This paper studies the way that word-of-mouth communication aggregates
the information of individual agents. We find that the structure of t
he communication process determines whether all agents end up making i
dentical choices, with less communication making this conformity more
likely. Despite the players' naive decision rules and the stochastic d
ecision environment, word-of-mouth communication may lead all players
to adopt the action that is on average superior. These socially effici
ent outcomes tend to occur when each agent samples only a few others.