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Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis
Objectives The first COVID-19 pandemic waves in many low-income countries appeared milder than initially forecasted. We conducted a country-level ecological study to describe patterns in key SARS-CoV-2 outcomes by country and region and explore associations with potential explanatory factors, includ...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571103/ https://www.ncbi.nlm.nih.gov/pubmed/34749011 http://dx.doi.org/10.1016/j.ijid.2021.11.004 |
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author | Favas, Caroline Jarrett, Prudence Ratnayake, Ruwan Watson, Oliver J Checchi, Francesco |
author_facet | Favas, Caroline Jarrett, Prudence Ratnayake, Ruwan Watson, Oliver J Checchi, Francesco |
author_sort | Favas, Caroline |
collection | PubMed |
description | Objectives The first COVID-19 pandemic waves in many low-income countries appeared milder than initially forecasted. We conducted a country-level ecological study to describe patterns in key SARS-CoV-2 outcomes by country and region and explore associations with potential explanatory factors, including population age structure and prior exposure to endemic parasitic infections. Methods We collected publicly available data and compared them using standardisation techniques. We then explored the association between exposures and outcomes using random forest and linear regression. We adjusted for potential confounders and plausible effect modifications. Results While mean time-varying reproduction number was highest in the European and Americas regions, median age of death was lower in the Africa region, with a broadly similar case-fatality ratio. Population age was strongly associated with mean (β=0.01, 95% CI, 0.005, 0.011) and median age of cases (β=-0.40, 95% CI, -0.53, -0.26) and deaths (β= 0.40, 95% CI, 0.17, 0.62). Conclusions Population age seems an important country-level factor explaining both transmissibility and age distribution of observed cases and deaths. Endemic infections seem unlikely, from this analysis, to be key drivers of the variation in observed epidemic trends. Our study was limited by the availability of outcome data and its causally uncertain ecological design. |
format | Online Article Text |
id | pubmed-8571103 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Author(s). Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85711032021-11-08 Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis Favas, Caroline Jarrett, Prudence Ratnayake, Ruwan Watson, Oliver J Checchi, Francesco Int J Infect Dis Article Objectives The first COVID-19 pandemic waves in many low-income countries appeared milder than initially forecasted. We conducted a country-level ecological study to describe patterns in key SARS-CoV-2 outcomes by country and region and explore associations with potential explanatory factors, including population age structure and prior exposure to endemic parasitic infections. Methods We collected publicly available data and compared them using standardisation techniques. We then explored the association between exposures and outcomes using random forest and linear regression. We adjusted for potential confounders and plausible effect modifications. Results While mean time-varying reproduction number was highest in the European and Americas regions, median age of death was lower in the Africa region, with a broadly similar case-fatality ratio. Population age was strongly associated with mean (β=0.01, 95% CI, 0.005, 0.011) and median age of cases (β=-0.40, 95% CI, -0.53, -0.26) and deaths (β= 0.40, 95% CI, 0.17, 0.62). Conclusions Population age seems an important country-level factor explaining both transmissibility and age distribution of observed cases and deaths. Endemic infections seem unlikely, from this analysis, to be key drivers of the variation in observed epidemic trends. Our study was limited by the availability of outcome data and its causally uncertain ecological design. The Author(s). Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. 2022-01 2021-11-06 /pmc/articles/PMC8571103/ /pubmed/34749011 http://dx.doi.org/10.1016/j.ijid.2021.11.004 Text en © 2021 The Author(s) Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Favas, Caroline Jarrett, Prudence Ratnayake, Ruwan Watson, Oliver J Checchi, Francesco Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis |
title | Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis |
title_full | Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis |
title_fullStr | Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis |
title_full_unstemmed | Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis |
title_short | Country differences in transmissibility, age distribution and case-fatality of SARS-CoV-2: a global ecological analysis |
title_sort | country differences in transmissibility, age distribution and case-fatality of sars-cov-2: a global ecological analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571103/ https://www.ncbi.nlm.nih.gov/pubmed/34749011 http://dx.doi.org/10.1016/j.ijid.2021.11.004 |
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