Optimal allocation of resources to healthcare workers or the general populace: a modelling study

We consider a model that distinguishes susceptible; infected, but not yet infectious; pre-symptomatic, symptomatic, asymptomatic, and hospitalized infectious; recovered and dead members of two groups: healthcare workers (HCW) and members of the community that they serve. Because of the frequency or...

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Autores principales: MyVan Vo, Joshua A. Glasser, Zhilan Feng
Formato: article
Lenguaje:EN
Publicado: The Royal Society 2021
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spelling oai:doaj.org-article:1750b3563927406db92eb01141701ee52021-11-24T08:05:47ZOptimal allocation of resources to healthcare workers or the general populace: a modelling study10.1098/rsos.2108232054-5703https://doaj.org/article/1750b3563927406db92eb01141701ee52021-11-01T00:00:00Zhttps://royalsocietypublishing.org/doi/10.1098/rsos.210823https://doaj.org/toc/2054-5703We consider a model that distinguishes susceptible; infected, but not yet infectious; pre-symptomatic, symptomatic, asymptomatic, and hospitalized infectious; recovered and dead members of two groups: healthcare workers (HCW) and members of the community that they serve. Because of the frequency or duration of their exposures to SARS-CoV-2, a greater fraction of HCW would experience severe COVID-19 symptoms that require medical care, which reduces mortality rates, absent personal protective equipment (PPE). While N95 masks (and, possibly, other scarce medical resources) are available to members of both groups, they do not use them equally well (i.e. efficacy and compliance differ). We investigated the optimal allocation of potentially scarce medical resources between these groups to control the pandemic and reduce overall infections and mortality via derivation and analysis of expressions for the reproduction numbers and final size. We also simulated prevalence and cumulative incidence, quantities relevant to surge capacity and population immunity, respectively. We found that, under realistic conditions, the optimal allocation is virtually or entirely to HCW, but that allocation of surplus masks and other medical resources to members of the general community also reduces infections and deaths.MyVan VoJoshua A. GlasserZhilan FengThe Royal Societyarticlemeta-population modellingtransmission of SARS-CoV-2strategies for optimal control and minimal final sizeScienceQENRoyal Society Open Science, Vol 8, Iss 11 (2021)
institution DOAJ
collection DOAJ
language EN
topic meta-population modelling
transmission of SARS-CoV-2
strategies for optimal control and minimal final size
Science
Q
spellingShingle meta-population modelling
transmission of SARS-CoV-2
strategies for optimal control and minimal final size
Science
Q
MyVan Vo
Joshua A. Glasser
Zhilan Feng
Optimal allocation of resources to healthcare workers or the general populace: a modelling study
description We consider a model that distinguishes susceptible; infected, but not yet infectious; pre-symptomatic, symptomatic, asymptomatic, and hospitalized infectious; recovered and dead members of two groups: healthcare workers (HCW) and members of the community that they serve. Because of the frequency or duration of their exposures to SARS-CoV-2, a greater fraction of HCW would experience severe COVID-19 symptoms that require medical care, which reduces mortality rates, absent personal protective equipment (PPE). While N95 masks (and, possibly, other scarce medical resources) are available to members of both groups, they do not use them equally well (i.e. efficacy and compliance differ). We investigated the optimal allocation of potentially scarce medical resources between these groups to control the pandemic and reduce overall infections and mortality via derivation and analysis of expressions for the reproduction numbers and final size. We also simulated prevalence and cumulative incidence, quantities relevant to surge capacity and population immunity, respectively. We found that, under realistic conditions, the optimal allocation is virtually or entirely to HCW, but that allocation of surplus masks and other medical resources to members of the general community also reduces infections and deaths.
format article
author MyVan Vo
Joshua A. Glasser
Zhilan Feng
author_facet MyVan Vo
Joshua A. Glasser
Zhilan Feng
author_sort MyVan Vo
title Optimal allocation of resources to healthcare workers or the general populace: a modelling study
title_short Optimal allocation of resources to healthcare workers or the general populace: a modelling study
title_full Optimal allocation of resources to healthcare workers or the general populace: a modelling study
title_fullStr Optimal allocation of resources to healthcare workers or the general populace: a modelling study
title_full_unstemmed Optimal allocation of resources to healthcare workers or the general populace: a modelling study
title_sort optimal allocation of resources to healthcare workers or the general populace: a modelling study
publisher The Royal Society
publishDate 2021
url https://doaj.org/article/1750b3563927406db92eb01141701ee5
work_keys_str_mv AT myvanvo optimalallocationofresourcestohealthcareworkersorthegeneralpopulaceamodellingstudy
AT joshuaaglasser optimalallocationofresourcestohealthcareworkersorthegeneralpopulaceamodellingstudy
AT zhilanfeng optimalallocationofresourcestohealthcareworkersorthegeneralpopulaceamodellingstudy
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