This paper estimates the causal effect of long-term unemployment on wages. Job search theory implies that if Unemployment Insurance (UI) extensions do not affect wages conditional on the month of unemployment exit, then reservation wages do not bind on average. Then, UI extensions affect mean...

Job search assistance and intensified counseling have been found to be effective for labor market integration by a large number of studies, but the evidence for older and hard-to-place unemployed individuals more specifically is mixed. In this paper we present key results from the evaluation of...

A major labour market challenge following the Great Recession is to avoid an increase in long-term unemployment and thus the structural unemployment rate. Active labour market policies may play an important role in this respect. We consider these issues with outset in Denmark which is a country...

Hiring subsidies are widely used to create (stable) employment for the long-term unemployed. This paper exploits the abolition of a hiring subsidy targeted at long-term unemployed jobseekers over 45 years of age in Belgium to evaluate its effectiveness in the short and medium run. Based on a...

Statistical models can help public employment services to identify factors associated with long-term unemployment and to identify at-risk groups. Such profiling models will likely become more prominent as increasing availability of big data combined with new machine learning techniques improve...