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Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies
BACKGROUND: After the declaration of COVID-19 pandemic on March 11th(,) 2020, local transmission chains starting in different countries including Canada are forcing governments to take decisions on public health interventions to mitigate the spread of the epidemic. METHODS: We conduct data-driven an...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7270648/ https://www.ncbi.nlm.nih.gov/pubmed/32518882 http://dx.doi.org/10.1016/j.idm.2020.03.004 |
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author | Scarabel, Francesca Pellis, Lorenzo Bragazzi, Nicola Luigi Wu, Jianhong |
author_facet | Scarabel, Francesca Pellis, Lorenzo Bragazzi, Nicola Luigi Wu, Jianhong |
author_sort | Scarabel, Francesca |
collection | PubMed |
description | BACKGROUND: After the declaration of COVID-19 pandemic on March 11th(,) 2020, local transmission chains starting in different countries including Canada are forcing governments to take decisions on public health interventions to mitigate the spread of the epidemic. METHODS: We conduct data-driven and model-free estimations for the growth rates of the COVID-19 epidemics in Italy and Canada, by fitting an exponential curve to the daily reported cases. We use these estimates to predict epidemic trends in Canada under different scenarios of public health interventions. RESULTS: In Italy, the initial growth rate (0.22) has reduced to 0.1 two weeks after the lockdown of the country on March 8th(,) 2020. This corresponds to an increase of the doubling time from about 3.15 to almost 7 days. In comparison, the growth rate in Canada has increased from 0.13 between March 1st and 13th, to 0.25 between March 13th to 22nd. This current growth rate corresponds to a doubling time of 2.7 days, and therefore, unless further public health interventions are escalated in Canada, we project 15,000 cases by March 31st. However, the case number may be reduced to 4000 if escalated public health interventions could instantly reduce the growth rate to 0.1, the same level achieved in Italy. INTERPRETATION: Prompt and farsighted interventions are critical to counteract the very rapid initial growth of the COVID-19 epidemic in Canada. Mitigation plans must take into account the delayed effect of interventions by up to 2-weeks and the short doubling time of 3–4 days. |
format | Online Article Text |
id | pubmed-7270648 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-72706482020-06-05 Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies Scarabel, Francesca Pellis, Lorenzo Bragazzi, Nicola Luigi Wu, Jianhong Infect Dis Model Special issue on Modelling and Forecasting the 2019 Novel Coronavirus (2019-nCoV) Transmission; Edited by Prof. Carlos Castillo-Chavez, Prof. Gerardo Chowell-Puente, Prof. Ping Yan, Prof. Jianhong Wu BACKGROUND: After the declaration of COVID-19 pandemic on March 11th(,) 2020, local transmission chains starting in different countries including Canada are forcing governments to take decisions on public health interventions to mitigate the spread of the epidemic. METHODS: We conduct data-driven and model-free estimations for the growth rates of the COVID-19 epidemics in Italy and Canada, by fitting an exponential curve to the daily reported cases. We use these estimates to predict epidemic trends in Canada under different scenarios of public health interventions. RESULTS: In Italy, the initial growth rate (0.22) has reduced to 0.1 two weeks after the lockdown of the country on March 8th(,) 2020. This corresponds to an increase of the doubling time from about 3.15 to almost 7 days. In comparison, the growth rate in Canada has increased from 0.13 between March 1st and 13th, to 0.25 between March 13th to 22nd. This current growth rate corresponds to a doubling time of 2.7 days, and therefore, unless further public health interventions are escalated in Canada, we project 15,000 cases by March 31st. However, the case number may be reduced to 4000 if escalated public health interventions could instantly reduce the growth rate to 0.1, the same level achieved in Italy. INTERPRETATION: Prompt and farsighted interventions are critical to counteract the very rapid initial growth of the COVID-19 epidemic in Canada. Mitigation plans must take into account the delayed effect of interventions by up to 2-weeks and the short doubling time of 3–4 days. KeAi Publishing 2020-03-31 /pmc/articles/PMC7270648/ /pubmed/32518882 http://dx.doi.org/10.1016/j.idm.2020.03.004 Text en © 2020 The Authors. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Special issue on Modelling and Forecasting the 2019 Novel Coronavirus (2019-nCoV) Transmission; Edited by Prof. Carlos Castillo-Chavez, Prof. Gerardo Chowell-Puente, Prof. Ping Yan, Prof. Jianhong Wu Scarabel, Francesca Pellis, Lorenzo Bragazzi, Nicola Luigi Wu, Jianhong Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies |
title | Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies |
title_full | Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies |
title_fullStr | Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies |
title_full_unstemmed | Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies |
title_short | Canada needs to rapidly escalate public health interventions for its COVID-19 mitigation strategies |
title_sort | canada needs to rapidly escalate public health interventions for its covid-19 mitigation strategies |
topic | Special issue on Modelling and Forecasting the 2019 Novel Coronavirus (2019-nCoV) Transmission; Edited by Prof. Carlos Castillo-Chavez, Prof. Gerardo Chowell-Puente, Prof. Ping Yan, Prof. Jianhong Wu |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7270648/ https://www.ncbi.nlm.nih.gov/pubmed/32518882 http://dx.doi.org/10.1016/j.idm.2020.03.004 |
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