Chen Junjin, Zhai Shuaishuai, Xi Zenghui, Li Peilun, Zhang Shuolin
Department of Physical Education of the Graduate School, Myongji University, Yongin, South Korea.
College of Physical Education, Ludong University, Yantai, China.
Front Psychol. 2022 Jul 28;13:959213. doi: 10.3389/fpsyg.2022.959213. eCollection 2022.
Spectators have a significant impact on match performances in soccer, but to what extent crowd support contributes to the technical and physical performances remains unclear. This study aimed to (1) investigate the differences in terms of technical and physical performances with and without spectators; and (2) identify the key factors differentiating between win and loss when playing with and without the presence of an audience.
Our study examined 794 performance records from 397 matches during the 2019-2020 seasons in the Chinese Soccer Super League. The least absolute shrinkage and selection operator (LASSO)-logistic regression was utilized to select significant predictors. Using an independent -test and the Mann-Whitney non-parametric test explores the difference between matches with and without spectators. Key factors between win and loss were explored using univariate and multivariate logistic regression analyses.
Our study found that cross ( < 0.01, ES = -0.24), shots ( < 0.001, ES = -0.25), and shot accuracy ( < 0.05, ES = -0.18) displayed decreasing trends whereas sprint distances ( < 0.05, ES = 0.16) presented an increasing trend without spectators comparing with the crowd support. Moreover, the above three technical variables were the main factors differentiating between wins and losses. Similarly, team and opponent quality remained important potential factors affecting the match outcome.
Match outcome or team performance is determined by a myriad of factors, but there are clear differences in technical and physical performances between matches with and without the presence of an audience. Similarly, our study provides a better explanation for the impact of crowd support on match performances whereby coaches can deploy players and adjust match strategies for ultimate success.
观众对足球比赛表现有重大影响,但观众支持对技术和体能表现的贡献程度尚不清楚。本研究旨在:(1)调查有观众和无观众情况下技术和体能表现的差异;(2)确定在有观众和无观众比赛时区分胜负的关键因素。
我们的研究考察了2019 - 2020赛季中国足球超级联赛397场比赛中的794条表现记录。采用最小绝对收缩和选择算子(LASSO)逻辑回归来选择显著预测因子。使用独立样本t检验和曼 - 惠特尼非参数检验来探究有观众和无观众比赛之间的差异。通过单变量和多变量逻辑回归分析来探究胜负之间的关键因素。
我们的研究发现,与有观众支持相比,无观众时传中(P < 0.01,效应量ES = -0.24)、射门(P < 0.001,效应量ES = -0.25)和射门准确率(P < 0.05,效应量ES = -0.18)呈下降趋势,而冲刺距离(P < 0.05,效应量ES = 0.16)呈上升趋势。此外,上述三个技术变量是区分胜负的主要因素。同样,球队和对手的实力仍然是影响比赛结果的重要潜在因素。
比赛结果或球队表现由众多因素决定,但有观众和无观众比赛在技术和体能表现上存在明显差异。同样,我们的研究为观众支持对比赛表现的影响提供了更好的解释,据此教练可以部署球员并调整比赛策略以取得最终成功。