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Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates
The scale of impact of the COVID-19 pandemic on society and the economy globally provides a strong incentive to thoroughly analyze the efficiency of healthcare systems in dealing with the current pandemic and to obtain lessons to prepare healthcare systems to be better prepared for future pandemics....
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8116650/ https://www.ncbi.nlm.nih.gov/pubmed/33996718 http://dx.doi.org/10.3389/fpubh.2021.638481 |
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author | Breitenbach, Marthinus C. Ngobeni, Victor Aye, Goodness C. |
author_facet | Breitenbach, Marthinus C. Ngobeni, Victor Aye, Goodness C. |
author_sort | Breitenbach, Marthinus C. |
collection | PubMed |
description | The scale of impact of the COVID-19 pandemic on society and the economy globally provides a strong incentive to thoroughly analyze the efficiency of healthcare systems in dealing with the current pandemic and to obtain lessons to prepare healthcare systems to be better prepared for future pandemics. In the absence of a proven vaccine or cure, non-pharmaceutical interventions including social distancing, testing and contact tracing, isolation, and wearing of masks are essential in the fight against the worldwide COVID-19 pandemic. We use data envelopment analysis and data compiled from Worldometers and The World Bank to analyze how efficient the use of resources were to stabilize the rate of infections and minimize death rates in the top 36 countries that represented 90% of global infections and deaths out of 220 countries as of November 11, 2020. This is the first paper to model the technical efficiency of countries in managing the COVID-19 pandemic by modeling death rates and infection rates as undesirable outputs using the approach developed by You and Yan. We find that the average efficiency of global healthcare systems in managing the pandemic is very low, with only six efficient systems out of a total of 36 under the variable returns to scale assumption. This finding suggests that, holding constant the size of their healthcare systems (because countries cannot alter the size of a healthcare system in the short run), most of the sample countries showed low levels of efficiency during this time of managing the pandemic; instead it is suspected that most countries literally “threw” resources at fighting the pandemic, thereby probably raising inefficiency through wasted resource use. |
format | Online Article Text |
id | pubmed-8116650 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81166502021-05-14 Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates Breitenbach, Marthinus C. Ngobeni, Victor Aye, Goodness C. Front Public Health Public Health The scale of impact of the COVID-19 pandemic on society and the economy globally provides a strong incentive to thoroughly analyze the efficiency of healthcare systems in dealing with the current pandemic and to obtain lessons to prepare healthcare systems to be better prepared for future pandemics. In the absence of a proven vaccine or cure, non-pharmaceutical interventions including social distancing, testing and contact tracing, isolation, and wearing of masks are essential in the fight against the worldwide COVID-19 pandemic. We use data envelopment analysis and data compiled from Worldometers and The World Bank to analyze how efficient the use of resources were to stabilize the rate of infections and minimize death rates in the top 36 countries that represented 90% of global infections and deaths out of 220 countries as of November 11, 2020. This is the first paper to model the technical efficiency of countries in managing the COVID-19 pandemic by modeling death rates and infection rates as undesirable outputs using the approach developed by You and Yan. We find that the average efficiency of global healthcare systems in managing the pandemic is very low, with only six efficient systems out of a total of 36 under the variable returns to scale assumption. This finding suggests that, holding constant the size of their healthcare systems (because countries cannot alter the size of a healthcare system in the short run), most of the sample countries showed low levels of efficiency during this time of managing the pandemic; instead it is suspected that most countries literally “threw” resources at fighting the pandemic, thereby probably raising inefficiency through wasted resource use. Frontiers Media S.A. 2021-04-29 /pmc/articles/PMC8116650/ /pubmed/33996718 http://dx.doi.org/10.3389/fpubh.2021.638481 Text en Copyright © 2021 Breitenbach, Ngobeni and Aye. 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 Breitenbach, Marthinus C. Ngobeni, Victor Aye, Goodness C. Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates |
title | Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates |
title_full | Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates |
title_fullStr | Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates |
title_full_unstemmed | Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates |
title_short | Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates |
title_sort | global healthcare resource efficiency in the management of covid-19 death and infection prevalence rates |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8116650/ https://www.ncbi.nlm.nih.gov/pubmed/33996718 http://dx.doi.org/10.3389/fpubh.2021.638481 |
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