National Hospital Organization Nagasaki Medical Center, Nagasaki, 856-8562, Japan.
Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, 852-8523, Japan.
Sci Rep. 2024 Oct 24;14(1):25185. doi: 10.1038/s41598-024-75631-7.
Efficient operating room management is essential and requires precise surgery scheduling. We hypothesized that an estimation formula for the preparation time for anesthesia induction and surgery could be developed by incorporating anesthesia and surgical factors, as well as the 'clinical department,' into the formula. This retrospective observational study analyzed 12,528 scheduled surgical cases. A regression analysis that included the clinical department, six anesthesia factors, and five surgical factors was conducted. This analysis aimed to develop both an analytical framework and an equation for estimating the time required for both anesthesia induction and surgical preparation. Our estimation formula wielded high accuracy (R = 0.801). Particularly, there was only a difference of less than 3 min for surgeries under general anesthesia. In addition, modeling preparation time using "medical interventions performed in the operating room" as a factor instead of patient characteristics was found to be beneficial. It was possible to develop a highly accurate formula for estimating preparation time of anesthesia induction and surgery by analyzing the anesthesia factors and the surgical factors and incorporating the clinical department as an estimation factor. However, this study represents the development phase of the estimation formula. A multicenter study is essential to validate its generalizability and robustness across different settings before broader application.
有效的手术室管理至关重要,需要精确的手术安排。我们假设,通过将麻醉和手术因素以及“临床科室”纳入公式,可以开发出一种用于估计麻醉诱导和手术准备时间的计算公式。这项回顾性观察研究分析了 12528 例计划手术病例。进行了包含临床科室、六个麻醉因素和五个手术因素的回归分析,旨在开发一种分析框架和一个用于估计麻醉诱导和手术准备所需时间的方程。我们的估算公式具有很高的准确性(R=0.801)。特别是,全身麻醉下的手术差异不到 3 分钟。此外,发现使用“手术室中进行的医疗干预”作为因素而不是患者特征来建模准备时间是有益的。通过分析麻醉因素和手术因素并将临床科室作为估算因素,可以开发出一种高度准确的麻醉诱导和手术准备时间估算公式。然而,这项研究代表了估算公式的开发阶段。在更广泛地应用之前,需要进行多中心研究来验证其在不同环境下的通用性和稳健性。