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Development and clinical application of an Intelligent Operating Room Scheduling System
Hong Liang1, Fengping Zhang1,2, Liwei Huang1,2
1Department of Anesthesia and Perioperative Medicine, General Hospital of Ningxia Medical University, Yinchuan, China.
Frontiers in Medicine
|August 5, 2026
Summary
An Intelligent Operating Room Scheduling System (IORSS) significantly reduces operating room (OR) scheduling time and improves nurse-to-surgical demand matching. This HIS-based system enhances OR resource utilization and satisfaction with performance fairness.
Area of Science:
- Healthcare Management
- Health Informatics
- Surgical Operations
Background:
- Traditional operating room (OR) scheduling faces challenges including excessive time, inaccurate subspecialty matching, and unfair performance compensation.
- Inefficiencies in OR scheduling can lead to suboptimal resource utilization and decreased staff satisfaction.
Purpose of the Study:
- To develop and evaluate an Intelligent Operating Room Scheduling System (IORSS) integrated with a hospital information system (HIS).
- To address and improve upon the inefficiencies of traditional OR scheduling processes.
Main Methods:
- System requirements were gathered through literature review, interviews, and expert panels.
- An HIS-based IORSS was developed using agile methodology, featuring modules for room assignment, nurse subspecialty matching, and attendance management.
- A quasi-experimental study compared manual scheduling (control) with IORSS-assisted scheduling (experimental) to assess clinical effects.
Main Results:
- Operating room scheduling time decreased significantly from 7.0 ± 1.2 hours to 2.0 ± 0.5 hours (P < 0.01).
- Subspecialty matching accuracy improved from 78.6% to 94.3% (P < 0.01).
- Satisfaction with performance distribution fairness increased from 61.5% to 88.3% (P < 0.05).
Conclusions:
- The HIS-based IORSS effectively reduces scheduling time, enhances nurse-to-surgical demand matching, and improves satisfaction with performance fairness.
- The developed system demonstrates significant potential for boosting operating room resource utilization.
- The IORSS is deemed ready for broader clinical adoption to optimize surgical scheduling processes.
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