Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA.
Biomedical Engineering, University of Genoa, Genoa, Italy.
J Neuroeng Rehabil. 2024 Apr 30;21(1):66. doi: 10.1186/s12984-024-01359-0.
Understanding the role of adherence to home exercise programs for survivors of stroke is critical to ensure patients perform prescribed exercises and maximize effectiveness of recovery.
Survivors of hemiparetic stroke with impaired motor function were recruited into a 7-day study designed to test the utility and usability of a low-cost wearable system and progressive-challenge cued exercise program for encouraging graded-challenge exercise at-home. The wearable system comprised two wrist-worn MetaMotionR+ activity monitors and a custom smartphone app. The progressive-challenge cued exercise program included high-intensity activities (one repetition every 30 s) dosed at 1.5 h per day, embedded within 8 h of passive activity monitoring per day. Utility was assessed using measures of system uptime and cue response rate. Usability and user experience were assessed using well-validated quantitative surveys of system usability and user experience. Self-efficacy was assessed at the end of each day on a visual analog scale that ranged from 0 to 100.
The system and exercise program had objective utility: system uptime was 92 ± 6.9% of intended hours and the rate of successful cue delivery was 99 ± 2.7%. The system and program also were effective in motivating cued exercise: activity was detected within 5-s of the cue 98 ± 3.1% of the time. As shown via two case studies, accelerometry data can accurately reflect graded-challenge exercise instructions and reveal differentiable activity levels across exercise stages. User experience surveys indicated positive overall usability in the home settings, strong levels of personal motivation to use the system, and high degrees of satisfaction with the devices and provided training. Self-efficacy assessments indicated a strong perception of proficiency across participants (95 ± 5.0).
This study demonstrates that a low-cost wearable system providing frequent haptic cues to encourage graded-challenge exercise after stroke can have utility and can provide an overall positive user experience in home settings. The study also demonstrates how combining a graded exercise program with all-day activity monitoring can provide insight into the potential for wearable systems to assess adherence to-and effectiveness of-home-based exercise programs on an individualized basis.
了解中风幸存者坚持家庭锻炼计划的作用对于确保患者进行规定的运动并最大限度地提高康复效果至关重要。
患有运动功能障碍的偏瘫中风幸存者被招募参加一项为期 7 天的研究,该研究旨在测试低成本可穿戴系统和渐进式挑战提示锻炼计划的实用性和可用性,以鼓励在家中进行分级挑战运动。可穿戴系统包括两个戴在手腕上的 MetaMotionR+活动监测器和一个定制的智能手机应用程序。渐进式挑战提示锻炼计划包括高强度活动(每 30 秒重复一次),每天剂量为 1.5 小时,每天嵌入 8 小时的被动活动监测中。实用性通过系统正常运行时间和提示响应率来衡量。可用性和用户体验通过经过充分验证的系统可用性和用户体验的定量调查来评估。自我效能感在每天结束时通过 0 到 100 的视觉模拟量表进行评估。
系统和锻炼计划具有客观的实用性:系统正常运行时间为计划时间的 92±6.9%,提示传递成功率为 99±2.7%。系统和计划也有效地激发了提示锻炼:提示发出后,活动在 98±3.1%的时间内 5 秒内被检测到。通过两个案例研究表明,加速度计数据可以准确反映分级挑战运动指令,并揭示运动阶段之间可区分的活动水平。用户体验调查表明,在家中使用该系统具有总体良好的可用性,强烈的个人使用动力,以及对设备和提供的培训的高度满意度。自我效能感评估表明,参与者的熟练程度很强(95±5.0)。
本研究表明,提供频繁触觉提示以鼓励中风后分级挑战运动的低成本可穿戴系统具有实用性,并可以在家庭环境中提供总体积极的用户体验。该研究还表明,将分级锻炼计划与全天活动监测相结合如何为可穿戴系统提供洞察力,以评估基于个体的基于家庭的锻炼计划的坚持和效果。