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Prioritization strategies for patient evacuations.
Ashley Kay Childers1, Maria E Mayorga, Kevin M Taaffe
1Department of Industrial Engineering, Clemson University, 110 Freeman Hall, Clemson, SC, 29634-0920, USA, childer@clemson.edu.
Healthcare facility evacuations require optimal patient prioritization. This study introduces a dynamic programming model, demonstrating that "greedy" evacuation policies are not always best, offering new insights for emergency planning.
Area of Science:
- Healthcare Management
- Operations Research
- Emergency Preparedness
Background:
- Evacuating healthcare facilities is a last resort, typically assuming all patients are moved.
- Existing literature reveals no consensus on prioritizing critical versus non-critical care patients during evacuations.
- Current evacuation policies are often
- greedy,
- prioritizing one patient group entirely before considering another.
Purpose of the Study:
- To present a dynamic programming model for optimizing emergency patient evacuations.
- To challenge the optimality of
- greedy,
- all-or-nothing
- evacuation policies.
- To provide insights into optimal prioritization strategies for unit- or floor-level evacuations.
Main Methods:
- Literature review of existing evacuation prioritization strategies.
- Development of a dynamic programming model for patient evacuation.
- Analysis of the model's output to compare with traditional
- greedy
- policies.
Main Results:
- Demonstration that
- greedy,
- all-or-nothing
- evacuation policies are not consistently optimal.
- Identification of potential inefficiencies in current standard evacuation planning.
- Insights into dynamic, optimized patient prioritization for emergency evacuations.
Conclusions:
- A dynamic programming approach offers a more optimal strategy for healthcare facility evacuations than traditional
- greedy
- methods.
- Rethinking patient prioritization can improve the efficiency and effectiveness of emergency evacuations.
- The proposed model provides a framework for developing better evacuation plans at the unit or floor level.
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