Decision Sciences · 2014 · 46 citations · 23 references
ManagementEmergency Medical ServicesEmergency MedicineEmergency ManagementQueuing TheorySchedulingEmergency Care SystemsEmergency Health Services ManagementHealthcare SchedulingStaffing ManagementStaffing RequirementsWorkforce SchedulingDemand-based Staffing ModelsPatient Acuity-based StaffingPatient DemandQueueing-based Staffing ModelsScheduling Under Staffing ConstraintsSkill ProfilesStaffing OptimizationStaffing Scheduling
ABSTRACT In the face of high staffing costs, uncertain patient arrivals, and patients unsatisfied with long wait times, staffing of medical emergency departments (EDs) is a vexing problem. Using empirical data collected from three active EDs, we develop an analytic model to provide an effective staffing plan for EDs. Patient demand is aggregated into discrete time buckets and used to model the stochastic distribution of patient demand within these buckets, which considerably improves model tractability. This model is capable of scheduling providers with different skill profiles who work either individually or in teams, and with patients of varying acuity levels. We show how our model helps to balance staffing costs and patient service levels, and how it facilitates examination of important ED staffing policies.
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Chance-Constrained Programming
A. Charnes, W. W. Cooper · Management Science · 1959 · 2.7K citations
Nurse rostering problems––a bibliographic survey
Brenda Cheang, Heng Li, Andrew Lim et al. · European Journal of Operational Research · 2003 · 491 citations · Full text
Health Professions, Nursing Administration, Patient Safety +4