Panoutsakopoulos Vassilios, Chalitsios Christos, Nikodelis Thomas, Kollias Iraklis A
Biomechanics Laboratory, School of Physical Education and Sports Sciences at Thessaloniki, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
J Sports Sci. 2022 Oct;40(19):2143-2152. doi: 10.1080/02640414.2022.2140921. Epub 2022 Oct 29.
This study examined whether analysing kinetic features of drop jumps (DJ) as one-dimensional biomechanical curves can reveal specific patterns that are consistent and can cluster DJ performance. Hierarchical clustering analysis on DJ from 40 cm data performed by 128 physically active male participants (23.0 ± 4.5 yrs, 1.84 ± 0.07 m, 79.1 ± 10.8 kg) was performed on the derived time-normalised force, power and vertical stiffness curves to unmask the underlying patterns and to explore the dissimilarities identified from the subgroup (cluster) analysis. Results revealed poor, average and top DJ performers. Top performers exhibited larger peak force, power and vertical stiffness compared to the other two groups, and the poor performers had lower values compared to the average performers ( < .05). The time curves of force, power and vertical stiffness exhibited between cluster dissimilarities from ~25% to ~70%, and ~20% to 40% plus ~55% to 70% from the beginning of the ground contact, respectively. The force and power time-curves distinguished DJ ability similarly since they shared 69% of the cases in the top performers' cluster. The content of cases (membership) for vertical stiffness was different from the membership for the force and power time-curve clusters. In conclusion, stiffness should be considered during plyometric training, but does not distinctly define DJ performance.
本研究探讨了将纵跳(DJ)的动力学特征作为一维生物力学曲线进行分析,是否能够揭示出一致的特定模式,并对DJ表现进行聚类。对128名身体活跃的男性参与者(23.0±4.5岁,身高1.84±0.07米,体重79.1±10.8千克)从40厘米高度进行的DJ数据,在导出的时间归一化力、功率和垂直刚度曲线上进行层次聚类分析,以揭示潜在模式,并探索从亚组(聚类)分析中识别出的差异。结果显示了纵跳表现较差、中等和优秀的参与者。优秀参与者相比其他两组表现出更大的峰值力、功率和垂直刚度,而表现较差的参与者相比中等表现者数值更低(P<0.05)。力、功率和垂直刚度的时间曲线在聚类间的差异分别从地面接触开始时的约25%至约70%,以及约20%至40%加上约55%至70%。力和功率时间曲线对纵跳能力的区分相似,因为它们在优秀参与者聚类中有69%的情况相同。垂直刚度的案例内容(隶属度)与力和功率时间曲线聚类的隶属度不同。总之,在增强式训练中应考虑刚度,但它并不能明确界定纵跳表现。