J. Math. Biol. (1992) 30:473-491
Journal of
Mathematical
61olo9y
© Springer-Vedag 1992
Small amplitude, long period outbreaks
in seasonally driven epidemics
Ira B. Schwartz
US Naval Research Laboratory, Code 97003, Washington, DC 20375, USA
Received March 3, 1991; received in revised form May 28, 1991
Abstract. It is now documented that childhood diseases such as measles,
mumps, and chickenpox exhibit a wide range of recurrent behavior (periodic as
well as chaotic) in large population centers in the first world. Mathematical
models used in the past (such as the SEIR model with seasonal forcing)
have been able to predict the onset of both periodic and chaotic sustained epi-
demics using parameters of childhood diseases. Although these models possess
stable solutions which appear to have the correct frequency content, the corre-
sponding outbreaks require extremely large populations to support the epi-
demic. This paper shows that by relaxing the assumption of uniformity in the
supply of susceptibles, simple models predict stable long period oscillatory
epidemics having small amplitude. Both coupled and single population models
are considered.
Key words: Chaos - Nonlinear coupled oscillators - Epidemiology - Dynamics
1 Introduction
It is now well documented that childhood diseases which incur permanent
immunity oscillate periodically, as well as exhibit chaotic behavior (Hethcote
1983; London and Yorke 1973; Yorke and London 1973; Schaeffer 1985;
Yorke et al. 1979). Examples of such diseases are chickenpox, measles, and
mumps. Another example of a disease which exhibits strong oscillations but
does not fit exactly into the framework of the other childhood diseases is
rubella, which exhibits outbreaks with periods as long as seven years. One
common feature each of the abovementioned diseases has is that they have a
maximum peak in their respective power spectrum of 1 year, which is reflected
in the fact that peak-to-peak outbreaks have local maxima separated by one
year. This annual behavior in childhood disease has been linked to the opening
and closing of schools in the various cities (London and Yorke 1973; Fine and
Clarkson 1980).
Given that the childhood diseases all have an annual seasonal component,
spectral analysis reveals that their outbreaks can exhibit a widely varying range
of longer interepidemic periods. In measles, periods on the order of 2-3 years
have been observed. Mumps exhibits periods from 3-4 years, while rubella has