This article adopts a methodology that is close to the one proposed by Firpo et al. ( Many studies use the Gini index of the logarithm of earnings because their underlying models consider the logarithm of earnings as the dependent variable. A major drawback of this measure is that the scale independence assumption does not hold, meaning that the value of the measure changes when all earnings are multiplied by a certain scale factor.