1
|
Zuo C, Ling Y, Zhu F, Ma X, Xiang G. Exploring epidemic voluntary vaccinating behavior based on information-driven decisions and benefit-cost analysis. APPLIED MATHEMATICS AND COMPUTATION 2023; 447:127905. [PMID: 36818690 PMCID: PMC9922198 DOI: 10.1016/j.amc.2023.127905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 01/28/2023] [Accepted: 02/04/2023] [Indexed: 06/18/2023]
Abstract
A complex dynamic interplay exists between epidemic transmission and vaccination, which is significantly influenced by human behavioral responses. We construct a research framework combining both the function modeling of the cumulative global COVID-19 information and limited individuals' information processing capacity employing the Gompertz model for growing processes. Meanwhile, we built a function representing the decision to get vaccinated following benefit-cost analysis considered the choices made by people in each scenario have an influence from altruism, free-riding and immunity escaping capacity. Through the mean-field calculation analysis and using a fourth-order Runge-Kutta method with constant step size, we obtain plots from numerical simulations. We found that only when the total number of infectious individuals proves sufficient to reach and exceed a certain level will the individuals face a better trade-off in determining whether to get vaccinated against the diseases based on that information. Besides, authoritative media have a higher decisive influence and efforts should be focused on extending the duration of vaccine protection, which is beneficial to inhibit the outbreaks of epidemics. Our work elucidates that reducing the negative payoff brought about by the free-riding behavior for individuals or improving the positive payoff from the altruistic motivation helps to control the disease in cultures that value social benefits, vaccination willingness is generally stronger. We also note that at a high risk of infection, the decision of vaccination is highly correlated with global epidemic information concerning COVID-19 infection, while at times of lower risk, it depends on the game theoretic vaccine strategy. The findings demonstrate that improving health literacy, ensuring open and transparent information on vaccine safety and efficacy as a public health priority can be an effective strategy for mitigating inequalities in health education, as well as alleviating the phenomenon that immunity escaping abilities is more likely to panic by populations with high levels of education. In addition, prosocial nudges are great ways to bridge these immunity gaps that can contribute to implementing government public health control measures, creating a positive feedback loop.
Collapse
Affiliation(s)
- Chao Zuo
- School of Management Engineering and E-commerce, Zhejiang Gongshang University, Hangzhou 310018, China
| | - Yuting Ling
- School of Management Engineering and E-commerce, Zhejiang Gongshang University, Hangzhou 310018, China
| | - Fenping Zhu
- Zhejiang Industry & Trade Vocational College, Wenzhou, 325000, China
| | - Xinyu Ma
- School of Management Engineering and E-commerce, Zhejiang Gongshang University, Hangzhou 310018, China
| | - Guochun Xiang
- School of Health Management, Southern Medical University, Guangzhou, 510515, China
| |
Collapse
|
2
|
Zhang J, Hao W, Jin Z. Dynamic analysis of an HIV/AIDS treatment model incorporating MSM. INT J BIOMATH 2022. [DOI: 10.1142/s1793524522500292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Acquired immunodeficiency syndrome (AIDS) has a serious impact on human health and life safety. In order to study its related factors, this paper establishes an HIV/AIDS model with treatment individuals based on heterosexual contact and male-to-male sexual contact. Using the method of next generation matrix, the threshold [Formula: see text] of the model is given. When [Formula: see text], it proves the global stability of the disease-free equilibrium. When [Formula: see text], it studies the dynamics of the boundary equilibrium and the endemic equilibrium under different conditions. Finally, through numerical simulations, the correctness of the theoretical results is verified. The key parameters affecting the spread of HIV are found through parameter sensitivity analysis, which provides a theoretical basis for effective control of the spread of HIV.
Collapse
Affiliation(s)
- Juping Zhang
- Complex Systems Research Center, Shanxi University, Taiyuan Shanxi, 030006, China
- Shanxi Key Laboratory of Mathematical Techniques, and Big Data Analysis on Disease Control and Prevention, Shanxi University, Taiyuan Shanxi, 030006, China
| | - Wenhui Hao
- Complex Systems Research Center, Shanxi University, Taiyuan Shanxi, 030006, China
- Shanxi Key Laboratory of Mathematical Techniques, and Big Data Analysis on Disease Control and Prevention, Shanxi University, Taiyuan Shanxi, 030006, China
| | - Zhen Jin
- Complex Systems Research Center, Shanxi University, Taiyuan Shanxi, 030006, China
- Shanxi Key Laboratory of Mathematical Techniques, and Big Data Analysis on Disease Control and Prevention, Shanxi University, Taiyuan Shanxi, 030006, China
| |
Collapse
|
3
|
Zhang J, Hao W, Jin Z. The dynamics of sexually transmitted diseases with men who have sex with men. J Math Biol 2021; 84:1. [PMID: 34904196 DOI: 10.1007/s00285-021-01694-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 09/15/2021] [Accepted: 11/17/2021] [Indexed: 11/29/2022]
Abstract
In this paper, we give a rather complete analysis for a susceptible-infective sexually transmitted disease (STD) model, where the males are divided into two different groups based on their different sexual orientation. The threshold [Formula: see text] of STD model is obtained. If [Formula: see text], the disease-free equilibrium is globally asymptotically stable. Further, we investigate the existence and stability of the boundary equilibria that characterize the males of the different sexual orientation. We also investigate the existence and stability of the positive equilibrium, which characterizes the possibility of coexistence of male heterosexual and male homosexual. We obtain sufficient and necessary conditions for the existence and global stability of these equilibria. We see that the proportion of heterosexuality in MSM affects the stability of the system. The theoretical results are verified by numerical simulation.
Collapse
Affiliation(s)
- Juping Zhang
- Complex Systems Research Center, Shanxi University, Taiyuan, 030006, Shanxi, China. .,Shanxi Key Laboratory of Mathematical Techniques and Big Data Analysis on Disease Control and Prevention, Shanxi University, Taiyuan, 030006, Shanxi, China.
| | - Wenhui Hao
- Complex Systems Research Center, Shanxi University, Taiyuan, 030006, Shanxi, China.,Shanxi Key Laboratory of Mathematical Techniques and Big Data Analysis on Disease Control and Prevention, Shanxi University, Taiyuan, 030006, Shanxi, China
| | - Zhen Jin
- Complex Systems Research Center, Shanxi University, Taiyuan, 030006, Shanxi, China. .,Shanxi Key Laboratory of Mathematical Techniques and Big Data Analysis on Disease Control and Prevention, Shanxi University, Taiyuan, 030006, Shanxi, China.
| |
Collapse
|
4
|
Xing Y, Li HX. Almost periodic solutions for a SVIR epidemic model with relapse. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:7191-7217. [PMID: 34814245 DOI: 10.3934/mbe.2021356] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
This paper is devoted to a nonautonomous SVIR epidemic model with relapse, that is, the recurrence rate is considered in the model. The permanent of the system is proved, and the result on the existence and uniqueness of globally attractive almost periodic solution of this system is obtained by constructing a suitable Lyapunov function. Some analysis for the necessity of considering the recurrence rate in the model is also presented. Moreover, some examples and numerical simulations are given to show the feasibility of our main results. Through numerical simulation, we have obtained the influence of vaccination rate and recurrence rate on the spread of the disease. The conclusion is that in order to control the epidemic of infectious diseases, we should increase the vaccination rate while reducing the recurrence rate of the disease.
Collapse
Affiliation(s)
- Yifan Xing
- College of Mathematics, Sichuan University, Chengdu 610065, China
| | - Hong-Xu Li
- College of Mathematics, Sichuan University, Chengdu 610065, China
| |
Collapse
|
5
|
Gan S, Wei F. Study on a susceptible–infected–vaccinated model with delay and proportional vaccination. INT J BIOMATH 2019. [DOI: 10.1142/s1793524518501024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
A susceptible–infected–vaccinated epidemic model with proportional vaccination and generalized nonlinear rate is formulated and investigated in the paper. We show that the stochastic epidemic model admits a unique and global positive solution with probability one when constructing a proper [Formula: see text]-function therewith. Then a sufficient condition that guarantees the disappearances of diseases is derived when the indicator [Formula: see text]. Further, if [Formula: see text], then we obtain that the solution is weakly permanent with probability one. We also derived the sufficient conditions of the persistence in the mean for the susceptible and infected when another indicator [Formula: see text].
Collapse
Affiliation(s)
- Shuqi Gan
- College of Mathematics and Computer Science, Fuzhou University, Fuzhou 350116, P. R. China
| | - Fengying Wei
- College of Mathematics and Computer Science, Fuzhou University, Fuzhou 350116, P. R. China
- Key Laboratory of Operations Research and Control of Universities in Fujian, Fuzhou University, Fuzhou 350116, P. R. China
| |
Collapse
|
6
|
Palmer C, Landguth E, Stone E, Johnson T. The dynamics of vector-borne relapsing diseases. Math Biosci 2018; 297:32-42. [PMID: 29339054 DOI: 10.1016/j.mbs.2018.01.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 04/04/2017] [Accepted: 01/08/2018] [Indexed: 11/20/2022]
Abstract
In this paper, we describe the dynamics of a vector-borne relapsing disease, such as tick-borne relapsing fever, using the methods of compartmental models. After some motivation and model description we provide a proof of a conjectured general form of the reproductive ratio R0, which is the average number of new infections produced by a single infected individual. A disease free equilibrium undergoes a bifurcation at R0=1 and we show that for an arbitrary number of relapses it is a transcritical bifurcation with a single branch of endemic equilibria that is locally asymptotically stable for R0 sufficiently close to 1. Furthermore, we show there is no backwards bifurcation. We then show that these results can be extended to variants of the model with an example that allows for variation in the number of relapses before recovery. Finally, we discuss implications of our results and directions for future research.
Collapse
Affiliation(s)
- Cody Palmer
- Department of Mathematical Sciences, University of Montana, USA.
| | - Erin Landguth
- Division of Biological Sciences, University of Montana, USA
| | - Emily Stone
- Department of Mathematical Sciences, University of Montana, USA
| | | |
Collapse
|
7
|
Canonical modeling of anticipatory vaccination behavior and long term epidemic recurrence. J Theor Biol 2018; 436:26-38. [DOI: 10.1016/j.jtbi.2017.09.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Revised: 05/30/2017] [Accepted: 09/21/2017] [Indexed: 11/23/2022]
|