A review of empirical studies and the development of a simple theoreti
cal framework are used to explore the relationship between Haemophilus
influenzae type b (Hib) carriage and disease within populations. The
models emphasize the distinction between asymptomatic and symptomatic
infection. Maximum likelihood methods are used to estimate parameter v
alues of the models and to evaluate whether models of infection and di
sease are satisfactory. The low incidence of carriage suggests that pe
rsistence of infection is only compatible with the absence of acquired
immunity to asymptomatic infection. The slight decline in carriage ra
tes amongst adults is compatible with acquired immunity, but could be
a consequence of reduced contacts. The low rate of disease observed in
adulthood cannot be explained if protection from disease is a product
of previous detectable exposure to Hib alone. We estimate an R-0 of 3
.3 for Hib in developed countries, which suggests that current immuniz
ation programmes may eliminate the infection. Analysis of the disease
data set suggests the absence of maternal immunity and increased susce
ptibility to disease in the oldest age classes.