Emergency departments II: a simulation-ilp based tool for scheduling ER staff

Healthcare facilities, especially hospitals, are under financial pressure to control cost. One element that affects cost significantly is staff. We have developed a tool that integrates a simulation model and an integer linear program (ILP). The simulation model establishes the staffing requirements for each period, and the ILP produces an optimal calendar schedule for the staff, i. e. how many staff members to start at each shift. The two models were fully integrated, under a Visual Basic interface that allowed a non expert user of the heuristic to interact with it on a repetitive planning basis.

[1]  Frank McGuire Using simulation to reduce length of stay in emergency departments , 1994, Proceedings of Winter Simulation Conference.

[2]  Robert W. Klein,et al.  Using discrete event simulation to evaluate housestaff work schedules , 1990, 1990 Winter Simulation Conference Proceedings.

[3]  Walton M. Hancock,et al.  Productivity and Staffing of Hospital Units with Uncertainty in the Demand for Service , 1988 .

[4]  Andrew J. Mason,et al.  Integrated Simulation, Heuristic and Optimisation Approaches to Staff Scheduling , 1998, Oper. Res..

[5]  M W Isken,et al.  Tactical staff scheduling analysis for hospital ancillary units. , 1998, Journal of the Society for Health Systems.

[6]  Zulfiqar Ali Khan A note on a network model for nursing staff scheduling problems , 1991 .

[7]  Daisy Correa,et al.  A study of response surface in simulation of emergency room systems , 1999 .

[8]  James M. Tien,et al.  On Manpower Scheduling Algorithms , 1982 .

[9]  Kenneth R. Baker,et al.  Workforce Allocation in Cyclical Scheduling Problems: A Survey , 1976 .

[10]  Hancock Wm,et al.  Tactical staff scheduling analysis for hospital ancillary units. , 1998 .

[11]  Gerald W. Evans,et al.  A simulation model for evaluating personnel schedules in a hospital emergency department , 1996, Winter Simulation Conference.

[12]  Martha A. Centeno,et al.  Reducing time in an emergency room via a fast-track , 1995, WSC '95.

[13]  S. Mahesh,et al.  A simulation and analysis of bank teller manning , 1995, Winter Simulation Conference Proceedings, 1995..

[14]  M. Pitt A Generalised Simulation System To Support Strategic Resource Planning In Healthcare , 1997, Winter Simulation Conference Proceedings,.

[15]  G.W. Evans,et al.  A simulation model for evaluating personnel schedules in a hospital emergency department , 1996, Proceedings Winter Simulation Conference.