How Do Movement Patterns in Weightlifting (Clean) Change When Using Lighter or Heavier Barbell Loads?—A Comparison of Two Principal Component Analysis-Based Approaches to Studying Technique

Frontiers in Psychology

article

Inge Werner¹  Nicolai Szelenczy¹  Felix Wachholz¹  Peter Federolf¹ 

[1] Department of Sport Science, University of Innsbruck;BFF Training Ulm

关键词: weightlifting;    clean;    principal component analysis PCA;    technique analysis in sport;    motion patterns;    principal movements;   

DOI  :  10.3389/fpsyg.2020.606070

学科分类：社会科学、人文和艺术（综合）

来源: Frontiers

【 摘 要 】

This study compared whole body kinematics of the clean movement when lifting three different loads, implementing two data analysis approaches based on principal component analysis (PCA). Nine weightlifters were equipped with 39 markers and their motion captured with 8 Vicon cameras at 100 Hz. Lifts of 60, 85, and 95% of the one repetition maximum were analyzed. The first PCA (PCA trial ) analyzed variance among time-normed waveforms compiled from subjects and trials; the second PCA (PCA posture ) analyzed postural positions compiled over time, subjects and trials. Load effects were identified through repeated measures ANOVAs with Bonferroni-corrected post-hocs and through Cousineau-Morey confidence intervals. PCA trial scores differed in the first ( p < 0.016, η p 2 = 0.694) and fifth ( p < 0.006, η p 2 = 0.768) principal component, suggesting that increased barbell load produced higher initial elevation, lower squat position, wider feet position after squatting, and less inclined arms. PCA posture revealed significant timing differences in all components. We conclude, first, barbell load affects specific aspects of the movement pattern of the clean; second, the PCA trial approach is better suited for detecting deviations from a mean motion trajectory and its results are easier to interpret; the PCA posture approach reveals coordination patterns and facilitates comparisons of postural speeds and accelerations.

【 授权许可】

CC BY