Through better patient care and better management of staff time schedules, health facilities want to reduce their costs while improving patient care. This kind of problem belongs to the Resource Constrained Project Scheduling Problem (RCPSP) family that is NP-Hard. In this paper we propose an efficient 0-1 linear programming model. We also present concrete scenarios and the corresponding results obtained by the CPLEX solver.