1ISSUL, Institute of Sport Sciences, University of Lausanne, Lausanne, SWITZERLAND; 2Department of Physiology, Faculty of Biology and Medicine, Institute of Sports Sciences, University of Lausanne, SWITZERLAND; and 3Athlete Health and Performance Research Centre, Aspetar, Qatar Orthopaedic and Sports Medicine Hospital, Research and Education Centre, Doha, QATAR.
Med Sci Sports Exerc. 2015 Feb;47(2):401-10. doi: 10.1249/MSS.0000000000000408.
The objective of this study was to investigate the effects of weather, rank, and home advantage on international football match results and scores in the Gulf Cooperation Council (GCC) region.
Football matches (n = 2008) in six GCC countries were analyzed. To determine the weather influence on the likelihood of favorable outcome and goal difference, generalized linear model with a logit link function and multiple regression analysis were performed.
In the GCC region, home teams tend to have greater likelihood of a favorable outcome (P < 0.001) and higher goal difference (P < 0.001). Temperature difference was identified as a significant explanatory variable when used independently (P < 0.001) or after adjustment for home advantage and team ranking (P < 0.001). The likelihood of favorable outcome for GCC teams increases by 3% for every 1-unit increase in temperature difference. After inclusion of interaction with opposition, this advantage remains significant only when playing against non-GCC opponents. While home advantage increased the odds of favorable outcome (P < 0.001) and goal difference (P < 0.001) after inclusion of interaction term, the likelihood of favorable outcome for a GCC team decreased (P < 0.001) when playing against a stronger opponent. Finally, the temperature and wet bulb globe temperature approximation were found as better indicators of the effect of environmental conditions than absolute and relative humidity or heat index on match outcomes.
In GCC region, higher temperature increased the likelihood of a favorable outcome when playing against non-GCC teams. However, international ranking should be considered because an opponent with a higher rank reduced, but did not eliminate, the likelihood of a favorable outcome.
本研究旨在探讨天气、排名和主场优势对海湾合作委员会(GCC)地区国际足球比赛结果和比分的影响。
分析了六个 GCC 国家的足球比赛(n=2008)。为了确定天气对有利结果和进球差的影响,采用了对数几率链接函数的广义线性模型和多元回归分析。
在 GCC 地区,主队更有可能取得有利结果(P<0.001)和更高的进球差(P<0.001)。当独立使用(P<0.001)或在调整主场优势和球队排名后(P<0.001)时,温差被确定为一个重要的解释变量。GCC 球队的有利结果的可能性每增加 1 个单位,就会增加 3%。在包括与对手的交互作用后,只有对阵非 GCC 对手时,这种优势仍然显著。尽管主场优势增加了有利结果(P<0.001)和进球差(P<0.001)的几率,但在对阵实力更强的对手时,GCC 球队的有利结果的可能性会降低(P<0.001)。最后,发现温度和湿球温度近似值是比绝对和相对湿度或热指数更好的环境条件对比赛结果影响的指标。
在 GCC 地区,对阵非 GCC 球队时,较高的温度增加了有利结果的可能性。然而,应该考虑国际排名,因为排名较高的对手会降低,但不会消除有利结果的可能性。