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Use of a novel electronic maternal surveillance system to generate automated alerts on the labor and delivery unit

机译:使用新型的电子孕产妇监护系统生成关于分娩和产科的自动警报

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Maternal early warning systems reduce maternal morbidity. We developed an electronic maternal surveillance system capable of visually summarizing the labor and delivery census and identifying changes in clinical status. Automatic page alerts to clinical providers, using an algorithm developed at our institution, were incorporated in an effort to improve early detection of maternal morbidity. We report the frequency of pages generated by the system. To our knowledge, this is the first time such a system has been used in peripartum care. Alert criteria were developed after review of maternal early warning systems, including the Maternal Early Warning Criteria (MEWC). Careful consideration was given to the frequency of pages generated by the surveillance system. MEWC notification criteria were liberalized and a paging algorithm was created that triggered paging alerts to first responders (nurses) and then managing services due to the assumption that paging all clinicians for each vital sign triggering MEWC would generate an inordinate number of pages. For preliminary analysis, to determine the effect of our automated paging algorithm on alerting frequency, the paging frequency of this system was compared to the frequency of vital signs meeting the Maternal Early Warning Criteria (MEWC). This retrospective analysis was limited to a sample of 34 patient rooms uniquely capable of storing every vital sign reported by the bedside monitor. Over a 91-day period, from April 1 to July 1, 2017, surveillance was conducted from 64 monitored beds, and the obstetrics service received one automated page every 2.3?h. The most common triggers for alerts were for hypertension and tachycardia. For the subset of 34 patient rooms uniquely capable of real-time recording, one vital sign met the MEWC every 9.6 to 10.3?min. Anecdotally, the system was well-received. This novel electronic maternal surveillance system is designed to reduce cognitive bias and improve timely clinical recognition of maternal deterioration. The automated paging algorithm developed for this software dramatically reduces paging frequency compared to paging for isolated vital sign abnormalities alone. Long-term, prospective studies will be required to determine its impact on patient outcomes.
机译:孕产妇预警系统可降低孕产妇发病率。我们开发了一种电子产妇监控系统,该系统可以直观地汇总人工和分娩普查并确定临床状况的变化。结合使用我们机构开发的算法,自动向临床提供者发出页面警报,以提高对产妇发病率的早期发现。我们报告系统生成页面的频率。据我们所知,这是围产期护理中首次使用这种系统。在审查了孕产妇预警系统(包括孕产妇预警标准(MEWC))之后,制定了警报标准。仔细考虑了监视系统生成页面的频率。放宽了MEWC的通知标准,并且创建了一种寻呼算法,该算法触发了向第一响应者(护士)发出寻呼警报,然后管理服务,这是因为假设对触发MEWC的每个生命体征的所有临床医生进行寻呼会产生大量的页面。为了进行初步分析,为了确定我们的自动寻呼算法对警报频率的影响,将该系统的寻呼频率与符合孕产妇早期预警标准(MEWC)的生命体征频率进行了比较。这项回顾性分析仅限于34个病房的样本,这些病房唯一能够存储床旁监护仪报告的每个生命体征。从2017年4月1日至7月1日,在91天的时间内,对64个监测床位进行了监视,而产科服务每2.3小时接收一次自动页面。最常见的警报触发因素是高血压和心动过速。对于34个具有唯一实时记录功能的病房的子集,每9.6到10.3?min就有一个生命体征遇到MEWC。有趣的是,该系统广受欢迎。这种新颖的电子产妇监护系统旨在减少认知偏见并改善对产妇恶化的及时临床认识。与仅针对孤立生命体征异常的寻呼相比,为此软件开发的自动寻呼算法大大降低了寻呼频率。需要进行长期的前瞻性研究,以确定其对患者预后的影响。

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