Author(s):	Antoni Calvó-Armengol, Eleonora Patacchini, Yves Zenou
Publication Date:	September 2005
Keyword(s):	centrality measure, delinquency, network structure, peer influence, school performance
JEL(s):	A14, I21, K42
Programme Areas:	Labour Economics, Public Economics
Link to this Page:	cepr.org/active/publications/discussion_papers/dp.php?dpno=5244

This paper studies whether structural properties of friendship networks affect individual outcomes in education and crime. We first develop a model that shows that, at the Nash equilibrium, the outcome of each individual embedded in a network is proportional to her Bonacich centrality measure. This measure takes into account both direct and indirect friends of each individual but puts less weight on her distant friends. Using a very detailed dataset of adolescent friendship networks, we show that, after controlling for observable individual characteristics and unobservable network specific factors, the individual's position in a network (as measured by her Bonacich centrality) is a key determinant of her level of activity. A standard deviation increase in the Bonacich centrality increases the level of individual delinquency by 45% of one standard deviation and the pupil school performance by 34% of one standard deviation.