Cargando…

The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes

BACKGROUND: The COVID‐19 pandemic has overrun hospital systems while exacerbating economic hardship and food insecurity on a global scale. In an effort to understand how early action to find and control the virus is associated with cumulative outcomes, we explored how country‐level testing capacity...

Descripción completa

Detalles Bibliográficos
Autores principales: Kannoth, Sneha, Kandula, Sasikiran, Shaman, Jeffrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8652724/
https://www.ncbi.nlm.nih.gov/pubmed/34647421
http://dx.doi.org/10.1111/irv.12906
_version_ 1784611610535395328
author Kannoth, Sneha
Kandula, Sasikiran
Shaman, Jeffrey
author_facet Kannoth, Sneha
Kandula, Sasikiran
Shaman, Jeffrey
author_sort Kannoth, Sneha
collection PubMed
description BACKGROUND: The COVID‐19 pandemic has overrun hospital systems while exacerbating economic hardship and food insecurity on a global scale. In an effort to understand how early action to find and control the virus is associated with cumulative outcomes, we explored how country‐level testing capacity affects later COVID‐19 mortality. METHODS: We used the Our World in Data database to explore testing and mortality records in 27 countries from December 31, 2019, to September 30, 2020; we applied Cox proportional hazards regression to determine the relationship between early COVID‐19 testing capacity (cumulative tests per case) and later COVID‐19 mortality (time to specified mortality thresholds), adjusting for country‐level confounders, including median age, GDP, hospital bed capacity, population density, and nonpharmaceutical interventions. RESULTS: Higher early testing implementation, as indicated by more cumulative tests per case when mortality was still low, was associated with a lower risk for higher per capita deaths. A sample finding indicated that a higher cumulative number of tests administered per case at the time of six deaths per million persons was associated with a lower risk of reaching 15 deaths per million persons, after adjustment for all confounders (HR = 0.909; P = 0.0001). CONCLUSIONS: Countries that developed stronger COVID‐19 testing capacity at early timepoints, as measured by tests administered per case identified, experienced a slower increase of deaths per capita. Thus, this study operationalizes the value of testing and provides empirical evidence that stronger testing capacity at early timepoints is associated with reduced mortality and improved pandemic control.
format Online
Article
Text
id pubmed-8652724
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-86527242021-12-08 The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes Kannoth, Sneha Kandula, Sasikiran Shaman, Jeffrey Influenza Other Respir Viruses Original Articles BACKGROUND: The COVID‐19 pandemic has overrun hospital systems while exacerbating economic hardship and food insecurity on a global scale. In an effort to understand how early action to find and control the virus is associated with cumulative outcomes, we explored how country‐level testing capacity affects later COVID‐19 mortality. METHODS: We used the Our World in Data database to explore testing and mortality records in 27 countries from December 31, 2019, to September 30, 2020; we applied Cox proportional hazards regression to determine the relationship between early COVID‐19 testing capacity (cumulative tests per case) and later COVID‐19 mortality (time to specified mortality thresholds), adjusting for country‐level confounders, including median age, GDP, hospital bed capacity, population density, and nonpharmaceutical interventions. RESULTS: Higher early testing implementation, as indicated by more cumulative tests per case when mortality was still low, was associated with a lower risk for higher per capita deaths. A sample finding indicated that a higher cumulative number of tests administered per case at the time of six deaths per million persons was associated with a lower risk of reaching 15 deaths per million persons, after adjustment for all confounders (HR = 0.909; P = 0.0001). CONCLUSIONS: Countries that developed stronger COVID‐19 testing capacity at early timepoints, as measured by tests administered per case identified, experienced a slower increase of deaths per capita. Thus, this study operationalizes the value of testing and provides empirical evidence that stronger testing capacity at early timepoints is associated with reduced mortality and improved pandemic control. John Wiley and Sons Inc. 2021-10-14 2022-01 /pmc/articles/PMC8652724/ /pubmed/34647421 http://dx.doi.org/10.1111/irv.12906 Text en © 2021 The Authors. Influenza and Other Respiratory Viruses published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Kannoth, Sneha
Kandula, Sasikiran
Shaman, Jeffrey
The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes
title The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes
title_full The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes
title_fullStr The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes
title_full_unstemmed The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes
title_short The association between early country‐level COVID‐19 testing capacity and later COVID‐19 mortality outcomes
title_sort association between early country‐level covid‐19 testing capacity and later covid‐19 mortality outcomes
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8652724/
https://www.ncbi.nlm.nih.gov/pubmed/34647421
http://dx.doi.org/10.1111/irv.12906
work_keys_str_mv AT kannothsneha theassociationbetweenearlycountrylevelcovid19testingcapacityandlatercovid19mortalityoutcomes
AT kandulasasikiran theassociationbetweenearlycountrylevelcovid19testingcapacityandlatercovid19mortalityoutcomes
AT shamanjeffrey theassociationbetweenearlycountrylevelcovid19testingcapacityandlatercovid19mortalityoutcomes
AT kannothsneha associationbetweenearlycountrylevelcovid19testingcapacityandlatercovid19mortalityoutcomes
AT kandulasasikiran associationbetweenearlycountrylevelcovid19testingcapacityandlatercovid19mortalityoutcomes
AT shamanjeffrey associationbetweenearlycountrylevelcovid19testingcapacityandlatercovid19mortalityoutcomes