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1.
J Biol Dyn ; 18(1): 2298988, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38174737

ABSTRACT

Throughout the last two centuries, vaccines have been helpful in mitigating numerous epidemic diseases. However, vaccine hesitancy has been identified as a substantial obstacle in healthcare management. We examined the epidemiological dynamics of an emerging infection under vaccination using an SVEIR model with differential morbidity. We mathematically analyzed the model, derived R0, and provided a complete analysis of the bifurcation at R0=1. Sensitivity analysis and numerical simulations were used to quantify the tradeoffs between vaccine efficacy and vaccine hesitancy on reducing the disease burden. Our results indicated that if the percentage of the population hesitant about taking the vaccine is 10%, then a vaccine with 94% efficacy is required to reduce the peak of infections by 40%. If 60% of the population is reluctant about being vaccinated, then even a perfect vaccine will not be able to reduce the peak of infections by 40%.


Subject(s)
Communicable Diseases, Emerging , Epidemics , Vaccines , Humans , Communicable Diseases, Emerging/epidemiology , Communicable Diseases, Emerging/prevention & control , Vaccination Hesitancy , Models, Biological , Epidemics/prevention & control , Vaccination , Vaccines/therapeutic use
2.
Math Biosci ; 276: 145-63, 2016 06.
Article in English | MEDLINE | ID: mdl-27055608

ABSTRACT

There is an urgent need for more understanding of the effects of surveillance on malaria control. Indoor residual spraying has had beneficial effects on global malaria reduction, but resistance to the insecticide poses a threat to eradication. We develop a model of impulsive differential equations to account for a resistant strain of mosquitoes that is entirely immune to the insecticide. The impulse is triggered either due to periodic spraying or when a critical number of malaria cases are detected. For small mutation rates, the mosquito-only submodel exhibits either a single mutant-only equilibrium, a mutant-only equilibrium and a single coexistence equilibrium, or a mutant-only equilibrium and a pair of coexistence equilibria. Bistability is a likely outcome, while the effect of impulses is to introduce a saddle-node bifurcation, resulting in persistence of malaria in the form of impulsive periodic orbits. If certain parameters are small, triggering the insecticide based on number of malaria cases is asymptotically equivalent to spraying periodically.


Subject(s)
Drug Resistance , Epidemiological Monitoring , Insecticides , Malaria/prevention & control , Models, Theoretical , Mosquito Control , Animals , Humans
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