  Given a random variable $X$ and considered a family of its possible
distortions, we define two new measures of distance between $X$ and each its
distortion. For these distance measures, which are extensions of the Gini's
mean difference, conditions are determined for the existence of a minimum, or a
maximum, within specific families of distortions, generalizing some results
presented in the recent literature.
