Women on higher incomes see an income boost from reading skills. Shutterstock September 13, 2017 How skills and personality traits contribute to the gender pay gap Anita Staneva, University of Sydney Data shows that the gender wage gap can be partially explained by how different skills and psychological traits are treated in the labour market.