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解读青少年的有氧适能:比率尺度的谬误

Interpreting Aerobic Fitness in Youth: The Fallacy of Ratio Scaling.

作者信息

Welsman Jo, Armstrong Neil

机构信息

1 University of Exeter.

出版信息

Pediatr Exerc Sci. 2019 May 1;31(2):184-190. doi: 10.1123/pes.2018-0141. Epub 2018 Oct 17.

Abstract

In this paper, we draw on cross-sectional, treadmill-determined, peak oxygen uptake data, collected in our laboratory over a 20-year period, to examine whether traditional per body mass (ratio) scaling appropriately controls for body size differences in youth. From an examination of the work of pioneering scientists and the earliest studies of peak oxygen uptake, we show how ratio scaling appears to have no sound scientific or statistical rationale. Using simple methods based on correlation and regression, we demonstrate that the statistical relationships, which are assumed in ratio scaling, are not met in groups of similar aged young people. We also demonstrate how sample size and composition can influence relationships between body mass and peak oxygen uptake and show that mass exponents derived from log-linear regression effectively remove the effect of body mass. Indiscriminate use of ratio scaling to interpret young people's fitness, to raise "Clinical Red Flags", and to assess clinical populations concerns us greatly, as recommendations and conclusions based upon this method are likely to be spurious. We urge those involved with investigating youth fitness to reconsider how data are routinely scaled for body size.

摘要

在本文中,我们利用在我们实验室20年期间收集的横断面、跑步机测定的峰值摄氧量数据,来检验传统的按体重(比率)缩放是否能适当地控制青少年身体大小差异的影响。通过考察先驱科学家的研究工作以及对峰值摄氧量的最早研究,我们表明比率缩放似乎没有合理的科学或统计学依据。使用基于相关性和回归的简单方法,我们证明在年龄相仿的青少年群体中,比率缩放所假定的统计关系并不成立。我们还展示了样本大小和组成如何影响体重与峰值摄氧量之间的关系,并表明从对数线性回归得出的质量指数能有效消除体重的影响。不加区分地使用比率缩放来解释青少年的健康状况、提出“临床警示信号”以及评估临床人群,这让我们深感担忧,因为基于这种方法的建议和结论很可能是虚假的。我们敦促那些参与青少年健康状况调查的人员重新考虑如何常规地对身体大小数据进行缩放。

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