The idea is to match comparable people based on their individual characteristics to create two groups (the treatment group -chronically-ill people- and the control group -non-chronically-ill people), and then compare the labour market outcomes in the two groups. For instance, Cawley (2004) uses this technique in examining differences between siblings or twins. Two main types of matching are generally employed: the exact matching or the propensity score matching (PSM).