TY - JOUR
T1 - Optimal allocation of resources to healthcare workers or the general populace
T2 - A modelling study
AU - Vo, Myvan
AU - Glasser, Joshua A.
AU - Feng, Zhilan
N1 - Funding Information:
This work is partially supported by the IR/D program from the National Science Foundation (NSF) and the NSF grant no. DMS-1814545. Acknowledgements
Publisher Copyright:
© 2021 The Authors.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85122315991&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85122315991&partnerID=8YFLogxK
U2 - 10.1098/rsos.210823
DO - 10.1098/rsos.210823
M3 - Article
C2 - 34849240
AN - SCOPUS:85122315991
SN - 2054-5703
VL - 8
JO - Royal Society Open Science
JF - Royal Society Open Science
IS - 11
M1 - 210823
ER -