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Related Experiment Video

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Integrated Scheduling and Capacity Planning with Considerations for Patients' Length-of-Stays.

Van-Anh Truong1, Xinshang Wang1, Nan Liu2

  • 1Department of Industrial Engineering and Operations Research, Columbia University, New York, NY, USA.

Production and Operations Management
|August 11, 2020
PubMed
Summary

This study introduces a dynamic hospital scheduling model integrating multiple locations. Integrated decisions significantly reduce costs compared to isolated planning, showing substantial value in holistic hospital capacity management.

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Area of Science:

  • Operations Research
  • Healthcare Management
  • Health Systems Engineering

Background:

  • Current hospital scheduling and capacity planning often isolate different units, leading to suboptimal resource allocation.
  • Existing models lack integration of multi-unit capacity usage and patient flow dynamics.

Purpose of the Study:

  • To introduce the first dynamic multi-day scheduling model integrating capacity usage across multiple hospital locations.
  • To analyze the impact of patient length-of-stay and downstream census on scheduling decisions.
  • To demonstrate the economic benefits of integrated versus localized hospital scheduling.

Main Methods:

  • Developed a dynamic multi-day scheduling model incorporating multi-location capacity usage.
  • Utilized a variable transformation to analyze the optimal number of patients in the system.
  • Conducted numerical experiments using realistic hospital data.

Main Results:

  • The optimal number of patients is positively related to system state and downstream capacity.
  • Increasing capacity at one location shows diminishing returns independently.
  • Integrated scheduling decisions demonstrated substantial value, reducing expenses significantly.

Conclusions:

  • Integrated scheduling and capacity planning across hospital units is crucial for cost-efficiency.
  • Localized decision-making can lead to substantially higher operational expenses (up to 60%).
  • The proposed dynamic model offers a novel approach to optimizing hospital resource management.