Evaluating the pinnacle of football match key statistics as in‐play information for determining the match outcome of Europe's foremost leagues

IF 1.8 3区 社会学 Q2 POLITICAL SCIENCE Social Science Quarterly Pub Date : 2024-03-13 DOI:10.1111/ssqu.13364
Fan Xiaoyu, Wang Shasha
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Abstract

ObjectivesThe purpose of this study is to evaluate the pinnacle of football match key statistics as in‐play information for determining the match outcome of Europe's foremost leagues, namely those in England, Scotland, Spain, Germany, Italy, France, Portugal, Belgium, Turkey, the Netherlands, and Greece. The study analyzed a sample of 98,849 matches across all sports leagues from the 2002/2003 to 2023/2024 seasons.MethodsThe techniques employed include the zero‐inflated Poisson regression model and generalized ordered logit/partial proportional odds (gologit/ppo) models.ResultsThe findings revealed that, for both home and away teams, the number of shots, shots on target, corners, and the changes from one season to another, as well as the occurrence of Covid‐19, are factors that encourage goal scoring. On the other hand, fouls committed, yellow cards, and red cards act as limiting factors for goal scoring. The effects are higher in the full‐time play than in the halftime. However, the impact of the number of goals scored in the last match and the effect of Covid‐19 are negligible for the home and away teams, respectively. Moreover, when comparing the impacts specifically within home teams and within away teams, it was found that yellow and red cards are highly detrimental, while the positive impact of shots on target surpasses these and other factors in home teams. In contrast, for away teams, the negative impact of yellow and red cards is more significant than any other factor.ConclusionFootball match key statistics including the number of shots, shots on target, corners, change from one season to another, fouls committed, yellow cards, red cards, last match outcome, and occurrence of Covid‐19 are essential determinants of the match outcome whether a team is at home or way but the impact is higher during the second half of the play.
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评估顶级足球比赛的关键统计数据,将其作为决定欧洲顶级联赛比赛结果的即时信息
本研究的目的是评估足球比赛关键统计数据的巅峰水平,将其作为欧洲最重要联赛(即英格兰、苏格兰、西班牙、德国、意大利、法国、葡萄牙、比利时、土耳其、荷兰和希腊的联赛)的比赛结果的赛内信息。研究分析了从 2002/2003 赛季到 2023/2024 赛季所有体育联赛的 98,849 场比赛样本。研究方法采用的技术包括零膨胀泊松回归模型和广义有序对数/部分比例赔率(gologit/ppo)模型。结果研究结果显示,对于主队和客队而言,射门次数、射正次数、角球次数、从一个赛季到另一个赛季的变化以及 Covid-19 的出现都是促进进球的因素。另一方面,犯规、黄牌和红牌则是限制进球的因素。这种影响在全场比赛中比在半场比赛中更大。不过,上一场比赛进球数的影响和 Covid-19 的影响对主队和客队的影响分别可以忽略不计。此外,在比较主队和客队的具体影响时发现,黄牌和红牌对主队非常不利,而射中目标的积极影响则超过了这些因素和其他因素。结论足球比赛的关键统计数据,包括射门次数、射正次数、角球次数、各赛季的变化、犯规次数、黄牌、红牌、上一场比赛结果以及 Covid-19 的出现,无论球队是在主场还是客场,都是决定比赛结果的重要因素,但在下半场比赛中影响更大。
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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
111
期刊介绍: Nationally recognized as one of the top journals in the field, Social Science Quarterly (SSQ) publishes current research on a broad range of topics including political science, sociology, economics, history, social work, geography, international studies, and women"s studies. SSQ is the journal of the Southwestern Social Science Association.
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