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Published on: January 15, 2017
Productivity-driven physician scheduling in emergency departments
Fanny Camiat1, Marìa I Restrepo1, Jean-Marc Chauny2
1Polytechnique Montréal, CIRRELT, Montreal, Quebec, Canada.
This study introduces a new method for scheduling emergency department (ED) physicians based on productivity, reducing patient wait times and overcrowding while maintaining fairness. Physician preferences were slightly impacted but overall healthcare quality improved.
Area of Science:
- Healthcare Management
- Operations Research
- Emergency Medicine
Background:
- Emergency departments (EDs) face challenges with physician scheduling, patient demand fluctuations, and physician productivity.
- Optimizing schedules is crucial for improving patient flow and reducing wait times.
Purpose of the Study:
- To develop an alternative approach for calculating physician productivity in EDs.
- To create productivity-driven schedules aligning physician availability with patient demand.
- To enhance patient wait times and reduce ED overcrowding without compromising fairness.
Main Methods:
- Analysis of historical ED data (2008-2017) for demand prediction and physician productivity estimation.
- Development of a mathematical programming model for schedule optimization.
- Incorporation of physician preferences and fairness constraints into the model.
Main Results:
- Integrating physician productivity into scheduling reduced demand under-covering by 10.85%.
- Fairness in shift distribution among physicians was maintained.
- Physician preferences experienced a 7.61% deterioration.
Conclusions:
- Incorporating physician productivity into ED scheduling models can significantly reduce overcrowding and improve healthcare service quality.
- The model balances demand, productivity, fairness, and physician preferences, offering a practical approach for ED management.
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