通过消费级可穿戴设备收集青少年学生运动员数据的可行性:前瞻性纵向队列研究。

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES
Danielle Ransom, Brant Tudor, Sarah Irani, Mohamed Rehman, Stacy Suskauer, P Patrick Mularoni, Luis Ahumada
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引用次数: 0

摘要

背景:最近运动医学的进步是由创新技术推动的,特别是消费级可穿戴设备,如Fitbit、Apple Watch和Garmin。这些设备提供生理和生物力学数据,并有望对运动员的恢复进行个性化、实时和远程评估。然而,很少有研究使用这些装置在青少年学生运动员中进行。目的:本研究的主要目的是评估将消费级可穿戴技术整合到青少年学生运动员损伤恢复监测中的可行性。方法:研究纳入了34名年龄在14-18岁之间,被诊断为脑震荡或骨科损伤的高中生运动员,他们在受伤后10天内入组。参与者配备了Fitbit Sense,用于持续监测生理指标,包括心血管指标、身体活动水平和睡眠模式。数据收集在损伤清除后持续4-6周,在此期间,每小时和每天评估依从率。每小时坚持被定义为每小时至少记录1个心率数据点的参与者的比例,而每天坚持被定义为每24小时至少记录1个心率数据点的参与者的比例。结果:该研究显示了高参与者佩戴设备的依从性。骨科损伤组的依从率中位数为95%,个别依从率从82%到100%不等。同样,脑震荡组的依从率中位数为93%,依从率从37%到100%不等。值得注意的是,该研究遇到了与设备功能相关的最小问题,只有1名参与者需要更换设备。结论:这些发现证明了可穿戴技术在青少年学生运动员从运动相关损伤中恢复的数据收集中的成功整合。然而,重要的是要考虑当前的限制,包括可能影响数据准确性和精度的因素。总之,这项可行性研究证明了使用消费级可穿戴技术收集青少年学生运动员从运动相关损伤中恢复的生理和生物力学参数的可行性。这种高依从性突出了消费级可穿戴设备在这一人群中的潜在适用性。研究结果为未来更大、更多样化的研究奠定了基础,以确定设备指标在识别损伤特异性恢复(即运动相关脑震荡)的独特模式中的效用。消费级可穿戴设备通过将可穿戴技术集成到标准临床协议中,为优化受伤运动员的评估和管理提供了希望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Feasibility of Data Collection Via Consumer-Grade Wearable Devices in Adolescent Student Athletes: Prospective Longitudinal Cohort Study.

Background: Recent advancements in sports medicine have been fueled by innovative technologies, particularly consumer-grade wearable devices like Fitbit, Apple Watch, and Garmin. These devices offer physiological and biomechanical data and hold promise for personalized, real-time, and remote assessment of athlete recovery. However, few studies have been conducted with these devices in adolescent student athletes.

Objective: The primary objective of this study was to assess the feasibility of integrating consumer-grade wearable technology into injury recovery monitoring of adolescent student athletes.

Methods: The study included 34 high school student athletes aged 14-18 diagnosed with either concussion or orthopedic injury, enrolled within 10 days of injury. Participants were equipped with a Fitbit Sense for continuous monitoring of physiological markers, including cardiovascular metrics, physical activity levels, and sleep patterns. Data collection extended 4-6 weeks beyond injury clearance, during which adherence rates were assessed at both hourly and daily intervals. Hourly adherence was defined as the proportion of participants with at least 1 recorded heart rate data point per hour, while daily adherence was defined as the proportion of participants with at least 1 recorded heart rate data point per 24-hour period.

Results: The study demonstrated high participant adherence to wearing the device. The orthopedic injury cohort exhibited a median adherence rate of 95%, with individual rates ranging from 82% to 100%. Similarly, the concussion cohort demonstrated a median adherence rate of 93%, with adherence rates spanning from 37% to 100%. Notably, the study encountered minimal issues related to device functionality, with only 1 participant necessitating a device replacement.

Conclusions: These findings demonstrate successful integration of wearable technology in data collection for adolescent student athletes recovering from sports-related injuries. However, it is important to consider current limitations, including factors that may influence data accuracy and precision. In conclusion, this feasibility study demonstrates the practicality of using consumer-grade wearable technology for the collection of physiological and biomechanical parameters in adolescent student athletes recovering from sport-related injuries. The high level of adherence highlights the potential applicability of consumer-grade wearable devices in this population. Study findings lay the foundation for future investigations with larger and more diverse cohorts to identify the utility of device metrics in identifying unique patterns of injury-specific recovery (ie, sport-related concussion). Consumer-grade wearable devices offer promise for optimizing assessment and management of injured athletes through wearable technology integration into standard clinical protocols.

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来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
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