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运用探索性因素分析评估青少年足球运动员的体能表现。

Use of Exploratory Factor Analysis to Assess the Fitness Performance of Youth Football Players.

机构信息

Department of Biomolecular Sciences, Section of Exercise and Health Sciences, University of Urbino Carlo Bo, Urbino, Italy.

Museum of Football F.I.G.C., Italian Football Federation, Rome, Italy.

出版信息

J Strength Cond Res. 2023 Jul 1;37(7):e430-e437. doi: 10.1519/JSC.0000000000004414. Epub 2023 Feb 13.

Abstract

Perroni, F, Castagna, C, Amatori, S, Gobbi, E, Vetrano, M, Visco, V, Guidetti, L, Baldari, C, Luigi Rocchi, MB, and Sisti, D. Use of exploratory factor analysis to assess the fitness performance of youth football players. J Strength Cond Res 37(7): e430-e437, 2023-Football performance involves several physical abilities that range in aerobic, anaerobic, and neuromuscular domains; however, little is known about their interplay in profiling individual physical attributes. This study aimed to profile physical performance in youth football players according to their training status. One hundred seven young male soccer players (age 13.5 ± 1.4 years; height 168 ± 7 cm; body mass 57.4 ± 9.6 kg; and body mass index 20.2 ± 2.1 kg·m -2 ) volunteered for this study. Players' physical performance was assessed with football-relevant field tests for sprinting (10 m sprint), vertical jump (countermovement jump), intermittent high-intensity endurance (Yo-Yo Intermittent Recovery Test Level 1, YYIRT1), and repeated sprint ability (RSA). The training status was assumed as testosterone and cortisol saliva concentrations; biological maturation was estimated using the Pubertal Development Scale. Exploratory factor analysis (EFA) revealed 3 main variables depicting anthropometric (D1, 24.9%), physical performance (D2, 18.8%), and training status (D3, 13.3%), accounting for 57.0% of total variance altogether. The level of significance was set at p ≤ 0.05. The RSA and YYIRT1 performances were largely associated with D2, suggesting the relevance of endurance in youth football. This study revealed that for youth football players, a 3-component model should be considered to evaluate youth soccer players. The EFA approach may help to disclose interindividual differences useful to talent identification and selection.

摘要

佩罗尼,F,卡斯塔尼亚,C,阿莫托里,S,戈比,E,维特兰诺,M,维斯科,V,圭迪,L,巴达拉里,C,路易吉·罗基,MB,和西斯蒂,D。使用探索性因素分析评估青年足球运动员的体能表现。J 力量与体能研究 37(7):e430-e437,2023-足球表现涉及多个身体素质,包括有氧、无氧和神经肌肉领域;然而,对于它们在个人身体素质分析中的相互作用知之甚少。本研究旨在根据青年足球运动员的训练状态分析他们的体能表现。107 名年轻男性足球运动员(年龄 13.5±1.4 岁;身高 168±7cm;体重 57.4±9.6kg;体重指数 20.2±2.1kg·m-2)自愿参加了这项研究。使用与足球相关的冲刺(10m 冲刺)、垂直跳跃(纵跳)、间歇性高强度耐力(Yo-Yo 间歇性恢复测试 1 级,YYIRT1)和重复冲刺能力(RSA)评估球员的体能表现。训练状态假设为睾酮和皮质醇唾液浓度;使用青春期发育量表估计生物成熟度。探索性因素分析(EFA)揭示了 3 个主要变量,分别描述了人体测量学(D1,24.9%)、身体表现(D2,18.8%)和训练状态(D3,13.3%),共占总方差的 57.0%。显著性水平设为 p≤0.05。RSA 和 YYIRT1 的表现与 D2 密切相关,表明耐力在青年足球中的重要性。本研究表明,对于青年足球运动员,应考虑采用 3 个组成部分的模型来评估青年足球运动员。EFA 方法可以帮助揭示有助于人才识别和选拔的个体差异。

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