The present paper aims to explore the perception of fairness in conflicting claims problems (O'Neill in Math Soc Sci 2(4):345-371, 1982). To do so, we present a questionnaire given to a large heterogeneous group of people (students, employees, retirees). Distributive justice criteria are studied...