga, Diego Barceló, Maria Antònia |
author_sort | Saez, Marc |
collection | PubMed |
description | After the cases of COVID-19 skyrocketed, showing that it was no longer possible to contain the spread of the disease, the governments of many countries launched mitigation strategies, trying to slow the spread of the epidemic and flatten its curve. The Spanish Government adopted physical distancing measures on March 14; 13 days after the epidemic outbreak started its exponential growth. Our objective in this paper was to evaluate ex-ante (before the flattening of the curve) the effectiveness of the measures adopted by the Spanish Government to mitigate the COVID-19 epidemic. Our hypothesis was that the behavior of the epidemic curve is very similar in all countries. We employed a time series design, using information from January 17 to April 5, 2020 on the new daily COVID-19 cases from Spain, China and Italy. We specified two generalized linear mixed models (GLMM) with variable response from the Gaussian family (i.e. linear mixed models): one to explain the shape of the epidemic curve of accumulated cases and the other to estimate the effect of the intervention. Just one day after implementing the measures, the variation rate of accumulated cases decreased daily, on average, by 3.059 percentage points, (95% credibility interval: −5.371, −0.879). This reduction will be greater as time passes. The reduction in the variation rate of the accumulated cases, on the last day for which we have data, has reached 5.11 percentage points. The measures taken by the Spanish Government on March 14, 2020 to mitigate the epidemic curve of COVID-19 managed to flatten the curve and although they have not (yet) managed to enter the decrease phase, they are on the way to do so. |
format | Online Article Text |
id | pubmed-7166106 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71661062020-04-20 Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain Saez, Marc Tobias, Aurelio Varga, Diego Barceló, Maria Antònia Sci Total Environ Short Communication After the cases of COVID-19 skyrocketed, showing that it was no longer possible to contain the spread of the disease, the governments of many countries launched mitigation strategies, trying to slow the spread of the epidemic and flatten its curve. The Spanish Government adopted physical distancing measures on March 14; 13 days after the epidemic outbreak started its exponential growth. Our objective in this paper was to evaluate ex-ante (before the flattening of the curve) the effectiveness of the measures adopted by the Spanish Government to mitigate the COVID-19 epidemic. Our hypothesis was that the behavior of the epidemic curve is very similar in all countries. We employed a time series design, using information from January 17 to April 5, 2020 on the new daily COVID-19 cases from Spain, China and Italy. We specified two generalized linear mixed models (GLMM) with variable response from the Gaussian family (i.e. linear mixed models): one to explain the shape of the epidemic curve of accumulated cases and the other to estimate the effect of the intervention. Just one day after implementing the measures, the variation rate of accumulated cases decreased daily, on average, by 3.059 percentage points, (95% credibility interval: −5.371, −0.879). This reduction will be greater as time passes. The reduction in the variation rate of the accumulated cases, on the last day for which we have data, has reached 5.11 percentage points. The measures taken by the Spanish Government on March 14, 2020 to mitigate the epidemic curve of COVID-19 managed to flatten the curve and although they have not (yet) managed to enter the decrease phase, they are on the way to do so. Elsevier B.V. 2020-07-20 2020-04-18 /pmc/articles/PMC7166106/ /pubmed/32330703 http://dx.doi.org/10.1016/j.scitotenv.2020.138761 Text en © 2020 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 | Short Communication Saez, Marc Tobias, Aurelio Varga, Diego Barceló, Maria Antònia Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain |
title | Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain |
title_full | Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain |
title_fullStr | Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain |
title_full_unstemmed | Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain |
title_short | Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain |
title_sort | effectiveness of the measures to flatten the epidemic curve of covid-19. the case of spain |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7166106/ https://www.ncbi.nlm.nih.gov/pubmed/32330703 http://dx.doi.org/10.1016/j.scitotenv.2020.138761 |
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