The synthetic control method (SCM) is a popular approach for estimating the impact of a treatment on a single unit in panel data settings. The "synthetic control" is a weighted average of control units that balances the treated unit's pre-treatment outcomes and other covariates as closely as...

We develop a nonparametric instrumental variable approach for the estimation of average treatment effects on hazard rates and conditional survival probabilities, without model structure. We derive constructive identification proofs for average treatment effects under noncompliance and dynamic...

The paper analyses the causal effect of capital subsidies on firms' efficiency and productivity by exploiting the conditions for a local random experiment created by Law 488/92 (henceforth L488), which has been an important policy instrument for reducing territorial disparities in Italy. The...

This paper contributes to the literature on the effectiveness of R&D incentives by evaluating a unique investment subsidy program implemented in northern Italy. Firms were invited to submit proposals for new projects and only those that scored above a certain threshold received the subsidy. We...

In Belgium school-leavers are entitled to unemployment benefits after a waiting period and eligible to intensified counselling and training in the Youth Work Plan (YWP) if a job is not found within three months. The length of the waiting period and eligibility to the YWP are sharply determined...