Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation. This work investigates if machine learning algorithms for estimating the propensity score lead to more credible estimation of average treatment effects on the treated using a...

Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation. This work investigates if machine learning algorithms for estimating the propensity score lead to more credible estimation of average treatment effects on the treated using a...

Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation. This work investigates if machine learning algorithms for estimating the propensity score lead to more credible estimation of average treatment effects on the treated using a...

In dieser Stellungnahme äußert sich das IAB zu einem Antrag der Fraktion der Piraten des Landtags von Nordrhein-Westfalen zur Aussetzung der Sanktionen im ALG-II-Bezug (Drucksache 16/4162). Die Fraktion der Piraten fordert eine Aussetzung der Sanktionen im ALG-II-Bezug, weil ihrer Ansicht nach...

This paper studies the impact of unemployment benefits on unemployment duration for East Germany using data from the German Socio-Economic Panel. It concentrates on exit from unemployment into employment. Estimation results of a discrete-time hazard rate model imply that moderate cuts in the...