开发自动化和可扩展的虚拟助手,帮助遵守个人防护设备规定:对麻醉学应用的影响研究

IF 3.5 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Eric Plitman, Edward Kim, Rajesh Patel, Seema Kohout, Rongyu Jin, Vincent Chan, Michael Dinsmore
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引用次数: 0

摘要

虚拟助手(VA)是一种能够提供认知帮助的对话代理。我们开发了一种用于穿脱个人防护设备 (PPE) 程序的虚拟助理设备,并将其与真人指导进行了比较,以探索在麻醉环境中使用虚拟助理的可行性。我们使用亚马逊 Alexa 设备和 Alexa Skills 应用程序构建了一个自动化、可扩展、支持语音的虚拟助手。该设备利用语音识别技术实现了免触摸的交互式用户体验。在 Echo Show 设备上编程并显示了正确穿脱个人防护设备的音频和视频分步说明。在随机对照、单盲交叉设计中,将 VA 在帮助遵守个人防护设备协议方面的效果与传统的人工指导进行了比较。70 名麻醉师、麻醉助理、呼吸治疗师和手术室护士分别在 VA 的逐步指导下和人工指导下完成了穿脱程序。使用客观的穿脱检查表对表现进行评估。在穿脱衣测试中,退伍军人组中有更多人正确完成了 "洗手 20 秒 "这一步骤。在退伍军人组中,正确完成 "戴上帽子并确保盖住头发和耳朵 "和 "将长袍系在背部和颈部 "这两个步骤的人数较少。退伍军人组的平均脱衣总分更高,但两组的穿衣得分相似。我们的研究表明,使用市场上可买到的技术来创建语音 VA 是可行的,它能为医护人员提供有效的分步指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Development of an Automated and Scalable Virtual Assistant to Aid in PPE Adherence: A Study with Implications for Applications within Anesthesiology

Development of an Automated and Scalable Virtual Assistant to Aid in PPE Adherence: A Study with Implications for Applications within Anesthesiology

Virtual assistants (VAs) are conversational agents that are able to provide cognitive aid. We developed a VA device for donning and doffing personal protective equipment (PPE) procedures and compared it to live human coaching to explore the feasibility of using VAs in the anesthesiology setting. An automated, scalable, voice-enabled VA was built using the Amazon Alexa device and Alexa Skills application. The device utilized voice-recognition technology to allow a touch-free interactive user experience. Audio and video step-by-step instructions for proper donning and doffing of PPE were programmed and displayed on an Echo Show device. The effectiveness of VA in aiding adherence to PPE protocols was compared to traditional human coaching in a randomized, controlled, single-blinded crossover design. 70 anesthesiologists, anesthesia assistants, respiratory therapists, and operating room nurses performed both donning and doffing procedures, once under step-by-step VA instructional guidance and once with human coaching. Performance was assessed using objective performance evaluation donning and doffing checklists. More participants in the VA group correctly performed the step of “Wash hands for 20 seconds” during both donning and doffing tests. Fewer participants in the VA group correctly performed the steps of “Put cap on and ensure covers hair and ears” and “Tie gown on back and around neck”. The mean doffing total score was higher in the VA group; however, the donning score was similar in both groups. Our study demonstrates that it is feasible to use commercially available technology to create a voice-enabled VA that provides effective step-by-step instructions to healthcare professionals.

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来源期刊
Journal of Medical Systems
Journal of Medical Systems 医学-卫生保健
CiteScore
11.60
自引率
1.90%
发文量
83
审稿时长
4.8 months
期刊介绍: Journal of Medical Systems provides a forum for the presentation and discussion of the increasingly extensive applications of new systems techniques and methods in hospital clinic and physician''s office administration; pathology radiology and pharmaceutical delivery systems; medical records storage and retrieval; and ancillary patient-support systems. The journal publishes informative articles essays and studies across the entire scale of medical systems from large hospital programs to novel small-scale medical services. Education is an integral part of this amalgamation of sciences and selected articles are published in this area. Since existing medical systems are constantly being modified to fit particular circumstances and to solve specific problems the journal includes a special section devoted to status reports on current installations.
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