Development and clinical application of an Intelligent Operating Room Scheduling System - Report - MDSpire

Creation and Clinical Implementation of an Advanced Operating Room Scheduling System

  • By

  • Hong Liang

  • Fengping Zhang

  • Liwei Huang

  • Jie Zhao

  • Sijia Wu

  • Ruiping Na

  • Jianxia Ma

  • Lihong Hu

  • Yan Sun

  • July 21, 2026

Share

Clinical Report: Creation and Clinical Implementation of an Advanced Operating Room Scheduling System

Overview

The Intelligent Operating Room Scheduling System (IORSS) significantly reduced scheduling time and improved subspecialty matching accuracy and satisfaction with performance fairness.

Background

Operating room efficiency is crucial for hospital performance and patient experience, contributing significantly to hospital revenue. Traditional manual scheduling methods are often inefficient, leading to overbooking and mismatched nurse assignments. The development of advanced scheduling systems like IORSS aims to address these challenges and improve overall operational efficiency.

Data Highlights

OutcomeControl Group (h)Experimental Group (h)P-value
Scheduling Time7.0 ± 1.22.0 ± 0.5< 0.01
Subspecialty Matching Accuracy (%)78.694.3< 0.01
Satisfaction with Performance Fairness (%)61.588.3< 0.05

Key Findings

  • The IORSS reduced scheduling time from 7.0 hours to 2.0 hours.
  • Subspecialty matching accuracy improved from 78.6% to 94.3%.
  • Satisfaction with performance fairness increased from 61.5% to 88.3%.
  • The system was developed using agile methods and integrated with the hospital information system.
  • Challenges of traditional scheduling included overbooking and lack of transparency in nurse assignments.

Clinical Implications

The implementation of the IORSS can lead to more efficient operating room management, potentially improving surgical throughput and patient access to care. Enhanced matching of nursing subspecialties to surgical demands may also improve job satisfaction among nursing staff.

Conclusion

The IORSS demonstrates significant improvements in scheduling efficiency and resource utilization in operating rooms.

Related Resources & Content

  1. Frontiers in Digital Health, 2026 -- Construction and prototype effect evaluation of a multi-agent collaborative system for operating room nursing
  2. Springer, 2022 -- Optimizing Robotic Fleet Size and Composition to Balance Cost and Performance in Operating Room Mobile Service Robots
  3. Ophthalmology Management, 2024 -- Best Practices: Streamlining Surgery Scheduling
  4. NHS England, 2024 -- Theatres, surgery and perioperative care
  5. AORN, 2025 -- Order 2025 Guidelines for Perioperative Practice
  6. The New Gastroenterologist — Innovative Scheduling System Enhances Endoscopy Procedure Efficiency
  7. What affects operating room turnover time? A systematic review and mapping of the evidence
  8. NHS England » Theatres, surgery and perioperative care
  9. AORN | Order 2025 Guidelines for Perioperative Practice
  10. Block room implementation for regional anesthesia: a quality improvement and predictive modeling study on operating room efficiency in a tertiary orthopedic center - ScienceDirect
  11. Machine learning surgery duration predictions compared to traditional methods: A systematic review - ScienceDirect
  12. 2024 Guideline for Perioperative Cardiovascular Management for Noncardiac Surgery - Professional Heart Daily | American Heart Association
  13. Evidence Review for the American College of Surgeons Quality Verification Part III: Standardization, Protocols, and Achieving Better Outcomes for Patient Care - PubMed

Original Source(s)

Related Content