Andrej Marušič Institute, University of Primorska, Muzejski Trg 2, 6000 Koper, Slovenia.
InnoRenew CoE, Livade 6, 6310 Izola, Slovenia.
Sensors (Basel). 2021 Sep 17;21(18):6245. doi: 10.3390/s21186245.
Wrist-worn consumer-grade activity trackers are popular devices, developed mainly for personal use. This study aimed to explore the validity, reliability and sensitivity to change of movement behaviors metrics from three activity trackers (Polar Vantage M, Garmin Vivoactive 4s and Garmin Vivosport) in controlled and free-living conditions when worn by older adults. Participants (n = 28; 74 ± 5 years) underwent a videotaped laboratory protocol while wearing all three trackers. On a separate occasion, participants (n = 17 for each of the trackers) wore one (randomly assigned) tracker and a research-grade activity monitor ActiGraph wGT3X-BT simultaneously for six consecutive days. Both Garmin trackers showed excellent performance for step counts, with a mean absolute percentage error (MAPE) below 20% and intraclass correlation coefficient (ICC) above 0.90 ( < 0.05). The MAPE for sleep time was within 10% for all the trackers tested, while it was far beyond 20% for all other movement behaviors metrics. The results suggested that all three trackers could be used for measuring sleep time with a high level of accuracy, and both Garmin trackers could also be used for step counts. All other output metrics should be used with caution. The results provided in this study could be used to guide choice on activity trackers aiming for different purposes-individual use, longitudinal monitoring or in clinical trial setting.
腕戴式消费级活动追踪器是一种流行的设备,主要为个人使用而开发。本研究旨在探索在受控和自由生活条件下,三种活动追踪器(Polar Vantage M、Garmin Vivoactive 4s 和 Garmin Vivosport)在老年人佩戴时对运动行为指标的有效性、可靠性和变化敏感性。参与者(n = 28;74 ± 5 岁)在佩戴所有三种追踪器的情况下进行了录像实验室方案。在另一个场合,参与者(n = 17 名,每名参与者佩戴一种追踪器)佩戴一种(随机分配)追踪器和一个研究级活动监测器 ActiGraph wGT3X-BT 连续六天。两款 Garmin 追踪器在计步方面表现出色,平均绝对百分比误差(MAPE)低于 20%,组内相关系数(ICC)高于 0.90(<0.05)。所有测试追踪器的睡眠时间的 MAPE 都在 10%以内,而其他所有运动行为指标的 MAPE 都远远超过 20%。结果表明,所有三种追踪器都可以用于测量睡眠时间,具有很高的准确性,两款 Garmin 追踪器也可以用于计步。其他所有输出指标都应谨慎使用。本研究提供的结果可用于指导不同目的的活动追踪器的选择——个人使用、纵向监测或临床试验设置。