A dynamic multistate and control model of the COVID-19 pandemic
被引:4
|
作者:
Silver, Steven D.
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机构:
San Jose State Univ, Lucas Grad Sch Business, Business Analyt, San Jose, CA 95192 USASan Jose State Univ, Lucas Grad Sch Business, Business Analyt, San Jose, CA 95192 USA
Silver, Steven D.
[1
]
van den Driessche, Pauline
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机构:
Univ Victoria, Dept Math, Victoria, BC, CanadaSan Jose State Univ, Lucas Grad Sch Business, Business Analyt, San Jose, CA 95192 USA
van den Driessche, Pauline
[2
]
Khajanchi, Subhas
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机构:
Presidency Univ, Dept Math, Kolkata, IndiaSan Jose State Univ, Lucas Grad Sch Business, Business Analyt, San Jose, CA 95192 USA
Khajanchi, Subhas
[3
]
机构:
[1] San Jose State Univ, Lucas Grad Sch Business, Business Analyt, San Jose, CA 95192 USA
COVID-19;
Dynamic multi-state models;
Control models;
Lockdown policy;
SENSITIVITY-ANALYSIS;
IMPACT;
D O I:
10.1007/s10389-023-02014-z
中图分类号:
R1 [预防医学、卫生学];
学科分类号:
1004 ;
120402 ;
摘要:
AimWe specify a multistate dynamic model of COVID-19 states and investigate the efficiency of lockdown policies in a control application.MethodComputational and analytical methods are implemented to indicate parameter sensitivities of the multistate model. An objective function in a control specification is then used to evaluate the cost efficacy of lockdowns to manage the diffusion of infection before the availability of a vaccine.ResultsResults of the control model indicate differences in cost-cost offsets over time in a lockdown under different levels of wage and mortality rates. We show the range of conditions under which cost offsets of a lockdown can exceed costs.ConclusionsLockdowns have been initiated due largely to the headline numbers of mortality rates, "pain and suffering" of those infected, and burdens on health care systems. We show that lockdowns can be cost-efficient over a range of wage and mortality rates provided that they are maintained in place for certain lengths of time. The time intervals we investigate have been demonstrated to be feasible across a wide range of countries.
机构:
Department of Mathematics, Faculty of Science, Tabriz Branch, Islamic Azad University, Tabriz, IranDepartment of Mathematics, Faculty of Science, Tabriz Branch, Islamic Azad University, Tabriz, Iran