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

Gerardo Chowell; Catherine E. Ammon; Nicolas W. Hengartner; James M. Hyman; Gerardo Chowell; Catherine E. Ammon; Nicolas W. Hengartner; James M. Hyman

doi:10.3934/mbe.2007.4.457

Mathematical Biosciences and Engineering

2007, Volume 4, Issue 3: 457-470. doi: 10.3934/mbe.2007.4.457

Previous Article Next Article

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

1.
Center for Nonlinear Studies (MS B284), Los Alamos National Laboratory, Los Alamos, NM 87545
2.
Institute of Social and Preventive Medicine, Faculty of Medicine, CMU, PoBox 1211, Geneva 4
3.
Discrete Simulation Sciences (CCS-5), Los Alamos National Laboratory, Los Alamos, NM 87545

Received: 01 November 2006 Accepted: 29 June 2018 Published: 01 May 2007
MSC : 92D30.

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 $1.57$ ($95\%$ CI: $1.45$, $1.70$) 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.
- spanish flu; 1918 influenza pandemic; reproduction number; boot- strapping; nonlinear curve fitting; uncertainty quantification; Geneva; Switzerland.
Citation: Gerardo Chowell, Catherine E. Ammon, Nicolas W. Hengartner, James M. Hyman. Estimating the reproduction number from the initial phase of the Spanish flu pandemic waves in Geneva, Switzerland[J]. Mathematical Biosciences and Engineering, 2007, 4(3): 457-470. doi: 10.3934/mbe.2007.4.457

Related Papers:
Abstract

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 $1.57$ ($95\%$ CI: $1.45$, $1.70$) 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.
Reader Comments

Your name:*

Email:*
© 2007 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)