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负荷增加条件下举重技术的性别差异:主成分分析

Sex-based differences in lifting technique under increasing load conditions: A principal component analysis.

作者信息

Sheppard P S, Stevenson J M, Graham R B

机构信息

School of Kinesiology and Health Studies, Queen's University, Kingston, Ontario, Canada.

School of Kinesiology and Health Studies, Queen's University, Kingston, Ontario, Canada; School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada.

出版信息

Appl Ergon. 2016 May;54:186-95. doi: 10.1016/j.apergo.2015.12.002. Epub 2016 Jan 11.

Abstract

The objective of the present study was to determine if there is a sex-based difference in lifting technique across increasing-load conditions. Eleven male and 14 female participants (n = 25) with no previous history of low back disorder participated in the study. Participants completed freestyle, symmetric lifts of a box with handles from the floor to a table positioned at 50% of their height for five trials under three load conditions (10%, 20%, and 30% of their individual maximum isometric back strength). Joint kinematic data for the ankle, knee, hip, and lumbar and thoracic spine were collected using a two-camera Optotrak motion capture system. Joint angles were calculated using a three-dimensional Euler rotation sequence. Principal component analysis (PCA) and single component reconstruction were applied to assess differences in lifting technique across the entire waveforms. Thirty-two PCs were retained from the five joints and three axes in accordance with the 90% trace criterion. Repeated-measures ANOVA with a mixed design revealed no significant effect of sex for any of the PCs. This is contrary to previous research that used discrete points on the lifting curve to analyze sex-based differences, but agrees with more recent research using more complex analysis techniques. There was a significant effect of load on lifting technique for five PCs of the lower limb (PC1 of ankle flexion, knee flexion, and knee adduction, as well as PC2 and PC3 of hip flexion) (p < 0.005). However, there was no significant effect of load on the thoracic and lumbar spine. It was concluded that when load is standardized to individual back strength characteristics, males and females adopted a similar lifting technique. In addition, as load increased male and female participants changed their lifting technique in a similar manner.

摘要

本研究的目的是确定在不断增加负荷的情况下,举重技术是否存在基于性别的差异。11名男性和14名女性参与者(n = 25)参与了本研究,他们既往均无下背部疾病史。参与者在三种负荷条件下(分别为其个体最大等长背部力量的10%、20%和30%),进行了五次将带把手的箱子从地面自由对称举升至位于其身高50%处桌子的试验。使用双摄像头Optotrak运动捕捉系统收集踝关节、膝关节、髋关节以及腰椎和胸椎的关节运动学数据。使用三维欧拉旋转序列计算关节角度。应用主成分分析(PCA)和单成分重建来评估整个波形中举重技术的差异。根据90%迹准则,从五个关节和三个轴中保留了32个主成分。混合设计的重复测量方差分析显示,对于任何主成分,性别均无显著影响。这与之前使用举重曲线上离散点分析基于性别的差异的研究结果相反,但与最近使用更复杂分析技术的研究结果一致。负荷对下肢的五个主成分的举重技术有显著影响(踝关节屈曲、膝关节屈曲和膝关节内收的PC1,以及髋关节屈曲的PC2和PC3)(p < 0.005)。然而,负荷对胸椎和腰椎没有显著影响。研究得出结论,当负荷根据个体背部力量特征进行标准化时,男性和女性采用了相似的举重技术。此外,随着负荷增加,男性和女性参与者以相似的方式改变他们的举重技术。

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