They show that labour market institutions and policies, e.g. the strength of collective bargaining, the share of public employment and the strictness of employment protection, can partly account for the large country differences in the estimated returns to skills. The skills premium is also positively correlated with a country’s GDP growth rate. A recent study by Hampf et al. ( They apply several different methods used in the literature to correct for causality bias.