Recent theoretical work suggests that network externalities are a determina
nt of network adoption. However, few empirical studies have reported the im
pact of network externalities on the adoption of networks. As a result, lit
tle is known about the extent to which network externalities may influence
network adoption and diffusion. Using electronic banking as a context: and
an econometric technique called hazard modeling, this research examines emp
irically the impact of network externalities and other influences that comb
ine to determine network membership. The results support the network extern
alities hypothesis. We find that banks in markets that can generate a large
r effective network size and a higher level of externalities tend to adopt
early, while the size of a bank's own branch network (a proxy for the oppor
tunity cost of adoption) decreases the probability of early adoption.