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Resources availability and COVID-19 mortality among US counties
The COVID-19 was declared a pandemic by WHO on 03/2020 has claimed millions of lives worldwide. The US leads all countries in COVID-19-related deaths. Individual level (preexisting conditions and demographics) and county-level (availability of resources) factors have been attributed to increased ris...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10015635/ https://www.ncbi.nlm.nih.gov/pubmed/36935689 http://dx.doi.org/10.3389/fpubh.2023.1098571 |
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author | Epané, Josué Patien Zengul, Ferhat Ramamonjiarivelo, Zo McRoy, Luceta Weech-Maldonado, Robert |
author_facet | Epané, Josué Patien Zengul, Ferhat Ramamonjiarivelo, Zo McRoy, Luceta Weech-Maldonado, Robert |
author_sort | Epané, Josué Patien |
collection | PubMed |
description | The COVID-19 was declared a pandemic by WHO on 03/2020 has claimed millions of lives worldwide. The US leads all countries in COVID-19-related deaths. Individual level (preexisting conditions and demographics) and county-level (availability of resources) factors have been attributed to increased risk of COVID-19-related deaths. This study builds on previous studies to assess the relationship between county-level resources and COVID-19 mortality among 2,438 US counties. We merged 2019 data from AHA, AHRF, and USA FACTS. The dependent variable was the total number of COVID-19-related deaths. Independent variables included county-level resources: (1) hospital staffing levels (FTE RNs, hospitalists, and intensivists) per 10,000 population; (2) hospital capacity (occupancy rate, proportion of teaching hospitals, and number of airborne infection control rooms per 10,000 population); and (3) macroeconomic resources [per capita income and location (urban/rural)]. We controlled for population 65+, racial/ethnic minority, and COVID-19 deaths per 1,000 population. A negative binomial regression was used. Hospital staffing per 10,000 population {FTE RN [IRR = 0.997; CI (0.995–0.999)], FTE hospitalists [IRR = 0.936; CI (0.897–0.978)], and FTE intensivists [IRR = 0.606; CI (0.516–0.712)]} was associated with lower COVID-19-related deaths. Hospital occupancy rate, proportion of teaching hospitals, and total number of airborne infection control rooms per 10,000 population were positively associated with COVID-19-related deaths. Per capita income and being in an urban county were positively associated with COVID-19-related deaths. Finally, the proportion of 65+, racial/ethnic minorities, and the number of cases were positively associated with COVID-19-related deaths. Our findings suggest that focusing on maintaining adequate hospital staffing could improve COVID-19 mortality. |
format | Online Article Text |
id | pubmed-10015635 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100156352023-03-16 Resources availability and COVID-19 mortality among US counties Epané, Josué Patien Zengul, Ferhat Ramamonjiarivelo, Zo McRoy, Luceta Weech-Maldonado, Robert Front Public Health Public Health The COVID-19 was declared a pandemic by WHO on 03/2020 has claimed millions of lives worldwide. The US leads all countries in COVID-19-related deaths. Individual level (preexisting conditions and demographics) and county-level (availability of resources) factors have been attributed to increased risk of COVID-19-related deaths. This study builds on previous studies to assess the relationship between county-level resources and COVID-19 mortality among 2,438 US counties. We merged 2019 data from AHA, AHRF, and USA FACTS. The dependent variable was the total number of COVID-19-related deaths. Independent variables included county-level resources: (1) hospital staffing levels (FTE RNs, hospitalists, and intensivists) per 10,000 population; (2) hospital capacity (occupancy rate, proportion of teaching hospitals, and number of airborne infection control rooms per 10,000 population); and (3) macroeconomic resources [per capita income and location (urban/rural)]. We controlled for population 65+, racial/ethnic minority, and COVID-19 deaths per 1,000 population. A negative binomial regression was used. Hospital staffing per 10,000 population {FTE RN [IRR = 0.997; CI (0.995–0.999)], FTE hospitalists [IRR = 0.936; CI (0.897–0.978)], and FTE intensivists [IRR = 0.606; CI (0.516–0.712)]} was associated with lower COVID-19-related deaths. Hospital occupancy rate, proportion of teaching hospitals, and total number of airborne infection control rooms per 10,000 population were positively associated with COVID-19-related deaths. Per capita income and being in an urban county were positively associated with COVID-19-related deaths. Finally, the proportion of 65+, racial/ethnic minorities, and the number of cases were positively associated with COVID-19-related deaths. Our findings suggest that focusing on maintaining adequate hospital staffing could improve COVID-19 mortality. Frontiers Media S.A. 2023-03-01 /pmc/articles/PMC10015635/ /pubmed/36935689 http://dx.doi.org/10.3389/fpubh.2023.1098571 Text en Copyright © 2023 Epané, Zengul, Ramamonjiarivelo, McRoy and Weech-Maldonado. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Epané, Josué Patien Zengul, Ferhat Ramamonjiarivelo, Zo McRoy, Luceta Weech-Maldonado, Robert Resources availability and COVID-19 mortality among US counties |
title | Resources availability and COVID-19 mortality among US counties |
title_full | Resources availability and COVID-19 mortality among US counties |
title_fullStr | Resources availability and COVID-19 mortality among US counties |
title_full_unstemmed | Resources availability and COVID-19 mortality among US counties |
title_short | Resources availability and COVID-19 mortality among US counties |
title_sort | resources availability and covid-19 mortality among us counties |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10015635/ https://www.ncbi.nlm.nih.gov/pubmed/36935689 http://dx.doi.org/10.3389/fpubh.2023.1098571 |
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