This paper provides micro-econometric evidence on the effectiveness of Active Labor Market Policies (ALMP) in Poland. We sketch the theoretical framework of matching estimators as a substitute for randomization in labor market programs. Using retrospective data from the 18th wave of the Polish...

This paper estimates causal effects of two Polish active labor market policies – Training and Intervention Works – on employment probabilities. Using data from the 18th wave of the Polish Labor Force Survey we discuss three stages of an appropriately designed matching procedure and...

Our paper estimates the average effect of wage subsidies - paid to employers for a limited period of time - on the labour market prospects of needy job-seekers without access to insurance-paid 'unemployment benefit I'. The results show that wage subsidies had large and significant favourable...