Cp. Farrington et al., Estimation of the basic reproduction number for infectious diseases from age-stratified serological survey data, J ROY STA C, 50, 2001, pp. 251-283
Citations number
49
Categorie Soggetti
Mathematics
Journal title
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
The basic reproduction number of an infection, R-0, is the average number o
f secondary infections generated by a single typical infective individual i
n a totally susceptible population. It is directly related to the effort re
quired to eliminate infection. We consider statistical methods for estimati
ng R-0 from age-stratified serological survey data. The main difficulty is
indeterminacy, since the contacts between individuals of different ages are
not observed. We show that, given an estimate of the average age-specific
hazard of infection, a particular leading left eigenfunction is required to
specify R-0. We review existing methods of estimation in the light of this
indeterminacy. We suggest using data from several infections transmitted v
ia the same route, and we propose that the choice of model be guided by a c
riterion based on similarity of their contact functions. This approach also
allows model uncertainty to be taken into account. It one infection induce
s no lasting immunity, we show that the only additional assumption required
to estimate R-0 is that the contact function is symmetric. When matched da
ta on two or more infections transmitted by the same route are available, t
he methods may be extended to incorporate the effect of individual heteroge
neity. The approach can also be applied in partially vaccinated populations
and to populations comprising loosely linked communities. The methods are
illustrated with data on hepatitis A, mumps, rubella, parvovirus, Haemophil
us influenzae type b and measles infection.