social contacts. We show that an improvement in the employment status of either an agent's direct or indirect contacts leads … to an increase in the agent's employment probability and expected wages, in the sense of first order stochastic dominance … show that employment is positively correlated across time and agents, and the same is true for wages. Moreover …