Before revision:  Our risk measures family is coherent and catches variability with respect to the decision-maker attitude towards risk .
After revision:  Our risk measures family is coherent and catches variability , an important concept for risk management. The analysis is made under the Choquet integral representations framework. We expose results for analytic computation under well-known distribution functions. Furthermore, we provide a practical application .