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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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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 |
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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 |
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