This thesis is composed of three different chapters focusing on labour market policies, unemployment and the …-in-difference study. The second chapter is dedicated to the effects of the partial revision of the unemployment insurance law, examining … in a synthetic control method the effects of a shorter insurance benefit period on unemployment. The last part focuses on …