We evaluate a randomized experiment of a statistical support system developed to assist caseworkers in Swiss employment offices in choosing appropriate active labour market programmes for their unemployed clients. This statistical support system predicted the labour market outcome for each...

We systematically investigate the effect heterogeneity of job search programmes for unemployed workers. To investigate possibly heterogeneous employment effects, we combine non-experimental causal empirical models with Lasso-type estimators. The empirical analyses are based on rich...

Recent empirical evidence has found that employment services and small-business assistance programmes are often successful at getting the unemployed back to work. One important concern of policy makers is to decide which of these two programmes is more effective and for whom. Using unusually...

This paper aims to study the shortcomings and merits of the first experiment of quasi-market in the provision of employment services: the Lombardy DUL (Dote Unica Lavoro). This system, which has inspired the 2015 national reform within the Jobs Act, has reactivated and revitalized the sector by...

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....

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...