Starting in January 2003, Germany implemented the first two so-called Hartz reforms, followed by the third and fourth packages of Hartz reforms in January 2004 and January 2005, respectively. The aim of these reforms was to accelerate labor market flows and reduce unemployment duration. Without...

Based on new, exceptionally informative and large German linked employer-employee administrative data, we investigate the question whether the omission of important control variables in matching estimation leads to biased impact estimates of typical active labour market programs for the...

This paper evaluates a job search assistance program for unemployment insurance recipients. The assignment to the program is dynamic. We provide a discussion on dynamic treatment effects and identification conditions. In the empirical analyses we use administrative data from a unique...

We assess the effectiveness of Job Corps (JC), the largest job training program targeting disadvantaged youth in the United States, by constructing nonparametric bounds for the average and quantile treatment effects of the program on wages. Our preferred estimates point toward convincing...

Using rich longitudinal register data from Denmark, we show that the allocation of mothers between the competitive private sector and the family-friendly public sector significantly changes around the birth of their first child. Specifically, mothers – post first childbirth – are...

In this paper we estimate by matching techniques the effects of a French retraining program on the reemployment rate of displaced workers. This program, called "Conventions de conversion", was intended to improve reemployment prospects of displaced workers by proposing them retraining and job...

The public sector hires disproportionately more educated workers. Using US microdata, we show that the education bias also holds within industries and in two thirds of 3-digit occupations. To rationalize this finding, we propose a model of private and public employment based on two features....

Choosing among a number of available treatments the most suitable for a given subject is an issue of everyday concern. A physician has to choose an appropriate drug treatment or medical treatment for a given patient, based on a number of observed covariates X and prior experience. A case worker...

We assess the labor supply effects of two quot;making work payquot; reforms in Germany. We provide evidence in favor of policies that distinguish between low effort and low productivity by targeting individuals with low wages rather than individuals with low earnings. In assessing the policies...

We study how job search assistance (JSA) affects employment in a randomized pilot study with long run administrative data. JSA increases employment in the first year after assignment. In the second year, when most job seekers have left JSA, the employment gains evaporate, and even turn into...