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Patient Mix Optimization in Admission Planning under Multitype Patients and Priority Constraints
Jialing Li1, Li Luo2, Guiju Zhu1
1School of Management, Hunan University of Technology and Business, Changsha 410205, China.
This study developed an integer programming model to optimize hospital patient admissions in respiratory medicine. The model improves patient admissions and revenue by prioritizing patients and managing resource allocation effectively.
Area of Science:
- Healthcare Management
- Operations Research
- Medical Informatics
Background:
- High hospital bed utilization rates in China exceed 100%, straining medical resources.
- A critical need exists to balance high-quality medical resource supply with patient hospitalization demand.
Purpose of the Study:
- To optimize the case mix and develop an admission plan for elective patients in a respiratory medicine department.
- To address stochastic patient length of stay and varying resource consumption for efficient hospital bed management.
Main Methods:
- Formulated a general integer programming model incorporating heterogeneous patients and priority constraints.
- Classified elective patients based on registration information prior to admission.
- Developed a mathematical model to generate scientific and reasonable admission planning for multitype patients.
Main Results:
- Model I, considering patient priority, demonstrated superior performance in admissions and revenue compared to Model II (without priority).
- The proposed model allows for adjustable priority parameters to achieve optimal outcomes across different scenarios.
- Daily admission plans generated by Model I aid patient admission management in large hospitals.
Conclusions:
- The integer programming model provides an effective tool for optimizing elective patient admission planning in respiratory medicine.
- Prioritizing patients within the admission plan significantly enhances hospital operational efficiency and financial outcomes.
- The model offers a flexible framework for adapting admission strategies to diverse hospital goals and dynamic conditions.
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