Start-up subsidies for the unemployed have become an important part of Active Labor Market Policy (ALMP) in many countries. Previous evaluation results show pre-dominantly (very) positive results indicating that these programs are an effective way to increase employment probabilities and income...

Comprehensive evidence has shown that unemployment can have adverse effects on an individuals' mental and physical health condition. However little is known about the side effects of governmental policies that aim to promote the unemployed's reintegration into the labor market on the health...

A large and highly used number of treatment effects estimators rely on the unconfoundedness assumption ("selection on observables") which is fundamentally non testable. When evaluating the effects of labor market policies, researchers need to observe both variables that affect treatment...