A Filippov model describing the effects of media coverage and quarantine on the spread of human influenza

被引:14
作者
Chen, Can [1 ]
Chong, Nyuk Sian [2 ]
Smith, Robert [3 ,4 ]
机构
[1] Zhengzhou Univ Aeronaut, Dept Math & Phys, Coll Sci, Zhengzhou 450015, Henan, Peoples R China
[2] Univ Malaysia Terengganu, Sch Informat & Appl Math, Kuala Terengganu 21030, Malaysia
[3] Univ Ottawa, Dept Math, 585 King Edward Ave, Ottawa, ON K1N 6N5, Canada
[4] Univ Ottawa, Fac Med, 585 King Edward Ave, Ottawa, ON K1N 6N5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Influenza; Filippov model; Media coverage; Quarantine; Threshold policy; Sliding mode; 2-STRAIN INFLUENZA; INFECTED BIRDS; DYNAMICS; VIRUSES;
D O I
10.1016/j.mbs.2017.12.002
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Mass-media reports on an epidemic or pandemic have the potential to modify human behaviour and affect social attitudes. Here we construct a Filippov model to evaluate the effects" of media coverage and quarantine on the transmission dynamics of influenza. We first choose a piecewise smooth incidence rate to represent media reports being triggered once the number of infected individuals exceeds a certain critical level I-C1. Further, if the number of infected cases increases and exceeds another larger threshold value I-C2 (> I-C1), we consider that the incidence rate tends to a saturation level due to the protection measures taken by individuals; meanwhile, we begin to quarantine susceptible individuals when the number of susceptible individuals is larger than a threshold value S-c. Then, for each susceptible threshold value S-c, the global properties of the Filippov model with regard to the existence and stability of all possible equilibria and sliding-mode dynamics are examined, as we vary the infected threshold values I-C1 and I-C2. We show generically that the Filippov system stabilizes at either the endemic equilibrium of the subsystem or the pseudoequilibrium on the switching surface or the endemic equilibrium E-C = (S-C, I-C2), depending on the choice of the threshold values. The findings suggest that proper combinations of infected and susceptible threshold values can maintain the number of infected individuals either below a certain threshold level or at a previously given level.
引用
收藏
页码:98 / 112
页数:15
相关论文
共 35 条
[31]   Media impact switching surface during an infectious disease outbreak [J].
Xiao, Yanni ;
Tang, Sanyi ;
Wu, Jianhong .
SCIENTIFIC REPORTS, 2015, 5
[32]   Transmission potential of the novel avian influenza A(H7N9) infection in mainland China [J].
Xiao, Yanni ;
Sun, Xiaodan ;
Tang, Sanyi ;
Wu, Jianhong .
JOURNAL OF THEORETICAL BIOLOGY, 2014, 352 :1-5
[33]   Media coverage and hospital notifications: Correlation analysis and optimal media impact duration to manage a pandemic [J].
Yan, Qinling ;
Tang, Sanyi ;
Gabriele, Sandra ;
Wu, Jianhong .
JOURNAL OF THEORETICAL BIOLOGY, 2016, 390 :1-13
[34]   Determination of Original Infection Source of H7N9 Avian Influenza by Dynamical Model [J].
Zhang, Juan ;
Jin, Zhen ;
Sun, Gui-Quan ;
Sun, Xiang-Dong ;
Wang, You-Ming ;
Huang, Baoxu .
SCIENTIFIC REPORTS, 2014, 4
[35]   Sensitive Detection and Simultaneous Discrimination of Influenza A and B Viruses in Nasopharyngeal Swabs in a Single Assay Using Next-Generation Sequencing-Based Diagnostics [J].
Zhao, Jiangqin ;
Liu, Jikun ;
Vemula, Sai Vikram ;
Lin, Corinna ;
Tan, Jiying ;
Ragupathy, Viswanath ;
Wang, Xue ;
Mbondji-Wonje, Christelle ;
Ye, Zhiping ;
Landry, Marie L. ;
Hewlett, Indira .
PLOS ONE, 2016, 11 (09)