Alternative Input for Perfusion Management Devices: Voice Recognition for Data Input and the Effects on Charting and Perioperative Calculation Use.

Q2 Health Professions Journal of Extra-Corporeal Technology Pub Date : 2021-12-01 DOI:10.1182/ject-2100037
Kara Lung, Brandi Brummer, Scott Sanderson, David W Holt
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Abstract

Technology in healthcare has become increasingly prevalent and user friendly. In the last decade, advances in hands-free methods of data input have become more viable in a variety of medical professions. The aim of this study was to assess the advantages or disadvantages of hands-free charting through a voice-to-text app designed for perfusionists. Twelve clinical perfusion students using two different simulated bypass cases were recorded and assessed for the number of events noticed and charted, as well as the speed at which they accomplished these steps. Paper charts were compared with a custom app with voice-to-text charting capability. Data was analyzed using linear mixed models to detect differences in length of time until a chartable event was noticed, and how long after noticing an event it took to record the event. Timeliness of recording an event was made by assessing log-transformed time data. There was significantly more information recorded when charting on paper, while charting with voice-to-text resulted in significantly faster mean time from noticing an event to the recording of it. There was no significant difference between how many events were noticed and recorded. When using paper charting, a higher percentage of events that were missed were drug administration events, while voice charting had a higher percentage of missed events that were associated with cardioplegia delivery or bypass timing. With a decreased time interval between noticing an event and charting the event, speech-to-text for perfusion could be of benefit in situations where many events occur at once, such as emergency situations or highly active portions of bypass such as initiation and termination. While efforts were made to make the app as intuitive as possible, there is room for improvement.

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灌注管理设备的替代输入:语音识别数据输入和对图表和围手术期计算使用的影响。
医疗保健领域的技术已经变得越来越普遍和用户友好。在过去的十年中,数据输入的免提方法的进步在各种医疗专业中变得更加可行。这项研究的目的是通过为灌注师设计的语音转文本应用程序来评估免提制图的优缺点。12名临床灌注学生使用两种不同的模拟旁路病例进行记录,并评估注意到的事件数量和图表,以及他们完成这些步骤的速度。将纸质图表与具有语音到文本图表功能的自定义应用程序进行比较。使用线性混合模型分析数据,以检测注意到可记录事件之前的时间长度的差异,以及注意到事件后记录该事件所需的时间。记录事件的时效性是通过评估经过日志转换的时间数据来确定的。当在纸上绘制图表时,记录的信息明显更多,而使用语音到文本的图表从注意到记录事件的平均时间明显更快。注意到和记录的事件数量没有显著差异。当使用纸质图表时,遗漏的事件百分比较高的是药物给药事件,而语音图表的遗漏事件百分比较高的是与心脏骤停交付或旁路时间相关的事件。由于注意到事件和记录事件之间的时间间隔缩短,语音到文本的灌注在许多事件同时发生的情况下可能是有益的,例如紧急情况或旁路的高度活跃部分,例如启动和终止。虽然我们努力让这款应用尽可能地直观,但仍有改进的空间。
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来源期刊
Journal of Extra-Corporeal Technology
Journal of Extra-Corporeal Technology Medicine-Medicine (all)
CiteScore
1.90
自引率
0.00%
发文量
12
期刊介绍: The Journal of Extracorporeal Technology is dedicated to the study and practice of Basic Science and Clinical issues related to extracorporeal circulation. Areas emphasized in the Journal include: •Cardiopulmonary Bypass •Cardiac Surgery •Cardiovascular Anesthesia •Hematology •Blood Management •Physiology •Fluid Dynamics •Laboratory Science •Coagulation and Hematology •Transfusion •Business Practices •Pediatric Perfusion •Total Quality Management • Evidence-Based Practices
期刊最新文献
First year update as cardiovascular perfusion's open access international journal. Extracorporeal cardiopulmonary resuscitation: lifesaving for the right patient, at the right time and in the right place. Central ECMO cannulation for severe dihydropyridine calcium channel blocker overdose. Examining Online International Health Professions Education: A Mixed Methods Review of Barriers, Facilitators, and Early Outcomes Building an Extracorporeal Cardiopulmonary Resuscitation Program at a High-Volume Extracorporeal Membrane Oxygenation Center
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