This paper (i) estimates the local effects of government stimulus spending on labor market outcomes and (ii) shows how these effects can be obtained from a firm's optimal policy in the presence of costs to hiring workers. We analyze the American Recovery and Reinvestment Act of 2009 (Recovery...