运动人群可穿戴技术中有氧能力(VO2max)和乳酸门槛的验证

Bryson Carrier, Macy M. Helm, Kyle Cruz, Brenna Barrios, J. Navalta
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引用次数: 0

摘要

随着可穿戴技术(WT)的发展,设备已经开发出跟踪一系列生理变量的能力。这些指标包括最大有氧能力(VO2max)和乳酸门槛(LT)。随着WT的迅速普及,对这些设备进行独立评估对于确定设备的适当用例非常重要。因此,本研究的目的是确定WT在估算运动人群VO2max和LT方面的有效性。方法:21名参与者完成了实验室LT和VO2max测试,以及由被测WT (Garmin fēnix 6®手表和随附心率监测仪)引导的室外测试。统计分析采用假设检验(ANOVA、t检验)、相关分析(Pearson’s r、Lin’s Concordance correlation [CCC])、误差分析(平均绝对百分比误差[MAPE])、等价检验(TOST检验)和偏倚评估(Bland-Altman分析)。结果:与1分钟平均值(MAPE = 6.85%, CCC = 0.7)和LT与血乳酸积累(OBLA)的开始(MAPE = 7.52%, CCC = 0.79)相比,Garmin手表的VO2max具有可接受的一致性;MAPE = 8.20%, CCC = 0.74)。因此,Garmin fēnix 6®可准确测量运动人群的VO2max和LT,并可用于制定运动员的训练决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Validation of Aerobic Capacity (VO2max) and Lactate Threshold in Wearable Technology for Athletic Populations
As wearable technology (WT) has evolved, devices have developed the ability to track a range of physiological variables. These include maximal aerobic capacity (VO2max) and lactate threshold (LT). With WT quickly growing in popularity, independent evaluation of these devices is important to determine the appropriate use-cases for the devices. Therefore, the purpose of this study was to determine the validity of WT in producing estimates of VO2max and LT in athletic populations. METHODS: 21 participants completed laboratory LT and VO2max testing, as well as an outdoor testing session guided by the WT being tested (Garmin fēnix 6® watch and accompanying heart rate monitor). Statistical analysis was completed, using hypothesis testing (ANOVA, t-test), correlation analysis (Pearson’s r, Lin’s Concordance Correlation [CCC]), error analysis (mean absolute percentage error [MAPE]), equivalence testing (TOST test), and bias assessment (Bland–Altman analysis). RESULTS: The Garmin watch was found to have acceptable agreement for VO2max when compared to the 1 min averaged values (MAPE = 6.85%, CCC = 0.7) and for LT and the onset of blood lactate accumulation (OBLA), (MAPE = 7.52%, CCC = 0.79; MAPE = 8.20%, CCC = 0.74, respectively). Therefore, the Garmin fēnix 6® produces accurate measurements of VO2max and LT in athletic populations and can be used to make training decisions among athletes.
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