See also Brandolini, Rosolia and Torrini (2011), who analyse the distribution of labour earnings in the EU-SILC data. Returns to proficiency and formal education. Such differences in the profile of returns are likely to be due to the fact that PIAAC measures general skills, which at the top end of the wage distribution are relatively less important than the specialised knowledge acquired through formal education at tertiary level.