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首页> 外文期刊>International Journal of Exercise Science >Step Count Reliability and Validity of Five Wearable Technology Devices While Walking and Jogging in both a Free Motion Setting and on a Treadmill
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Step Count Reliability and Validity of Five Wearable Technology Devices While Walking and Jogging in both a Free Motion Setting and on a Treadmill

机译:步骤计数五个可穿戴技术设备的可靠性和有效性,同时在自由运动设置和跑步机上行走和慢跑

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International Journal of Exercise Science 13(7): 410-426, 2020. Wearable technology devices are used by millions of people who use daily step counts to promote healthy lifestyles. However, the accuracy of many of these devices has not been determined. The purpose was to determine reliability and validity of the Samsung Gear 2, FitBit Surge, Polar A360, Garmin Vivosmart HR+, and the Leaf Health Tracker when walking and jogging in free motion and treadmill conditions. Forty volunteers completed walking and jogging free motion and treadmill protocols of 5-minute intervals. The devices were worn simultaneously in randomized configurations. The mean of two manual steps counters was used as the criterion measure. Test-retest reliability was determined via Intraclass Correlation Coefficient (ICC). Validity was determined via a combination of Pearson’s Correlation Coefficient, mean absolute percent error (MAPE: free motion ≤ 10.0%, treadmill ≤ 5.00%), and Bland-Altman analysis (device bias and limits of agreement). Significance was set at p 0.05. The Samsung Gear 2 was deemed to be both reliable and valid for the jogging conditions, but not walking. The Fitbit Surge was reliable and valid for all conditions except for treadmill walking (deemed reliable, ICC = 0.76; but not valid). The Polar A360 was found to be reliable for one condition (treadmill jog ICC = 0.78), but not valid for any condition. The Garmin Vivosmart HR+ and Leaf Health Tracker were found to be both reliable and valid for all situations. While each device returned some level of consistency and accuracy during either free motion or treadmill exercises, the Garmin Vivosmart HR+ and the Leaf Health Tracker were deemed to be reliable and valid for all conditions tested.
机译:国际运动科学杂志13(7):410-426,2020。可穿戴技术设备用于数百万人使用日常步骤来促进健康的生活方式。但是,许多这些设备的准确性尚未确定。目的是确定三星齿轮2,Fitbit Surge,Polar A360,Garmin Vivosmart Hr +和叶片健康跟踪器的可靠性和有效性在自由运动和跑步机条件下行走和慢跑时。四十志愿者完成了步行和慢跑运动和跑步机协议,5分钟。这些设备在随机配置中同时佩戴。两个手动步骤计数器的平均值用作标准测量。通过脑内相关系数(ICC)确定测试 - 保持可靠性。通过Pearson的相关系数的组合确定有效性,平均值误差(MAPE:自由运动≤10%,跑步机≤5.00%),以及Bland-Altman分析(设备偏见和协议限制)。显着性设定为P <0.05。三星齿轮2被认为是可靠的,并且对慢跑条件有效,但不走路。除跑步机行走外,Fitbit浪涌可靠,适用于所有条件(认为可靠,ICC = 0.76;但无效)。发现极性A360可靠,对一个条件(跑步机Jog ICC = 0.78)可靠,但无效地对任何条件有效。发现Garmin Vivosmart HR +和叶子健康跟踪器既可靠,适用于所有情况。虽然每个设备在自由运动或跑步机锻炼期间返回了一些级别的一致性和准确性,但是Garmin Vivosmart HR +和叶子健康跟踪器被认为是可靠的并且对所有测试条件有效。

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