Network analysis interested in social influence examine the social fou
ndations for influence-the social relations that provide a basis for t
he alteration of an attitude or behavior by one network actor in respo
nse to another This article contrasts two empirical accounts of social
influence (structural cohesion and equivalence) and describes the soc
ial processes (e.g., identification, competition, and authority) presu
med to undergird them. It then reviews mathematical models of influenc
e processes involving networks and related statistical models used in
data analysis. Particular attention is given to the ''network effects'
' model. A number of empirical studies of social influence are reviewe
d The article concludes by identifying several problems of specificati
on, research design, and measurement and suggesting some research that
would help to resolve these problems.