Environmental and venue-related factors affecting the performance of elite male track athletes

Stephen C. Hollings, Will G. Hopkins, Patria A. Hume
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引用次数: 27

Abstract

The effects of environmental and other venue-related factors need to be taken into account when tracking an individual athlete's competitive performance. We report the effects of such factors on the performances of elite male track athletes. Performance times throughout the athletic careers of male track athletes placed in the top 16 of their event in at least one Olympic Games or World Championship between 2000 and 2009 were downloaded from the athletics results database at tilastopaja.org. In the 10 running events (100 m through 10,000 m, including hurdles and steeplechase), there were 619 athletes with 43,999 performances, all with enviromental and venue-related information. Times for a given event were log-transformed to estimate percent effects in a mixed linear model with fixed effects for the environmental and venue-related factors and random effects for within-athlete race-to-race variability and individual athlete performance progression. After adjustment for quadratic trends for year of competition and each athlete's age, the model provided estimates of effects of standard of competition (Olympics and World Championships vs other competitions), altitude (sea level vs ≥ 1000 m), timing method (electronic vs stopwatch), wind speed (greater than vs less than 2 m · s–1), and venue (outdoors vs indoors). Uncertainty in estimates of environmental effects expressed as 99% confidence limits was sufficiently small (at most ±0.9%) for almost all outcomes to be clear when interpreted in relation to smallest important changes (0.3–0.5%). Olympics and World Championships produced substantially faster times for events up to 400 m (0.7–0.8%) but slower times for the 1500 m, 5000 m, and 10,000 m events (0.6%, 1.2%, and 0.2% respectively), presumably reflecting differences in preparation or pacing. Altitude produced substantially faster times in some 100 m, 200 m, 400 m, and hurdle events (0.1–0.5%) but substantially slower times in longer races (1.1–2.4%), reflecting opposing effects of altitude on air resistance and aerobic power. Stopwatch times were faster for sprints (0.3–0.5%) but slower for 1500 m and longer events (0.6–2.1%), possibly because of bias in reaction time and confounding by standard of competition. A typical trailing wind of 2 m · s–1 conferred small benefits (0.5–0.8%) on the three sprint events where wind speed was recorded. Indoor events were consistently slower (1.6–2.3%), a likely consequence of tight bends. In conclusion, use of these environmental and venue-related effects to adjust performances of male track athletes will make comparative assessment of all their performances more meaningful.

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环境与场地因素对优秀男子田径运动员成绩的影响
在跟踪运动员的竞技表现时,需要考虑环境和其他场地相关因素的影响。我们报告了这些因素对优秀男子田径运动员成绩的影响。从tilastopaja.org的田径成绩数据库中下载了2000年至2009年期间至少一届奥运会或世界锦标赛中排名前16位的男子田径运动员的成绩时间。在10个跑步项目(100米到10000米,包括跨栏和障碍)中,有619名运动员进行了43999次表演,所有项目都与环境和场地有关。对给定项目的时间进行对数变换,以估计混合线性模型中的百分比效应,该模型对环境和场地相关因素具有固定效应,对运动员内部比赛变异性和运动员个人表现进步具有随机效应。在调整了比赛年份和每个运动员年龄的二次趋势后,该模型提供了对比赛标准(奥运会和世锦赛与其他比赛)、海拔(海平面与≥1000米)、计时方法(电子与秒表)、风速(大于或小于2米·s-1)和场地(室外与室内)的影响的估计。以99%置信限表示的环境影响估计的不确定性足够小(最多±0.9%),当与最小的重要变化(0.3-0.5%)进行解释时,几乎所有结果都是清晰的。奥运会和世锦赛在400米项目上的成绩要快得多(0.7-0.8%),但在1500米、5000米和10000米项目上的成绩要慢得多(分别为0.6%、1.2%和0.2%),这可能反映了准备或速度的差异。在一些100米、200米、400米和跨栏项目中,海拔高度会显著提高成绩(0.1% - 0.5%),但在长距离比赛中则显著降低成绩(1.1% - 2.4%),这反映了海拔高度对空气阻力和有氧能力的相反影响。秒表计时在短跑中更快(0.3-0.5%),但在1500米和更长的项目中更慢(0.6-2.1%),可能是由于反应时间的偏差和比赛标准的混淆。典型的尾随风为2 m·s-1,对记录风速的三个短跑项目有较小的好处(0.5-0.8%)。室内项目的速度一直较慢(1.6-2.3%),这可能是紧弯的结果。综上所述,利用这些环境效应和场地效应来调整男子田径运动员的成绩,将使其各项成绩的比较评估更有意义。
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