Al Zoubi Farid, Beaulé Paul E, Fallavollita Pascal
School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada.
Division of Orthopedic Surgery, Ottawa Hospital Research Institute, Ottawa, ON, Canada.
Front Surg. 2024 Jan 4;10:1242287. doi: 10.3389/fsurg.2023.1242287. eCollection 2023.
The aim of this article is to analyze factors influencing delays and overtime during surgery. We utilized descriptive analytics and divided the factors into three levels. In level one, we analyzed each surgical metrics individually and how it may influence the Surgical Success Rate (SSR) of each operating day. In level two, we compared up to three metrics at once, and in level three, we analyzed four metrics to identify more complex patterns in data including correlations. Within each level, factors were categorized as patient, surgical team, and time specific. Retrospective data on 788 high volume arthroplasty procedures was compiled and analyzed from the 4-joint arthroplasty operating room at our institution. Results demonstrated that surgical team performance had the highest impact on SSR whereas patient metrics had the least influence on SSR. Additionally, beginning the surgical day on time has a prominent effect on the SSR. Finally, the experience of the surgeon had almost no impact on the SSR. In conclusion, we gathered a list of insights that can help influence the re-allocation of resources in daily clinical practice to offset inefficiencies in arthroplasty surgeries.
本文旨在分析影响手术延迟和超时的因素。我们采用描述性分析方法,并将这些因素分为三个层次。在第一个层次中,我们单独分析每个手术指标及其可能对每个手术日的手术成功率(SSR)产生的影响。在第二个层次中,我们同时比较多达三个指标,而在第三个层次中,我们分析四个指标以识别数据中更复杂的模式,包括相关性。在每个层次内,因素被分为患者、手术团队和特定时间三类。我们收集并分析了来自我们机构四关节置换手术室的788例高容量关节置换手术的回顾性数据。结果表明,手术团队的表现对SSR的影响最大,而患者指标对SSR的影响最小。此外,按时开始手术日对SSR有显著影响。最后,外科医生的经验对SSR几乎没有影响。总之,我们收集了一系列见解,这些见解有助于在日常临床实践中影响资源的重新分配,以抵消关节置换手术中的低效率。