First, this widely used method remains a robustness check if the unconditional quantile is likely to remain quite close to the quantile conditional on the variable of interest. Second, it provides insights about the comparison of the dispersion of earnings within different groups, which helps to understand the mechanisms at work. Further details on how to interpret conditional and unconditional quantile regressions are provided in Box 1.