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Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves
The objectives of the study were to calculate the standardised mortality rates (SMRs) for COVID-19 in European Union/European Economic Area countries plus the UK and Switzerland and to evaluate the correlation between SMRs and selected indicators in the first versus the subsequent waves until 23 Jun...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8354758/ https://www.ncbi.nlm.nih.gov/pubmed/34373260 http://dx.doi.org/10.1136/bmjgh-2021-006422 |
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author | Villani, Leonardo Pastorino, Roberta Ricciardi, Walter Ioannidis, John Boccia, Stefania |
author_facet | Villani, Leonardo Pastorino, Roberta Ricciardi, Walter Ioannidis, John Boccia, Stefania |
author_sort | Villani, Leonardo |
collection | PubMed |
description | The objectives of the study were to calculate the standardised mortality rates (SMRs) for COVID-19 in European Union/European Economic Area countries plus the UK and Switzerland and to evaluate the correlation between SMRs and selected indicators in the first versus the subsequent waves until 23 June 2021. We used indirect standardisation (using Italy as the reference) to compute SMRs and considered 16 indicators of health and social well-being, health system capacity and COVID-19 response. The highest SMRs were in Belgium, the UK and Spain in the first wave (1.20–1.84) and in Hungary, Czechia and Slovakia in the subsequent waves (2.50–2.69). Human Development Index (HDI), life expectancy, urbanisation and healthcare expenditure had positive correlations with SMR in the first wave (rho=0.30–0.46), but negative correlations (rho=−0.67 to −0.47) in the subsequent waves. Retail/recreation mobility and transit mobility were negatively correlated with SMR in the first wave, while transit mobility was inversely correlated with SMR in the subsequent waves. The first wave hit most hard countries with high HDI, high life expectancy, high urbanisation, high health expenditures and high tourism. This pattern may reflect higher early community seeding and circulation of the virus. Conversely, in the subsequent waves, this pattern was completely inversed: countries with more resources and better health status did better than eastern European countries. While major SMR differences existed across countries in the first wave, these differences largely dissipated by 23 June 2021, with few exceptions. |
format | Online Article Text |
id | pubmed-8354758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-83547582021-08-13 Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves Villani, Leonardo Pastorino, Roberta Ricciardi, Walter Ioannidis, John Boccia, Stefania BMJ Glob Health Original Research The objectives of the study were to calculate the standardised mortality rates (SMRs) for COVID-19 in European Union/European Economic Area countries plus the UK and Switzerland and to evaluate the correlation between SMRs and selected indicators in the first versus the subsequent waves until 23 June 2021. We used indirect standardisation (using Italy as the reference) to compute SMRs and considered 16 indicators of health and social well-being, health system capacity and COVID-19 response. The highest SMRs were in Belgium, the UK and Spain in the first wave (1.20–1.84) and in Hungary, Czechia and Slovakia in the subsequent waves (2.50–2.69). Human Development Index (HDI), life expectancy, urbanisation and healthcare expenditure had positive correlations with SMR in the first wave (rho=0.30–0.46), but negative correlations (rho=−0.67 to −0.47) in the subsequent waves. Retail/recreation mobility and transit mobility were negatively correlated with SMR in the first wave, while transit mobility was inversely correlated with SMR in the subsequent waves. The first wave hit most hard countries with high HDI, high life expectancy, high urbanisation, high health expenditures and high tourism. This pattern may reflect higher early community seeding and circulation of the virus. Conversely, in the subsequent waves, this pattern was completely inversed: countries with more resources and better health status did better than eastern European countries. While major SMR differences existed across countries in the first wave, these differences largely dissipated by 23 June 2021, with few exceptions. BMJ Publishing Group 2021-08-09 /pmc/articles/PMC8354758/ /pubmed/34373260 http://dx.doi.org/10.1136/bmjgh-2021-006422 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Villani, Leonardo Pastorino, Roberta Ricciardi, Walter Ioannidis, John Boccia, Stefania Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves |
title | Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves |
title_full | Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves |
title_fullStr | Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves |
title_full_unstemmed | Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves |
title_short | Inverse correlates of COVID-19 mortality across European countries during the first versus subsequent waves |
title_sort | inverse correlates of covid-19 mortality across european countries during the first versus subsequent waves |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8354758/ https://www.ncbi.nlm.nih.gov/pubmed/34373260 http://dx.doi.org/10.1136/bmjgh-2021-006422 |
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