These proceedings correspond to the international seminar “Measuring Peace. Initiatives, Limitations and Proposals” organized by the International Catalan Institute for Peace, which took place in Barcelona on the 4th and the 5th of March 2010. The Human Development Index is the most visible attempt over the last years to improve the statistical tools so that they offer results which are closer to social realities. In the field of Peace the attempts to create new measuring mechanisms have not been able to move beyond the negative conception of peace, which means that it has just been considered as an absence of violent conflicts. In this context, the international seminar organized by the ICIP was an attempt to compile recent contributions of different investigation centres which have focused in conceptualizing positive peace and new ways to measure it.