Nevill Alan M, Whyte Gregory
Research Institute of Healthcare Sciences, University of Wolverhampton, Walsall, West Midlands, United Kingdom.
Med Sci Sports Exerc. 2005 Oct;37(10):1785-8. doi: 10.1249/01.mss.0000181676.62054.79.
Previous researchers have adopted linear models to predict athletic running world records, based on records recorded throughout the 20th century. These linear models imply that there is no limit to human performance and that, based on projected estimates, women will eventually run faster than men. The purpose of this article is to assess whether a more biologically sound, flattened "S-shaped" curve could provide a better and more interpretable fit to the data, suggesting that running world records could reach their asymptotic limits some time in the future.
Middle- and long-distance running world record speeds recorded during the 20th century were modeled using a flattened S-shaped logistic curve.
The logistic curves produce significantly better fits to these world records than linear models (assessed by separating/partitioning the explained variance from the logistic and linear models using ANOVA). The models identify a slow rise in world-record speeds during the early year of the century, followed by a period of "acceleration" in the middle of the century (due to the professionalization of sport and advances in technology and science), and a subsequent reduction in the prevalence of record-breaking performances towards the end of the century. The model predicts that men's world records are nearing their asymptotic limits (within 1-3%). Indeed, the current women's 1500-m world record speed of 6.51 m x s(-1) may well have reached its limit (time 3:50.46).
Many of the established men's and women's endurance running world records are nearing their limits and, consequently, women's world records are unlikely to ever reach those achieved by men.
此前的研究人员采用线性模型,基于整个20世纪记录的成绩来预测田径跑步世界纪录。这些线性模型意味着人类成绩没有极限,并且根据预测估计,女性最终将比男性跑得更快。本文的目的是评估一条生物学上更合理的扁平“S形”曲线是否能更好且更具解释性地拟合数据,这表明跑步世界纪录可能会在未来某个时候达到其渐近极限。
使用扁平S形逻辑曲线对20世纪记录的中长跑世界纪录速度进行建模。
与线性模型相比,逻辑曲线对这些世界纪录的拟合效果显著更好(通过使用方差分析将逻辑模型和线性模型的解释方差分开/划分来评估)。这些模型表明,世纪初世界纪录速度增长缓慢,随后在世纪中叶出现一段“加速期”(由于体育职业化以及技术和科学进步),而到世纪末破纪录成绩的发生率随后下降。该模型预测男子世界纪录已接近其渐近极限(在1 - 3%以内)。实际上,目前女子1500米世界纪录速度6.51米×秒⁻¹很可能已达到极限(时间3:50.46)。
许多现有的男子和女子耐力跑世界纪录已接近极限,因此,女子世界纪录不太可能达到男子所创造的成绩。