智能跳绳对超重中学生体质指数或健康体质的影响及相关研究

Jiao Cao, Yun Duan
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摘要

近年来,随着云计算、大数据、物联网、虚拟现实等新兴技术在各行各业的不断融合,信息技术已经融入体育领域。基于可视化、个性化和精准化的智能跳绳已经出现。本研究旨在探讨12周智能跳绳运动对超重中学生BMI和健康相关体质的影响,并分析BMI与健康相关体质的相关性。随机招募60名超重中学生(男30名,女30名)参加实验。每组进行智能跳绳训练,为期12周,每周5次,每天15分钟。在训练期间,受试者没有接受任何其他特定的体育锻炼。在训练前后测定身体组成、生命容量、50速冲刺、引体向上(男)、屈腿仰卧起坐(女)、800米(女)/1000米跑(男)、坐伸、立定跳远。采用立方回归、S回归和logistic回归来确定BMI与健康相关体质的相关性。结果:经过12周的训练,BMI(女性)、生命容量体重指数、50米短跑、引体向上(男性)、屈腿仰卧起坐(女性)、800米/1000米跑(男性)、立定跳远均有显著性差异。训练前后,超重中学生三次回归模型的r平方值分别优于S回归模型和logistic回归模型。综上所述,本研究提示,12周的智能跳绳运动可以改善超重中学生的BMI、心肺功能、爆发力和肌力,并能促进BMI与健康体质指标的相关性,其中超重男生的影响程度大于超重女生。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research of Effects of Intelligent Rope Skipping on BMI or Health-related Physical Fitness among Overweight Middle School Students and the Correlation
In recent years, with the continuous integration of cloud computing, big data, internet of things, virtual reality and other emerging technologies in all walks of life, information technology had been integrated into the field of sports. Intelligent rope skipping had emerged based on the visualization, personalization and precision. The purpose of this study was to investigate the effects of 12 weeks of intelligent rope skipping on BMI and health-related physical fitness, and to analyze the correlation of BMI and health-related physical fitness for overweight middle school students. 60 overweight middle school students (30 in male, and 30 in female) were randomly recruited to take part in the experiment. Each group was arranged to intelligent rope skipping for 12 weeks, 5 times a week, and 15 min per day. During the training, subjects did not receive any other specific physical exercise. Body composition, vital capacity, 50speed sprint, pull-up(in male), bent-leg sit-up(in female), 800m(in female)/1000-m run(in male), sit and reach and standing long jump were determined before and after the training. The cubic, S and logistics regression were used to determine the correlation of BMI and healthy-related physical fitness. As the results, BMI (in female), vital capacity weight index, 50-m sprint, pull-up(in male), bent-leg sit-up(in female), 800-m(in female) /1000-m run(in male), standing long jump were significant difference after 12-week training. Before and After training, the R-squared value of the cubic regression model in overweight middle school students was superior to those of the S regression model, and logistic regression model respectively. In conclusion, this study suggests that 12 weeks of intelligent rope skipping could improve BMI, cardiopulmonary function, explosive force, and muscular strength of overweight middle school students, and it could promote the correlation between BMI and health-related physical fitness indicators, among which the influence degree of overweight boys was more than overweight girls.
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