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首页> 外文期刊>International Journal of Exercise Science >Measuring Physical Activity Using Triaxial Wrist Worn Polar Activity Trackers: A Systematic Review
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Measuring Physical Activity Using Triaxial Wrist Worn Polar Activity Trackers: A Systematic Review

机译:使用三轴手腕磨损极性活动跟踪器测量体力活动:系统评价

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International Journal of Exercise Science 13(4): 438-454, 2020. Collecting objective physical activity data from research participants are increasingly done using consumer-based activity trackers. Several validation studies of Polar devices are conducted to date, but no systematic review of the current level of accuracy for these devices exist. The aim of this study is therefore to investigate the accuracy of current wrist-worn Polar devices that equips a triaxial accelerometer to measure physical activity. We conducted a systematic review by searching six databases for validation studies on modern Polar activity trackers. Studies were grouped and examined by tested outcome, i.e. energy expenditure, physical activity intensity, and steps. We summarized and reported relevant metrics from each study. The initial search resulted in 157 studies, out of which fourteen studies were included in the final review. Energy expenditure was reviewed in seven studies, physical activity intensity was reviewed in four studies, and steps was reviewed in 11 studies. There is a large difference in study protocols with conflicting results between the identified studies. However, for energy expenditure there is some indication that Polar devices perform better in free-living, compared to lab-based studies. In addition, step counting seems to have less average error compared to energy expenditure and physical activity intensity. There is large heterogeneity between the identified studies, both in terms of study protocols and results, and the accuracy of Polar devices remains unclear. More studies are needed for more recently developed devices, and future studies should take care to follow guidelines for assessment of wearable sensors designed for physical activity monitoring.
机译:国际运动科学杂志13(4):438-454,2020。使用基于消费者的活动跟踪器越来越多地完成研究参与者的客观体力活动数据。迄今为止,对极地设备进行了几项验证研究,但不存在对这些设备的当前精度水平的系统审查。因此,本研究的目的是研究当前腕带的极性装置的准确性,该极性装置配备了三轴加速度计来测量体力活动。我们通过搜索六个数据库进行系统审查,以获得现代极性活动跟踪器的验证研究。通过测试结果分组和检查研究,即能量支出,身体活动强度和步骤。我们总结了每项研究的相关指标。初始搜索导致了157项研究,其中四项研究包括在最终审查中。在七项研究中审查了能源支出,在四项研究中审查了身体活动强度,并在11项研究中审查了步骤。在确定的研究之间存在较强的研究方案存在很大差异。然而,对于能源支出,与基于实验室的研究相比,极地器件在自由生活中表现更好。此外,与能量消耗和身体活动强度相比,步骤计数似乎具有较少的平均误差。在研究方案和结果方面,鉴定的研究之间存在大的异质性,并且极性器件的准确性仍不清楚。最近开发的设备需要更多的研究,未来的研究应注意遵循用于评估专为物理活动监测的可穿戴传感器的准则。

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