Department of Anesthesiology, VAPIR Division, Vanderbilt University Medical Center, Nashville, TN, USA.
Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
J Med Syst. 2024 Jun 10;48(1):60. doi: 10.1007/s10916-024-02079-7.
Transition to the postanesthesia care unit (PACU) requires timely order placement by anesthesia providers. Computerized ordering enables automated order reminder systems, but their value is not fully understood. We performed a single-center, retrospective cohort study to estimate the association between automated PACU order reminders and primary outcomes (1) on-time order placement and (2) the degree of delay in placement. As a secondary post-hoc analysis, we studied the association between late order placement and PACU outcomes. We included patients with a qualifying postprocedure order from January 1, 2019, to May 31, 2023. We excluded cases transferred directly to the ICU, whose anesthesia provider was involved in the pilot testing of the reminder system, or those with missing covariate data. Order reminder system usage was defined by the primary attending anesthesiologist's receipt of a push notification reminder on the day of surgery. We estimated the association between reminder system usage and timely order placement using a logistic regression. For patients with late orders, we performed a survival analysis of order placement. The significance level was 0.05. Patient (e.g., age, race), procedural (e.g., anesthesia duration), and provider-based (e.g., ordering privileges) variables were used as covariates within the analyses. Reminders were associated with 51% increased odds of order placement prior to PACU admission (Odds Ratio: 1.51; 95% Confidence Interval: 1.43, 1.58; p ≤ 0.001), reducing the incidence of late PACU orders from 17.5% to 12.6% (p ≤ 0.001). In patients with late orders, the reminders were associated with 10% quicker placement (Hazard Ratio: 1.10; 95% CI 1.05, 1.15; p < 0.001). On-time order placement was associated with decreased PACU duration (p < 0.001), decreased odds of peak PACU pain score (p < 0.001), and decreased odds of multiple administration of antiemetics (p = 0.02). An order reminder system was associated with an increase in order placement prior to PACU arrival and a reduction in delay in order placement after arrival.
过渡到麻醉后护理单元(PACU)需要麻醉提供者及时下达医嘱。计算机化医嘱下达可实现自动化医嘱提醒系统,但该系统的价值尚未完全被理解。我们进行了一项单中心回顾性队列研究,以评估自动化 PACU 医嘱提醒与主要结局之间的关联:(1)及时下达医嘱,以及(2)下达医嘱的延迟程度。作为次要的事后分析,我们研究了延迟下达医嘱与 PACU 结局之间的关联。我们纳入了 2019 年 1 月 1 日至 2023 年 5 月 31 日期间有术后医嘱的患者。我们排除了直接转入 ICU 的患者、其麻醉提供者参与了提醒系统试点测试的患者,以及那些缺少协变量数据的患者。医嘱提醒系统的使用由手术当天主诊麻醉医师收到推送通知提醒来定义。我们使用逻辑回归估计了提醒系统使用与及时下达医嘱之间的关联。对于延迟下达医嘱的患者,我们对医嘱下达进行了生存分析。显著性水平为 0.05。分析中使用了患者(如年龄、种族)、手术(如麻醉持续时间)和提供者(如医嘱权限)相关变量作为协变量。提醒与 PACU 入院前下达医嘱的可能性增加了 51%相关(优势比:1.51;95%置信区间:1.43,1.58;p≤0.001),将延迟下达 PACU 医嘱的发生率从 17.5%降低到 12.6%(p≤0.001)。对于延迟下达医嘱的患者,提醒与医嘱下达速度加快 10%相关(风险比:1.10;95%CI 1.05,1.15;p<0.001)。及时下达医嘱与 PACU 持续时间缩短相关(p<0.001)、PACU 峰值疼痛评分降低相关(p<0.001),以及止吐药多次给药的可能性降低相关(p=0.02)。医嘱提醒系统与 PACU 到达前下达医嘱的增加和到达后下达医嘱的延迟减少相关。