Gabriel Rodney A, Burton Brittany N, Tsai Mitchell H, Ehrenfeld Jesse M, Dutton Richard P, Urman Richard D
Department of Anesthesiology, University of California, San Diego, San Diego, CA, USA.
Department of Biomedical Informatics, University of California, San Diego, San Diego, CA, USA.
J Med Syst. 2017 Sep;41(9):140. doi: 10.1007/s10916-017-0793-5. Epub 2017 Aug 3.
The objective of this study was to characterize workload during all hours of the day in the non-operating room anesthesia (NORA) environment and identify what type of patients and procedures were more likely to occur during after-hours. By investigating data from the National Anesthesia Clinical Outcomes Registry, we characterized the total number of ongoing NORA cases per hour of the day (0 - 23 h). Results were presented as the mean hour and standard error (SE). Multivariable logistic regression was applied to assess the association of various patient, procedural, and facility characteristics with time of day (after-hours = 17:01-06:59 local time versus day-time). Included in this analysis, there were a total of 4,948,634 cases performed on non-holiday weekdays. The mean hour for ongoing cases for gastroenterology, cardiac, radiology and "other" were: 10.8 with standard error (SE) of 0.002, 11.5 (SE of 0.005), 11.2 (SE of 0.005), and 10.8 (SE of 0.002), respectively. Pairwise differences between means for each NORA specialty were all statistically significant (p < 0.0001). During after-hour shifts (4.3% of cases), patients with higher American Society of Anesthesiologists physical status classification scores had increased odds for undergoing a NORA procedure, while procedures that were more physiologically complex had decreased odds. With the increasing demand for NORA services, it is prudent that we fully understand the challenges of providing safe and efficient anesthetic services particularly in locations where fewer resources are available.
本研究的目的是描述非手术室麻醉(NORA)环境下全天各时段的工作量,并确定在非工作时间更可能出现的患者类型和手术类型。通过调查国家麻醉临床结果登记处的数据,我们描述了一天中每小时(0 - 23时)正在进行的NORA病例总数。结果以平均小时数和标准误差(SE)表示。应用多变量逻辑回归来评估各种患者、手术和机构特征与一天中的时间(非工作时间 = 当地时间17:01 - 06:59与白天)之间的关联。本分析纳入了在非节假日工作日进行的总共4,948,634例病例。胃肠病学、心脏科、放射科和“其他”科室正在进行的病例的平均小时数分别为:10.8,标准误差(SE)为0.002;11.5(SE为0.005);11.2(SE为0.005);10.8(SE为0.002)。每个NORA专科的平均小时数之间的两两差异均具有统计学意义(p < 0.0001)。在非工作时间轮班期间(占病例的4.3%),美国麻醉医师协会身体状况分类评分较高的患者接受NORA手术的几率增加,而生理上更复杂的手术几率降低。随着对NORA服务需求的增加,我们谨慎地充分了解提供安全高效麻醉服务的挑战,特别是在资源较少的地方。