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How Therapists Use Visualizations of Upper Limb Movement Information From Stroke Patients: A Qualitative Study With Simulated Information

机译:治疗师如何使用中风患者上肢运动信息的可视化:模拟信息的定性研究

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Background: Stroke is a leading cause of disability worldwide, with upper limb deficits affecting an estimated 30% to 60% of survivors. The effectiveness of upper limb rehabilitation relies on numerous factors, particularly patient compliance to home programs and exercises set by therapists. However, therapists lack objective information about their patients’ adherence to rehabilitation exercises as well as other uses of the affected arm and hand in everyday life outside the clinic. We developed a system that consists of wearable sensor technology to monitor a patient’s arm movement and a Web-based dashboard to visualize this information for therapists. Objective: The aim of our study was to evaluate how therapists use upper limb movement information visualized on a dashboard to support the rehabilitation process. Methods: An interactive dashboard prototype with simulated movement information was created and evaluated through a user-centered design process with therapists (N=8) at a rehabilitation clinic. Data were collected through observations of therapists interacting with an interactive dashboard prototype, think-aloud data, and interviews. Data were analyzed qualitatively through thematic analysis. Results: Therapists use visualizations of upper limb information in the following ways: (1) to obtain objective data of patients’ activity levels, exercise, and neglect outside the clinic, (2) to engage patients in the rehabilitation process through education, motivation, and discussion of experiences with activities of daily living, and (3) to engage with other clinicians and researchers based on objective data. A major limitation is the lack of contextual data, which is needed by therapists to discern how movement data visualized on the dashboard relate to activities of daily living. Conclusions: Upper limb information captured through wearable devices provides novel insights for therapists and helps to engage patients and other clinicians in therapy. Consideration needs to be given to the collection and visualization of contextual information to provide meaningful insights into patient engagement in activities of daily living. These findings open the door for further work to develop a fully functioning system and to trial it with patients and clinicians during therapy.
机译:背景:中风是全球致残的主要原因,估计上肢缺陷影响了30%至60%的幸存者。上肢康复的有效性取决于许多因素,尤其是患者对治疗师设定的家庭计划和锻炼的依从性。但是,治疗师缺乏有关患者坚持康复锻炼以及在诊所外日常生活中受影响的手臂和手的其他用途的客观信息。我们开发了一个系统,该系统由可穿戴传感器技术组成,用于监视患者手臂的运动,并基于网络的仪表板为治疗师可视化此信息。目的:我们的研究目的是评估治疗师如何使用仪表板上可视化的上肢运动信息来支持康复过程。方法:创建了一个带有模拟运动信息的交互式仪表板原型,并通过康复中心的治疗师(N = 8)以用户为中心的设计过程进行了评估。数据是通过对治疗师与交互式仪表板原型进行交互的观察,思想数据和访谈来收集的。通过主题分析对数据进行定性分析。结果:治疗师通过以下方式使用上肢信息的可视化:(1)获得患者活动水平,运动和诊所外疏忽的客观数据,(2)通过教育,动机,讨论日常生活活动的经验,以及(3)根据客观数据与其他临床医生和研究人员进行交流。一个主要的限制是缺少上下文数据,治疗师需要使用上下文数据来识别仪表板上可视化的运动数据与日常生活活动之间的关系。结论:通过可穿戴设备捕获的上肢信息为治疗师提供了新颖的见解,并有助于使患者和其他临床医生参与治疗。需要考虑上下文信息的收集和可视化,以提供有意义的见解,使患者参与日常生活活动。这些发现为进一步开发功能完善的系统并在治疗期间与患者和临床医生进行试验打开了大门。

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