TY - JOUR
T1 - An epidemic with individual infectivities and susceptibilities
AU - Daley, D. J.
AU - Gani, J.
AU - Yakowitz, S.
PY - 2000/7
Y1 - 2000/7
N2 - This paper derives approximations and bounds for the mean duration time of a simple epidemic in a population of individuals i = 1,..., N, each of whom has a specific susceptibility α(i) to infection, and a specific infectivity β(i) once infected, starting from an initial infective with infectivity β(o). Some algebraic results are obtained for the mean duration E(T) of this epidemic. An inequality is proved and a conjecture formulated for E(T) compared with the mean duration of an epidemic with homogeneous susceptibility and infectivity rates equal to the averages of the α(i) and β(i), respectively. Bounds for E(T) are found and illustrated in four different cases of {α(i)} and {β(i)}, for which simulations are provided. It is concluded that variable susceptibility is of greater effect than variable infectivity in changing the mean and variability of the duration T relative to its characteristics under homogeneous assumptions. (C) 2000 Elsevier Science Ltd.
AB - This paper derives approximations and bounds for the mean duration time of a simple epidemic in a population of individuals i = 1,..., N, each of whom has a specific susceptibility α(i) to infection, and a specific infectivity β(i) once infected, starting from an initial infective with infectivity β(o). Some algebraic results are obtained for the mean duration E(T) of this epidemic. An inequality is proved and a conjecture formulated for E(T) compared with the mean duration of an epidemic with homogeneous susceptibility and infectivity rates equal to the averages of the α(i) and β(i), respectively. Bounds for E(T) are found and illustrated in four different cases of {α(i)} and {β(i)}, for which simulations are provided. It is concluded that variable susceptibility is of greater effect than variable infectivity in changing the mean and variability of the duration T relative to its characteristics under homogeneous assumptions. (C) 2000 Elsevier Science Ltd.
KW - Approximations
KW - Epidemic
KW - Heterogeneous infectivity
KW - Heterogeneous susceptibility
UR - http://www.scopus.com/inward/record.url?scp=0034234044&partnerID=8YFLogxK
U2 - 10.1016/S0895-7177(00)00126-6
DO - 10.1016/S0895-7177(00)00126-6
M3 - Article
SN - 0895-7177
VL - 32
SP - 155
EP - 167
JO - Mathematical and Computer Modelling
JF - Mathematical and Computer Modelling
IS - 1-2
ER -