An intuitive formulation for the reproductive number for the spread of diseases in heterogeneous populations

被引:104
作者
Hyman, JM
Li, J [1 ]
机构
[1] Univ Alabama, Dept Math Sci, Huntsville, AL 35899 USA
[2] Los Alamos Natl Lab, Ctr Nonlinear Studies, Div Theoret, Los Alamos, NM 87545 USA
关键词
epidemiology; mathematical model; threshold conductors; reproductive number; transmission dynamics; endemic equilibrium; dynamical systems; stability;
D O I
10.1016/S0025-5564(00)00025-0
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The thresholds for mathematical epidemiology models specify the critical conditions for an epidemic to grow or die out. The reproductive number can provide significant insight into the transmission dynamics of a disease and can guide strategies to control its spread. We define the mean number of contacts, the mean duration of infection, and the mean transmission probability appropriately for certain epidemiological models, and construct a simplified formulation of the reproductive number as the product of these quantities, When the spread of the epidemic depends strongly upon the heterogeneity of the populations, the epidemiological models must account for this heterogeneity, and the expressions for the reproductive number become correspondingly more complex. We formulate several models with different heterogeneous structures and demonstrate how to define the mean quantities for an explicit expression for the reproductive number. In complex heterogeneous models, it seems necessary to define the reproductive number for each structured subgroup or cohort and then use the average of these reproductive numbers weighted by their heterogeneity to estimate the reproductive number for the total population. (C) 2000 Elsevier Science Inc. All rights reserved.
引用
收藏
页码:65 / 86
页数:22
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