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Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy
In Italy, the COVID-19 epidemic curve started to flatten when the health system had already exceeded its capacity, raising concerns that the lockdown was indeed delayed. The aim of this study was to evaluate the health effects of late implementation of the lockdown in Italy. Using national data on t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7459617/ https://www.ncbi.nlm.nih.gov/pubmed/32764381 http://dx.doi.org/10.3390/ijerph17165644 |
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author | Palladino, Raffaele Bollon, Jordy Ragazzoni, Luca Barone-Adesi, Francesco |
author_facet | Palladino, Raffaele Bollon, Jordy Ragazzoni, Luca Barone-Adesi, Francesco |
author_sort | Palladino, Raffaele |
collection | PubMed |
description | In Italy, the COVID-19 epidemic curve started to flatten when the health system had already exceeded its capacity, raising concerns that the lockdown was indeed delayed. The aim of this study was to evaluate the health effects of late implementation of the lockdown in Italy. Using national data on the daily number of COVID-19 cases, we first estimated the effect of the lockdown, employing an interrupted time series analysis. Second, we evaluated the effect of an early lockdown on the trend of new cases, creating a counterfactual scenario where the intervention was implemented one week in advance. We then predicted the corresponding number of intensive care unit (ICU) admissions, non-ICU admissions, and deaths. Finally, we compared results under the actual and counterfactual scenarios. An early implementation of the lockdown would have avoided about 126,000 COVID-19 cases, 54,700 non-ICU admissions, 15,600 ICU admissions, and 12,800 deaths, corresponding to 60% (95%CI: 55% to 64%), 52% (95%CI: 46% to 57%), 48% (95%CI: 42% to 53%), and 44% (95%CI: 38% to 50%) reduction, respectively. We found that the late implementation of the lockdown in Italy was responsible for a substantial proportion of hospital admissions and deaths associated with the COVID-19 pandemic. |
format | Online Article Text |
id | pubmed-7459617 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74596172020-09-02 Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy Palladino, Raffaele Bollon, Jordy Ragazzoni, Luca Barone-Adesi, Francesco Int J Environ Res Public Health Article In Italy, the COVID-19 epidemic curve started to flatten when the health system had already exceeded its capacity, raising concerns that the lockdown was indeed delayed. The aim of this study was to evaluate the health effects of late implementation of the lockdown in Italy. Using national data on the daily number of COVID-19 cases, we first estimated the effect of the lockdown, employing an interrupted time series analysis. Second, we evaluated the effect of an early lockdown on the trend of new cases, creating a counterfactual scenario where the intervention was implemented one week in advance. We then predicted the corresponding number of intensive care unit (ICU) admissions, non-ICU admissions, and deaths. Finally, we compared results under the actual and counterfactual scenarios. An early implementation of the lockdown would have avoided about 126,000 COVID-19 cases, 54,700 non-ICU admissions, 15,600 ICU admissions, and 12,800 deaths, corresponding to 60% (95%CI: 55% to 64%), 52% (95%CI: 46% to 57%), 48% (95%CI: 42% to 53%), and 44% (95%CI: 38% to 50%) reduction, respectively. We found that the late implementation of the lockdown in Italy was responsible for a substantial proportion of hospital admissions and deaths associated with the COVID-19 pandemic. MDPI 2020-08-05 2020-08 /pmc/articles/PMC7459617/ /pubmed/32764381 http://dx.doi.org/10.3390/ijerph17165644 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Palladino, Raffaele Bollon, Jordy Ragazzoni, Luca Barone-Adesi, Francesco Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy |
title | Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy |
title_full | Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy |
title_fullStr | Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy |
title_full_unstemmed | Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy |
title_short | Excess Deaths and Hospital Admissions for COVID-19 Due to a Late Implementation of the Lockdown in Italy |
title_sort | excess deaths and hospital admissions for covid-19 due to a late implementation of the lockdown in italy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7459617/ https://www.ncbi.nlm.nih.gov/pubmed/32764381 http://dx.doi.org/10.3390/ijerph17165644 |
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