Decoding Success: Predictive Analysis of UEFA Euro 2024 to Uncover Key Factors Influencing Soccer Match Outcomes

被引:0
|
作者
Stafylidis, Andreas [1 ]
Mandroukas, Athanasios [1 ]
Michailidis, Yiannis [1 ]
Metaxas, Thomas I. [1 ]
机构
[1] Aristotle Univ Thessaloniki, Dept Phys Educ & Sports Sci, Lab Evaluat Human Biol Performance, Thessaloniki 57001, Greece
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 17期
关键词
soccer metrics; video analysis; logistic regression; success prediction; performance indicators; football; technical demands; physical demands; notational analysis; total distance; PERFORMANCE INDICATORS; LOSING TEAMS; PASSING SEQUENCES; CHAMPIONSHIP; DISCRIMINATE; STATISTICS; PLAYERS; LEAGUE; GOALS;
D O I
10.3390/app14177740
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This study presents the analysis of the UEFA Euro 2024 in Germany, focusing on the impact of the first goal on match outcomes, goal distribution between halves and quarters, and the relationship between offensive, defensive, and goalkeeping metrics and match outcomes. Moreover, a regression model is developed to identify the key factors that significantly contribute to teams' success. The analysis of the 36 group stage matches revealed that scoring the first goal significantly increased the likelihood of a positive match outcome. There were no significant differences between goals scored in the first and second halves or per 15 min of the game. Kruskal-Wallis tests highlighted that winning teams had more assists, attempts on target and runs into the penalty area. Defensive metrics showed that winning teams recovered more balls, while goalkeeping metrics revealed that winning teams had more clean sheets. The logistic regression model identified "Attempts on Target" and "Passes into Attacking Third" as significant positive predictors of winning, while "Attempts on Target Outside Area" and "Crosses Attempted" were negative predictors. These findings offer valuable insights for coaching staff to develop strategies focusing on key performance indicators that enhance the likelihood of winning.
引用
收藏
页数:13
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