Modeling the impact of public health education on tungiasis dynamics with saturated treatment: Insight through the Caputo fractional derivative

被引:2
|
作者
Simelane, Simphiwe M. [1 ]
Dlamini, Phumlani G. [1 ]
Osaye, Fadekemi J. [2 ]
Obaido, George [3 ]
Ogbukiri, Blessing [4 ]
Aruleba, Kehinde [5 ]
Jones, Cadavious M. [6 ]
Chukwu, Chidozie W. [7 ]
Egbelowo, Oluwaseun F. [8 ]
机构
[1] Univ Johannesburg, Dept Math & Appl Math, ZA-2028 Doornfontein, South Africa
[2] Alabama State Univ, Dept Math & Comp Sci, Montgomery, AL 36101 USA
[3] Univ Calif Berkeley, Berkeley Inst Data Sci BIDS, Ctr Human Artificial Intelligence CHAI, Berkeley, CA 94720 USA
[4] York Univ, Dept Math & Stat, Toronto, ON M3J 1P3, Canada
[5] Univ Leicester, Sch Comp & Math Sci, Leicester LE1 7RH, Leics, England
[6] Rust Coll, Div Sci & Math, Holly Springs, MS USA
[7] Wake Forest Univ, Dept Math, Winston Salem, NC 27109 USA
[8] Univ Texas Austin, Dept Integrat Biol, Austin, TX 78712 USA
关键词
Tungiasis; Caputo fractional derivative; public health education; treatment; Adams-Bashforth-Moulton method; SIR; STABILITY;
D O I
10.3934/mbe.2023332
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Public health education is pivotal in the management and control of infectious and non-infectious diseases. This manuscript presents and analyses a nonlinear fractional model of tungiasis dynamics with the impact of public health education for the first time. The human population is split into five classes depending on their disease status. The infected population is split into two subgroups; infected but unaware and infected but aware. The model focuses on the impacts of public health ed-ucation, contact and treatment contact on tungiasis transmission dynamics. Notably, public health education is important for containing as well as reducing disease outbreaks in communities. The Ca-puto fractional derivative is utilised in defining the model governing equations. Model equilibrium points existence and stability are investigated using simple matrix algebra. Model analysis shows that tungiasis is contained when the reproduction number is less than unity. Otherwise, if it is greater than unity, the disease persists and spread in the population. The generalised Adams-Bashforth-Moulton approach is utilised in solving the derived tungiasis model numerically. The impacts of public health education, treatment and contact rate on overall disease dynamics are discussed through numerical simulations. From the simulations, we see that for given fractional order, public health education and treatment increase the quality of life plus reduce equilibrium numbers of tungiasis-infected individu-als. We observe that population classes converge quicker to their steady states when alpha is increased. Thus, we can conclude that the derivative order alpha captures the role of experience or knowledge that individuals have on the disease's history.
引用
收藏
页码:7696 / 7720
页数:25
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