Classification of body shape of male athletes by factor analysis.

N Tsunawake, Y Tahara, K Yukawa, T Katsuura, H Harada, Y Kikuchi
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引用次数: 7

Abstract

The purpose of this study was to evaluate the body shape of athletes in comparison with adult non-athletes by factor analysis. The subjects were 210 male adult non-athletes and 485 male high school age and adult athletes participating in 13 different sporting events. Physique, skinfold thickness and body composition of each subject were measured. Measured values from adult non-athletes were analyzed by factor analysis, and body shape of the athletes was then analyzed according to these factors. The results are summarized as follows: 1. Four main factors, that is, body fat, mass, leg length to height ratio and length, which could explain 88.5 percent of total variance, were extracted from the measured values from adult non-athletes. 2. Similarity of body shape between sporting events was analyzed by cluster analysis. Body shape of the athletes could be classified into 3 categories: muscular and well-balanced type; rich muscular and large-built type; and rich muscular and long-torso type. Compared with adult non-athletes, male athletes had less body fat and greater mass except for long-distance runners. The present results suggested that the athletes had body shapes suitable to their sporting events.

用因子分析法对男运动员体型进行分类。
本研究的目的是通过因子分析来评价运动员与成年非运动员的体型。研究对象为210名成年男性非运动员和485名高中年龄男性和成年运动员,他们参加了13个不同的体育项目。测量每个受试者的体质、皮褶厚度和身体成分。采用因子分析法对成年非运动员的测量值进行分析,并根据这些因素对运动员的体型进行分析。研究结果总结如下:1。从成人非运动员的测量值中提取了体脂、体重、腿长高比和长度四个主要因素,这四个因素可以解释总方差的88.5%。2. 采用聚类分析方法对不同体育项目之间的体型相似性进行分析。运动员的体型可分为3类:肌肉型、匀称型;肌肉发达,体型大;肌肉发达,躯干长。与成年非运动员相比,除了长跑运动员外,男性运动员的体脂更少,体重更大。目前的研究结果表明,运动员的体型适合他们的运动项目。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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