Frequency-dependent transmission 2026-10-14
For frequency-dependent transmission with homogeneous mixing, each member of the susceptible compartment experiences force of infection . Consequently the total flow into the infectious compartment is people per unit time. The constant combines the contact frequency and the chance that a relevant contact causes infection, and has units of inverse time. Holding the infectious compartment's fraction fixed holds each person's force of infection fixed when changes. An unnormalized mass-action infection convention instead writes the total flow as , where has units of inverse person-time; these two coefficients must not be confused.
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 57 3 b Solution Created 2026-10-03 Updated 2026-10-14
With susceptibility independent of size and infectivity proportional to size, define . The farm-size stratified SIR model isAn infectious size- farm has next-generation column . Its sole nonzero eigenvalue gives the basic reproduction numberagain equal to the comparison SIR model.
Since every susceptible farm experiences the same force of infection, all ratios remain fixed. For a representative initial seed, and , uniqueness of the differential equations gives , , for all time. Consequently andFor this representative seed, the heterogeneous and homogeneous epidemics coincide exactly, and both susceptible and infected farm means stay at . This is the overlapping middle-column sketch above, not merely an approximation based on equal reproduction numbers.
With a nonrepresentative seed the susceptible mean remains its initial value, but the infected mean need not. The influx of new infectives has the constant susceptible mean, soThus it is pulled toward while incidence continues. Infectivity variation alone does not selectively remove large susceptible farms. The exact homogeneous reduction depends on the representative initial condition; specifying only and does not determine a trajectory for every possible seed.
Past exam of the mathematics course of the University of Cambridge 2026 iii Paper 207 2 e i Solution Created 2026-09-24 Updated 2026-09-25
The transition must be redefined. A constant gives each susceptible the same external infection pressure even when no infectious person remains. For influenza, the force of infection should depend on the current infectious prevalence. The progression and recovery can retain rates and .