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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 cut scheduling time and improved nurse matching accuracy. This HIS-based system enhances operating room efficiency and fairness in performance distribution.
Area of Science:
- Healthcare Management
- Health Informatics
- Surgical Operations
Background:
- Traditional operating room scheduling faces challenges like excessive time, inaccurate subspecialty matching, and unfair performance compensation.
- Inefficiencies in current systems lead to suboptimal resource utilization and staff dissatisfaction.
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 mitigate inefficiencies in operating room scheduling, focusing on time, accuracy, and fairness.
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 matching, and attendance management.
- A quasi-experimental study compared manual scheduling (control) with IORSS-assisted scheduling (experimental).
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 and enhances nurse-to-surgical demand matching.
- The system improves satisfaction with performance distribution fairness, indicating a more equitable compensation system.
- IORSS demonstrates significant potential for boosting operating room resource utilization and is suitable for widespread adoption.
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