Med Sci Sports Exerc. 2022 Aug 1;54(8):1382-1388. doi: 10.1249/MSS.0000000000002917. Epub 2022 Mar 22.
Loading rate (LR), the slope of the vertical ground reaction force (vGRF), is commonly used to assess running-related injury risk. However, the relationship between LR and running-related injuries, including bone stress injuries (BSI), is unclear. Inconsistent findings may result from the numerous LR calculation methods that exist and their application across different running speeds.
This study aimed to assess the influence of calculation method and running speed on LR values and to determine the association of LR during healthy running with subsequent injury.
Healthy preseason running data and subsequent injury records from Division I cross-country athletes ( n = 79) over four seasons (2015-2019) at 2.68 m·s -1 , preferred training pace, and 4.47 m·s -1 were collected. LR at each speed was calculated four ways: 1) maximum and 2) average slope from 20% to 80% of vGRF magnitude at impact peak (IP), 3) average slope from initial contact to IP, and 4) average slope from 3% to 12% of stance time. Linear mixed effects models and generalized estimation equations were used to assess LR associations.
LR values differed depending on speed and calculation method ( P value <0.001). The maximum slope from 20% to 80% of the vGRF at 4.47 m·s -1 produced the highest LR estimate and the average slope from initial contact to IP at 2.68 m·s -1 produced the lowest. Sixty-four injuries (20 BSI) were observed. No significant association was found between LR and all injuries or BSI across any calculation method ( P values ≥0.13).
Calculation method and running speed result in significantly different LR values. Regardless of calculation method, no association between LR and subsequent injury was identified. Thus, healthy baseline LR may not be useful to prospectively assess running-related injury risk.
加载率(LR),即垂直地面反作用力(vGRF)的斜率,常用于评估与跑步相关的受伤风险。然而,LR 与跑步相关损伤(包括骨应力损伤(BSI))之间的关系尚不清楚。这可能是由于存在多种 LR 计算方法以及它们在不同跑步速度下的应用所导致的结果不一致。
本研究旨在评估计算方法和跑步速度对 LR 值的影响,并确定健康跑步时 LR 与随后受伤的关系。
收集了四个赛季(2015-2019 年)在 2.68 m·s -1 、首选训练速度和 4.47 m·s -1 下的 I 级越野运动员(n = 79)的健康赛前跑步数据和随后的受伤记录。在每个速度下,LR 通过以下四种方法进行计算:1)在冲击峰值(IP)时,vGRF 幅度的 20%至 80%之间的最大和平均斜率,2)从初始接触到 IP 的平均斜率,3)从 3%到 12%的站立时间的平均斜率。线性混合效应模型和广义估计方程用于评估 LR 关联。
LR 值取决于速度和计算方法(P 值 <0.001)。在 4.47 m·s -1 时,vGRF 的 20%至 80%之间的最大斜率产生了最高的 LR 估计值,而在 2.68 m·s -1 时,从初始接触到 IP 的平均斜率产生了最低的 LR 估计值。共观察到 64 次损伤(20 次 BSI)。在任何计算方法下,LR 与所有损伤或 BSI 之间均无显著关联(P 值≥0.13)。
计算方法和跑步速度导致明显不同的 LR 值。无论计算方法如何,均未发现 LR 与随后的损伤之间存在关联。因此,健康基线 LR 可能无法用于前瞻性评估与跑步相关的受伤风险。