Centre for Research in Healthcare Engineering, Department of Mechanical and Industrial Engineering at the University of Toronto, and the Faculty of Medicine, Toronto, M5B 1W8 ON, Canada.
Can J Anaesth. 2010 Nov;57(11):973-9. doi: 10.1007/s12630-010-9371-8. Epub 2010 Aug 20.
Operating room (OR) efficiency could be improved by reducing overutilization. In this article we suggest a methodology to accurately determine the time to complete a series of surgical cases in a single cardiac OR to avoid overutilization. Our methodology includes the basic assumptions that the first case starts on time, there are no add-on cases, and there is a predetermined OR time allocation.
We studied 6,090 cases performed by the department of cardiovascular surgery service at St. Michael's Hospital. Lognormal distributions were fitted to surgical times and turnover times. The distribution of the duration of the schedule was estimated using the Fenton-Wilkinson approximation. A simple model utilizing these distributions was then applied to three months of data to determine if overutilization could be predicted using the model.
The mean difference between the actual schedule duration and the average duration was 0.19 hr (11.64 min). The difference with the second tertile cut-off point was 0.59 hr (35.40 min). Schedules that overran were correctly predicted by the average duration in 86.49% of the cases (with 12 false predictions), and they were correctly predicted by the second tertile cut-off point in 94.59% of the cases (with 26 false predictions).
These results suggest that the sum of the average duration of surgeries and turnover times is indeed a good estimator of the duration of the series of surgical cases. Neither the estimated averages nor the second tertile cut-off points were useful to predict overrun when used alone. The use of the estimated average duration of the schedule, validated by use of the second tertile cut-off point, could reduce overtime when allocating surgeries in a single cardiac OR.
通过减少过度利用,可以提高手术室(OR)效率。在本文中,我们建议了一种方法来准确确定在单个心脏 OR 中完成一系列手术的时间,以避免过度利用。我们的方法假设第一个病例按时开始,没有附加病例,并且有预定的 OR 时间分配。
我们研究了圣迈克尔医院心血管外科服务部门进行的 6090 例病例。对数正态分布拟合手术时间和周转时间。使用 Fenton-Wilkinson 逼近法估计计划持续时间的分布。然后,使用这些分布的简单模型,应用于三个月的数据,以确定是否可以使用该模型预测过度利用。
实际计划持续时间与平均持续时间之间的平均差异为 0.19 小时(11.64 分钟)。与第二 tertile 截止点的差异为 0.59 小时(35.40 分钟)。超过计划的时间表通过平均持续时间在 86.49%的情况下(有 12 个错误预测)正确预测,通过第二 tertile 截止点在 94.59%的情况下(有 26 个错误预测)正确预测。
这些结果表明,手术和周转时间的平均总和确实是手术系列持续时间的良好估计。单独使用时,估计平均值和第二 tertile 截止点都不能很好地预测超时。使用经过第二 tertile 截止点验证的计划平均持续时间的估计值,可以在单个心脏 OR 中分配手术时减少加班时间。