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Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis

BACKGROUND: Italy was the first country outside China to experience the impact of the COVID-19 pandemic, which resulted in a significant health burden. This study presents an analysis of the excess mortality across the 107 Italian provinces, stratified by sex, age group and period of the outbreak. M...

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Autores principales: Scortichini, Matteo, Schneider dos Santos, Rochelle, De’ Donato, Francesca, De Sario, Manuela, Michelozzi, Paola, Davoli, Marina, Masselot, Pierre, Sera, Francesco, Gasparrini, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7665549/
https://www.ncbi.nlm.nih.gov/pubmed/33053172
http://dx.doi.org/10.1093/ije/dyaa169
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author Scortichini, Matteo
Schneider dos Santos, Rochelle
De’ Donato, Francesca
De Sario, Manuela
Michelozzi, Paola
Davoli, Marina
Masselot, Pierre
Sera, Francesco
Gasparrini, Antonio
author_facet Scortichini, Matteo
Schneider dos Santos, Rochelle
De’ Donato, Francesca
De Sario, Manuela
Michelozzi, Paola
Davoli, Marina
Masselot, Pierre
Sera, Francesco
Gasparrini, Antonio
author_sort Scortichini, Matteo
collection PubMed
description BACKGROUND: Italy was the first country outside China to experience the impact of the COVID-19 pandemic, which resulted in a significant health burden. This study presents an analysis of the excess mortality across the 107 Italian provinces, stratified by sex, age group and period of the outbreak. METHODS: The analysis was performed using a two-stage interrupted time-series design using daily mortality data for the period January 2015–May 2020. In the first stage, we performed province-level quasi-Poisson regression models, with smooth functions to define a baseline risk while accounting for trends and weather conditions and to flexibly estimate the variation in excess risk during the outbreak. Estimates were pooled in the second stage using a mixed-effects multivariate meta-analysis. RESULTS: In the period 15 February–15 May 2020, we estimated an excess of 47 490 [95% empirical confidence intervals (eCIs): 43 984 to 50 362] deaths in Italy, corresponding to an increase of 29.5% (95% eCI: 26.8 to 31.9%) from the expected mortality. The analysis indicates a strong geographical pattern, with the majority of excess deaths occurring in northern regions, where few provinces experienced increases up to 800% during the peak in late March. There were differences by sex, age and area both in the overall impact and in its temporal distribution. CONCLUSION: This study offers a detailed picture of excess mortality during the first months of the COVID-19 pandemic in Italy. The strong geographical and temporal patterns can be related to the implementation of lockdown policies and multiple direct and indirect pathways in mortality risk.
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spelling pubmed-76655492020-11-16 Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis Scortichini, Matteo Schneider dos Santos, Rochelle De’ Donato, Francesca De Sario, Manuela Michelozzi, Paola Davoli, Marina Masselot, Pierre Sera, Francesco Gasparrini, Antonio Int J Epidemiol Covid-19 BACKGROUND: Italy was the first country outside China to experience the impact of the COVID-19 pandemic, which resulted in a significant health burden. This study presents an analysis of the excess mortality across the 107 Italian provinces, stratified by sex, age group and period of the outbreak. METHODS: The analysis was performed using a two-stage interrupted time-series design using daily mortality data for the period January 2015–May 2020. In the first stage, we performed province-level quasi-Poisson regression models, with smooth functions to define a baseline risk while accounting for trends and weather conditions and to flexibly estimate the variation in excess risk during the outbreak. Estimates were pooled in the second stage using a mixed-effects multivariate meta-analysis. RESULTS: In the period 15 February–15 May 2020, we estimated an excess of 47 490 [95% empirical confidence intervals (eCIs): 43 984 to 50 362] deaths in Italy, corresponding to an increase of 29.5% (95% eCI: 26.8 to 31.9%) from the expected mortality. The analysis indicates a strong geographical pattern, with the majority of excess deaths occurring in northern regions, where few provinces experienced increases up to 800% during the peak in late March. There were differences by sex, age and area both in the overall impact and in its temporal distribution. CONCLUSION: This study offers a detailed picture of excess mortality during the first months of the COVID-19 pandemic in Italy. The strong geographical and temporal patterns can be related to the implementation of lockdown policies and multiple direct and indirect pathways in mortality risk. Oxford University Press 2020-10-14 /pmc/articles/PMC7665549/ /pubmed/33053172 http://dx.doi.org/10.1093/ije/dyaa169 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the International Epidemiological Association. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Covid-19
Scortichini, Matteo
Schneider dos Santos, Rochelle
De’ Donato, Francesca
De Sario, Manuela
Michelozzi, Paola
Davoli, Marina
Masselot, Pierre
Sera, Francesco
Gasparrini, Antonio
Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis
title Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis
title_full Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis
title_fullStr Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis
title_full_unstemmed Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis
title_short Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis
title_sort excess mortality during the covid-19 outbreak in italy: a two-stage interrupted time-series analysis
topic Covid-19
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7665549/
https://www.ncbi.nlm.nih.gov/pubmed/33053172
http://dx.doi.org/10.1093/ije/dyaa169
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