THE IMPACT OF HUMAN LOCATION-SPECIFIC CONTACT PATTERN ON THE SIR EPIDEMIC TRANSMISSION BETWEEN POPULATIONS

被引:28
|
作者
Wang, Lin [1 ]
Zhang, Yan [1 ]
Wang, Zhen [2 ,3 ]
Li, Xiang [1 ]
机构
[1] Fudan Univ, Dept Elect Engn, Adapt Networks & Control Lab, Shanghai 200433, Peoples R China
[2] Hong Kong Baptist Univ, Dept Phys, Ctr Nonlinear Studies, Kowloon Tong, Hong Kong, Peoples R China
[3] Hong Kong Baptist Univ, Beijing Hong Kong Singapore Joint Ctr Nonlinear &, Kowloon Tong, Hong Kong, Peoples R China
来源
基金
高等学校博士学科点专项科研基金;
关键词
Complex dynamics behaviors in spreading; structured populations; human contact pattern; epidemic threshold; next generation matrix; SMALL-WORLD; SPREAD; MODEL; NETWORKS;
D O I
10.1142/S0218127413500958
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The structured-population model is extensively used to study the complexity of epidemic dynamics. In many seminal researches, the impact of human mobility on the outbreak threshold has been profoundly studied, with the general assumption that the human contact pattern is mixing homogeneously. As the individual contact is assumed uniform among different subpopulations, the basic reproductive number, R-0, which relates to the stability at the disease-free equilibrium, is equal to the same constant on separate locations. However, recent studies have shown that there may exist location-related factors driving the variance of disease incidence between populations, in reality. Therefore, in this study, the location-specific heterogeneous contact pattern has been introduced into a famous phenomenological structured-population model, where bidirectional recurrent commuting flows couple two typical subpopulations, to study the complex dynamics behaviors of spatial transmission of epidemics. Besides the usual SIR epidemic dynamics with birth and death processes, we take into account the contact process by assigning each member from a given subpopulation with a characteristic contact rate. Through theoretical arguments and agent-based computer simulations, we unveil that the stressed element dramatically affects the epidemic threshold of the system.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] The race between contact tracing and transmission: A framework for resource allocation during an emerging pathogen epidemic
    Kwok, K. O.
    Read, J.
    Tang, A.
    Cowling, B. J.
    Riley, S.
    [J]. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2020, 101 : 269 - 269
  • [32] Location-specific modulations of plantar cutaneous reflexes in human (peroneus longus muscle) are dependent on co-activation of ankle muscles
    Nakajima, Tsuyoshi
    Sakamoto, Masanori
    Tazoe, Toshiki
    Endoh, Takashi
    Komiyama, Tomoyoshi
    [J]. EXPERIMENTAL BRAIN RESEARCH, 2009, 195 (03) : 403 - 412
  • [33] The relationship between location-specific epicardial adipose tissue volume and coronary atherosclerotic plaque burden in type 2 diabetic patients
    Uygur, Begum
    Celik, Omer
    Ozturk, Derya
    Erturk, Mehmet
    Otcu, Hafize
    Ustabasioglu, Fethi Emre
    Yildirim, Aydin
    [J]. KARDIOLOGIA POLSKA, 2017, 75 (03) : 204 - 212
  • [34] Location-specific modulations of plantar cutaneous reflexes in human (peroneus longus muscle) are dependent on co-activation of ankle muscles
    Tsuyoshi Nakajima
    Masanori Sakamoto
    Toshiki Tazoe
    Takashi Endoh
    Tomoyoshi Komiyama
    [J]. Experimental Brain Research, 2009, 195 : 403 - 412
  • [35] How demography-driven evolving networks impact epidemic transmission between communities
    Pan, Wei
    Sun, Gui-Quan
    Jin, Zhen
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2015, 382 : 309 - 319
  • [36] On the global trends and spread of the COVID-19 outbreak: preliminary assessment of the potential relation between location-specific temperature and UV index
    Gunthe, Sachin S.
    Swain, Basudev
    Patra, Satya S.
    Amte, Aneesh
    [J]. JOURNAL OF PUBLIC HEALTH-HEIDELBERG, 2022, 30 (01): : 219 - 228
  • [37] On the global trends and spread of the COVID-19 outbreak: preliminary assessment of the potential relation between location-specific temperature and UV index
    Sachin S. Gunthe
    Basudev Swain
    Satya S. Patra
    Aneesh Amte
    [J]. Journal of Public Health, 2022, 30 : 219 - 228
  • [38] A visit generation process for human mobility random graphs with location-specific latent-variables: From land use to travel demand
    Vanni, Fabio
    [J]. CHAOS SOLITONS & FRACTALS, 2024, 185
  • [39] Scale- and location-specific relationships between soil available micronutrients and environmental factors in the Fen River basin on the Chinese Loess Plateau
    Zhu, Hongfen
    Hu, Wei
    Bi, Rutian
    Peak, Derek
    Si, Bingcheng
    [J]. CATENA, 2016, 147 : 764 - 772
  • [40] DIFFERENCES IN HUMAN C-BAND PATTERN BETWEEN 2 EUROPEAN POPULATIONS
    BERGER, R
    BERNHEIM, A
    KRISTOFFERSSON, U
    MINEUR, A
    MITELMAN, F
    [J]. HEREDITAS, 1983, 99 (01) : 147 - 149