揭示了中国超级联赛球员表现的非线性动态,作为年龄的函数
Jun Cao1, Wei Zhang1, Changjing Zhou2
1School of Athletic Performance, Shanghai University of Sport, Shanghai, China.
Scientific reports
|July 9, 2024
概括
职业足球运动员的表现随着年龄的增长而发生非线性变化. 身体技能较早下降,而技术技能较晚达到顶峰,需要针对年龄的培训策略.
科学领域:
- 运动科学 运动科学 运动科学
- 人类绩效分析 人类绩效分析
- 足球运动员发展
背景情况:
- 了解与年龄相关的性能变化对于职业足球至关重要.
- 以前的研究经常显示线性下降,但可能存在非线性动态.
- 中国超级联赛提供了一个独特的数据集,用于分析不同年龄段的球员表现.
研究的目的:
- 调查职业足球运动员身体和技术表现的年龄相关动态.
- 确定不同绩效指标的不同年龄相关轨迹.
- 为不同的职业生涯阶段提供量身定制的培训和发展策略.
主要方法:
- 分析了1900场中国超级联赛的比赛,涵盖了10个赛季 (2012-2021).
- 收集和统计分析12个关键绩效指标 (物理和技术).
- 应用通用添加模型来可视化与年龄相关的绩效趋势.
主要成果:
- 观察到与年龄相关的非线性表现轨迹.
- 物理指标显示早期下降,稳定,并在30后稍后下降.
- 技术指标在20年代末/30年代初得到改善,然后下降.
结论:
- 足球运动员的表现演变是跨年龄组的非线性.
- 对于物理与技术性能变化存在不同的模式.
- 针对年龄的培训和发展对于优化球员职业生涯至关重要.
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