Cargando…

A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic

We analyze the data about casualties in Italy in the period 1 January 2015 to 30 September 2020 released by the Italian National Institute of Statistics (ISTAT). The aim of this article was the description of a statistically robust methodology to extract quantitative values for the seasonal excesses...

Descripción completa

Detalles Bibliográficos
Autores principales: Bonifazi, Gianluca, Lista, Luca, Menasce, Dario, Mezzetto, Mauro, Oliva, Alberto, Pedrini, Daniele, Spighi, Roberto, Zoccoli, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8167797/
https://www.ncbi.nlm.nih.gov/pubmed/33915702
http://dx.doi.org/10.3390/idr13020030
_version_ 1783701765595594752
author Bonifazi, Gianluca
Lista, Luca
Menasce, Dario
Mezzetto, Mauro
Oliva, Alberto
Pedrini, Daniele
Spighi, Roberto
Zoccoli, Antonio
author_facet Bonifazi, Gianluca
Lista, Luca
Menasce, Dario
Mezzetto, Mauro
Oliva, Alberto
Pedrini, Daniele
Spighi, Roberto
Zoccoli, Antonio
author_sort Bonifazi, Gianluca
collection PubMed
description We analyze the data about casualties in Italy in the period 1 January 2015 to 30 September 2020 released by the Italian National Institute of Statistics (ISTAT). The aim of this article was the description of a statistically robust methodology to extract quantitative values for the seasonal excesses of deaths featured by the data, accompanying them with correct estimates of the relative uncertainties. We will describe the advantages of the method adopted with respect to others listed in literature. The data exhibit a clear sinusoidal behavior, whose fit allows for a robust subtraction of the baseline trend of casualties in Italy, with a surplus of mortality in correspondence to the flu epidemics in winter and to the hottest periods in summer. The overall quality of the fit to the data turns out to be very good, an indication of the validity of the chosen model. We discuss the trend of casualties in Italy by different classes of ages and for the different genders. We finally compare the data-subtracted casualties, as reported by ISTAT, with those reported by the Italian Department for Civil Protection (DPC) relative to the deaths directly attributed to the Coronavirus Disease 2019 caused by the SARS-CoV-2 virus (COVID-19), and we point out the differences in the two samples, collected under different assumptions.
format Online
Article
Text
id pubmed-8167797
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-81677972021-06-02 A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic Bonifazi, Gianluca Lista, Luca Menasce, Dario Mezzetto, Mauro Oliva, Alberto Pedrini, Daniele Spighi, Roberto Zoccoli, Antonio Infect Dis Rep Article We analyze the data about casualties in Italy in the period 1 January 2015 to 30 September 2020 released by the Italian National Institute of Statistics (ISTAT). The aim of this article was the description of a statistically robust methodology to extract quantitative values for the seasonal excesses of deaths featured by the data, accompanying them with correct estimates of the relative uncertainties. We will describe the advantages of the method adopted with respect to others listed in literature. The data exhibit a clear sinusoidal behavior, whose fit allows for a robust subtraction of the baseline trend of casualties in Italy, with a surplus of mortality in correspondence to the flu epidemics in winter and to the hottest periods in summer. The overall quality of the fit to the data turns out to be very good, an indication of the validity of the chosen model. We discuss the trend of casualties in Italy by different classes of ages and for the different genders. We finally compare the data-subtracted casualties, as reported by ISTAT, with those reported by the Italian Department for Civil Protection (DPC) relative to the deaths directly attributed to the Coronavirus Disease 2019 caused by the SARS-CoV-2 virus (COVID-19), and we point out the differences in the two samples, collected under different assumptions. MDPI 2021-04-01 /pmc/articles/PMC8167797/ /pubmed/33915702 http://dx.doi.org/10.3390/idr13020030 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Bonifazi, Gianluca
Lista, Luca
Menasce, Dario
Mezzetto, Mauro
Oliva, Alberto
Pedrini, Daniele
Spighi, Roberto
Zoccoli, Antonio
A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic
title A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic
title_full A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic
title_fullStr A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic
title_full_unstemmed A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic
title_short A Statistical Analysis of Death Rates in Italy for the Years 2015–2020 and a Comparison with the Casualties Reported from the COVID-19 Pandemic
title_sort statistical analysis of death rates in italy for the years 2015–2020 and a comparison with the casualties reported from the covid-19 pandemic
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8167797/
https://www.ncbi.nlm.nih.gov/pubmed/33915702
http://dx.doi.org/10.3390/idr13020030
work_keys_str_mv AT bonifazigianluca astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT listaluca astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT menascedario astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT mezzettomauro astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT olivaalberto astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT pedrinidaniele astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT spighiroberto astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT zoccoliantonio astatisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT bonifazigianluca statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT listaluca statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT menascedario statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT mezzettomauro statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT olivaalberto statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT pedrinidaniele statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT spighiroberto statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic
AT zoccoliantonio statisticalanalysisofdeathratesinitalyfortheyears20152020andacomparisonwiththecasualtiesreportedfromthecovid19pandemic