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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The Royal Society
2021
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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) |
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meta-population modelling transmission of SARS-CoV-2 strategies for optimal control and minimal final size Science Q |
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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 |
_version_ |
1718415782041354240 |