Overall, the estimated wage premia are likely to be higher than those that would have obtained with the full set of controls as additional job and individual characteristics tend to decrease the coefficient of interest in the regression equation. Educational attainment is correlated with unobserved intrinsic abilities that are also determinants of earnings, leading to biased wage premia estimates. The approach adopted here overlooks possible selection bias issues as only employed individuals are included in the sample.