Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, The Netherlands.
Scand J Med Sci Sports. 2023 Sep;33(9):1703-1715. doi: 10.1111/sms.14424. Epub 2023 Jun 4.
Spatiotemporal metrics such as step frequency have been associated with running injuries in some studies. Wearables can measure these metrics and provide real-time feedback in-field, but are often not validated. This study assessed the validity of commercially available wireless instrumented insoles (ARION) for quantifying spatiotemporal metrics during level running at different speeds (2.78-5.0 m s ,) and slopes (3° and 6° up/downhill) to an instrumented treadmill. Mean raw, percentage and absolute percentage error, and limits of agreement (LoA) were calculated. Agreement was statistically quantified using four thresholds: excellent, <5%; good, <10%; acceptable, <15%; and poor, >15% error. Excellent agreement (<5% error) was achieved for stride time across all conditions, and for step frequency across all but one condition with good agreement. Contact time and swing time generally showed at least good agreement. The mean difference across all conditions was -0.95% for contact time, 0.11% for stride time, 0.6% for swing time, -0.11% for step frequency, and -0.09% when averaged across all outcomes and conditions. The accuracy at an individual level was generally good to excellent, being <10% for all but two conditions, with these conditions being <15%. Additional experiments among four runners showed that step length could also be measured with an accuracy of 1.76% across different speeds with an updated version of the insoles. These findings suggests that the ARION wearable may not only be useful for large-scale in-field studies investigating group differences, but also to quantify spatiotemporal metrics with generally good to excellent accuracy for individual runners.
时空度量,如步频,在一些研究中与跑步损伤有关。可穿戴设备可以测量这些指标,并在现场提供实时反馈,但通常未经验证。本研究评估了商用无线仪器鞋垫(ARION)在不同速度(2.78-5.0 m/s)和坡度(3°和 6°上下坡)下在平地跑步时定量时空指标的有效性,与仪器跑步机进行比较。计算了原始、百分比和绝对百分比误差以及界限协议(LoA)的平均值。使用四个阈值(优秀,<5%;良好,<10%;可接受,<15%;差,>15%误差)来统计量化一致性。优秀的一致性(<5%误差)在所有条件下的步幅时间,以及在所有条件下除了一个条件外的步频都达到了良好的一致性。接触时间和摆动时间通常至少具有良好的一致性。在所有条件下,接触时间的平均差异为-0.95%,步幅时间为 0.11%,摆动时间为 0.6%,步频为-0.11%,在所有结果和条件下的平均值为-0.09%。在个体水平上的准确性通常是好到优秀,除了两个条件外,所有条件都<10%,这两个条件都<15%。在四名跑步者中进行的额外实验表明,在不同速度下,使用鞋垫的更新版本,步长也可以以 1.76%的精度进行测量。这些发现表明,ARION 可穿戴设备不仅可用于大规模现场研究,以调查组间差异,还可用于定量个体跑步者的时空指标,具有良好到优秀的准确性。