Modelling Interacting Epidemics in Overlapping Populations

被引:0
|
作者
Nika, Marily [1 ]
Fiems, Dieter [2 ]
De Turck, Koen [2 ]
Knottenbelt, William J. [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London SW7 2AZ, England
[2] Univ Ghent, Dept TELIN, B-9000 Ghent, Belgium
关键词
Epidemics; Social Networks; Syndemic; Counter-syndemic; INFORMATION DISSEMINATION; DIFFUSION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Epidemic modelling is fundamental to our understanding of biological, social and technological spreading phenomena. As conceptual frameworks for epidemiology advance, it is important they are able to elucidate empirically-observed dynamic feedback phenomena involving interactions amongst pathogenic agents in the form of syndemic and counter-syndemic effects. In this paper we model the dynamics of two types of epidemics with syndemic and counter-syndemic interaction effects in multiple possibly-overlapping populations. We derive a Markov model whose fluid limit reduces to a set of coupled SIR-type ODEs. Its numerical solution reveals some interesting multimodal behaviours, as shown in our case studies.
引用
收藏
页码:33 / 45
页数:13
相关论文
共 50 条
  • [1] Correlations between stochastic epidemics in two interacting populations
    Meakin, Sophie R.
    Keeling, Matt J.
    EPIDEMICS, 2019, 26 : 58 - 67
  • [2] Modelling the movement of interacting cell populations
    Painter, KJ
    Sherratt, JA
    JOURNAL OF THEORETICAL BIOLOGY, 2003, 225 (03) : 327 - 339
  • [3] Obesity and HIV - the overlapping epidemics
    Kowalska, J. D.
    Horban, A.
    HIV MEDICINE, 2019, 20 : 120 - 120
  • [4] Interacting epidemics on overlay networks
    Funk, Sebastian
    Jansen, Vincent A. A.
    PHYSICAL REVIEW E, 2010, 81 (03)
  • [5] Modelling the depletion and conservation of resources: Effects of two interacting populations
    Dubey, B
    ECOLOGICAL MODELLING, 1997, 101 (01) : 123 - 136
  • [6] Modelling the movement of interacting cell populations: A moment dynamics approach
    Johnston, Stuart T.
    Simpson, Matthew J.
    Baker, Ruth E.
    JOURNAL OF THEORETICAL BIOLOGY, 2015, 370 : 81 - 92
  • [7] A resource-based approach to modelling the dynamics of interacting populations
    Sakanoue, Seiichi
    ECOLOGICAL MODELLING, 2009, 220 (11) : 1383 - 1394
  • [8] Impacts of clustering on interacting epidemics
    Wang, Bing
    Cao, Lang
    Suzuki, Hideyuki
    Aihara, Kazuyuki
    JOURNAL OF THEORETICAL BIOLOGY, 2012, 304 : 121 - 130
  • [9] Modelling epidemics on networks
    House, Thomas
    CONTEMPORARY PHYSICS, 2012, 53 (03) : 213 - 225
  • [10] An interacting particle system modelling aggregation behavior:: from individuals to populations
    Morale, D
    Capasso, V
    Oelschläger, K
    JOURNAL OF MATHEMATICAL BIOLOGY, 2005, 50 (01) : 49 - 66