Epidemics with containment measures

被引:13
作者
Bianconi, Ginestra [1 ,2 ]
Krapivsky, P. L. [3 ]
机构
[1] Queen Mary Univ London, Sch Math Sci, London E1 4NS, England
[2] Alan Turing Inst, 96 Euston Rd, London NW1 2DB, England
[3] Boston Univ, Dept Phys, Boston, MA 02215 USA
关键词
SIZE; DYNAMICS; SIR;
D O I
10.1103/PhysRevE.102.032305
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We propose a tractable epidemic model that includes containment measures. In the absence of containment measures, the epidemics spread exponentially fast whenever the infectivity rate is positive lambda > 0. The containment measures are modeled by considering a time-dependent modulation of the bare infectivity lambda leading to effective infectivity that decays in time for each infected individual, mimicking, for instance, the combined effect of the asymptomatic onset of the disease, testing policies, and quarantine. We consider a wide range of temporal kernels for effective infectivity, and we investigate the effect of the considered containment measures. We find that not all kernels are able to push the epidemic dynamics below the epidemic threshold with some containment measures only able to reduce the rate of the exponential growth of newly infected individuals. We also propose a pandemic model caused by a growing number of separated foci.
引用
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页数:14
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共 50 条
[1]   Skepticism and rumor spreading: The role of spatial correlations [J].
Amaral, Marco Antonio ;
Dantas, W. G. ;
Arenzon, Jeferson J. .
PHYSICAL REVIEW E, 2020, 101 (06)
[2]  
Anderson R., 1991, Infectious Diseases: Dynamics and Control
[3]  
Andersson Hakan, 2000, STOCHASTIC EPIDEMIC, V151
[4]  
[Anonymous], 2002, Mathematical Biology: I. An introduction
[5]  
[Anonymous], 2010, A Kinetic View of Statistical Physics
[6]  
Bailey N. T. J., 1987, The Mathematical Theory of Infectious Diseases
[7]  
Bailey N.T.J., 1957, The mathematical theory of epidemics
[8]  
Barabasi AL, 2016, NETWORK SCIENCE, P1
[9]   Size of outbreaks near the epidemic threshold [J].
Ben-Naim, E ;
Krapivsky, PL .
PHYSICAL REVIEW E, 2004, 69 (05) :4
[10]   Scaling behavior of threshold epidemics [J].
Ben-Naim, E. ;
Krapivsky, P. L. .
EUROPEAN PHYSICAL JOURNAL B, 2012, 85 (05)