Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemic
Abstract We apply a versatile growth model, whose growth rate is given by a generalised beta distribution, to describe the complex behaviour of the fatality curves of the COVID-19 disease for several countries in Europe and North America. We show that the COVID-19 epidemic curves not only may presen...
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2021-02-01
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doaj-3487cb081c8b40758796c59ee7f6cde72021-03-11T12:24:17ZengNature Publishing GroupScientific Reports2045-23222021-02-0111111210.1038/s41598-021-84165-1Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemicGiovani L. Vasconcelos0Antônio M. S. Macêdo1Gerson C. Duarte-Filho2Arthur A. Brum3Raydonal Ospina4Francisco A. G. Almeida5Departamento de Física, Universidade Federal do ParanáDepartamento de Física, Universidade Federal de PernambucoDepartamento de Física, Universidade Federal de SergipeDepartamento de Física, Universidade Federal de PernambucoDepartamento de Estatística, Universidade Federal de PernambucoDepartamento de Física, Universidade Federal de SergipeAbstract We apply a versatile growth model, whose growth rate is given by a generalised beta distribution, to describe the complex behaviour of the fatality curves of the COVID-19 disease for several countries in Europe and North America. We show that the COVID-19 epidemic curves not only may present a subexponential early growth but can also exhibit a similar subexponential (power-law) behaviour in the saturation regime. We argue that the power-law exponent of the latter regime, which measures how quickly the curve approaches the plateau, is directly related to control measures, in the sense that the less strict the control, the smaller the exponent and hence the slower the diseases progresses to its end. The power-law saturation uncovered here is an important result, because it signals to policymakers and health authorities that it is important to keep control measures for as long as possible, so as to avoid a slow, power-law ending of the disease. The slower the approach to the plateau, the longer the virus lingers on in the population, and the greater not only the final death toll but also the risk of a resurgence of infections.https://doi.org/10.1038/s41598-021-84165-1 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Giovani L. Vasconcelos Antônio M. S. Macêdo Gerson C. Duarte-Filho Arthur A. Brum Raydonal Ospina Francisco A. G. Almeida |
spellingShingle |
Giovani L. Vasconcelos Antônio M. S. Macêdo Gerson C. Duarte-Filho Arthur A. Brum Raydonal Ospina Francisco A. G. Almeida Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemic Scientific Reports |
author_facet |
Giovani L. Vasconcelos Antônio M. S. Macêdo Gerson C. Duarte-Filho Arthur A. Brum Raydonal Ospina Francisco A. G. Almeida |
author_sort |
Giovani L. Vasconcelos |
title |
Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemic |
title_short |
Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemic |
title_full |
Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemic |
title_fullStr |
Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemic |
title_full_unstemmed |
Power law behaviour in the saturation regime of fatality curves of the COVID-19 pandemic |
title_sort |
power law behaviour in the saturation regime of fatality curves of the covid-19 pandemic |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2021-02-01 |
description |
Abstract We apply a versatile growth model, whose growth rate is given by a generalised beta distribution, to describe the complex behaviour of the fatality curves of the COVID-19 disease for several countries in Europe and North America. We show that the COVID-19 epidemic curves not only may present a subexponential early growth but can also exhibit a similar subexponential (power-law) behaviour in the saturation regime. We argue that the power-law exponent of the latter regime, which measures how quickly the curve approaches the plateau, is directly related to control measures, in the sense that the less strict the control, the smaller the exponent and hence the slower the diseases progresses to its end. The power-law saturation uncovered here is an important result, because it signals to policymakers and health authorities that it is important to keep control measures for as long as possible, so as to avoid a slow, power-law ending of the disease. The slower the approach to the plateau, the longer the virus lingers on in the population, and the greater not only the final death toll but also the risk of a resurgence of infections. |
url |
https://doi.org/10.1038/s41598-021-84165-1 |
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