Estimating the reproduction number from the initial phase of the Spanish flu pandemic waves in Geneva, Switzerland

被引:18
作者
Chowell, Gerardo
Ammon, Catherine E.
Hengartner, Nicolas W.
Hyman, James M.
机构
[1] Los Alamos Natl Lab, Ctr Nonlinear Sci, Los Alamos, NM 87545 USA
[2] CMU, Fac Med, Inst Social & Prevent Med, CH-1211 Geneva 4, Switzerland
[3] Los Alamaos Natl Lab, Discrete Simulat Sci, Los Alamos, NM 87545 USA
关键词
Spanish flu; 1918 influenza pandemic; reproduction number; bootstrapping; nonlinear curve fitting; uncertainty quantification; Geneva; Switzerland;
D O I
10.3934/mbe.2007.4.457
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
At the outset of an influenza pandemic, early estimates of the number of secondary cases generated by a primary influenza case (reproduction number, R) and its associated uncertainty can help determine the intensity of interventions necessary for control. Using a compartmental model and hospital notification data of the first two waves of the Spanish flu pandemic in Geneva, Switzerland in 1918, we estimate the reproduction number from the early phase of the pandemic waves. For the spring and fall pandemic waves, we estimate reproduction numbers of 1.57 (95% Cl: 1.45, 1.70) and 3.10 (2.81, 3.39), respectively, from the initial epidemic phase comprising the first 10 epidemic days of the corresponding wave. Estimates of the variance of our point estimates of R were computed via a parametric bootstrap. We compare these estimates with others obtained using different observation windows to provide insight into how early into an epidemic the reproduction number can be estimated.
引用
收藏
页码:457 / 470
页数:14
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