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Determination of ventilatory threshold through quadratic regression analysis.

机译:通过二次回归分析确定通气阈值。

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Ventilatory threshold (VT) has been used to measure physiological occurrences in athletes through models via gas analysis with limited accuracy. The purpose of this study is to establish a mathematical model to more accurately detect the ventilatory threshold using the ventilatory equivalent of carbon dioxide (VE/VCO2) and the ventilatory equivalent of oxygen (VE/Vo2). The methodology is primarily a mathematical analysis of data. The raw data used were archived from the cardiorespiratory laboratory in the Department of Kinesiology at Midwestern State University. Procedures for archived data collection included breath-by-breath gas analysis averaged every 20 seconds (ParVoMedics, TrueMax 2400). A ramp protocol on a Velotron bicycle ergometer was used with increased work at 25 W.min beginning with 150 W, until volitional fatigue. The subjects consisted of 27 healthy, trained cyclists with age ranging from 18 to 50 years. All subjects signed a university approved informed consent before testing. Graphic scatterplots and statistical regression analyses were performed to establish the crossover and subsequent dissociation of VE/Vo2 to VE/VCO2. A polynomial trend line along the scatterplots for VE/VO2 and VE/VCO2 was used because of the high correlation coefficient, the coefficient of determination, and trend line. The equations derived from the scatterplots and trend lines were quadratic in nature because they have a polynomial degree of 2. A graphing calculator in conjunction with a spreadsheet was used to find the exact point of intersection of the 2 trend lines. After the quadratic regression analysis, the exact point of VE/Vo2 and VE/VCO2 crossover was established as the VT. This application will allow investigators to more accurately determine the VT in subsequent research.
机译:通气阈值(VT)已被用于通过气体分析通过模型以有限的精度测量运动员的生理状况。这项研究的目的是建立一个数学模型,以使用二氧化碳的通气当量(VE / VCO2)和氧气的通气当量(VE / Vo2)更准确地检测通气阈值。该方法主要是对数据进行数学分析。使用的原始数据是从中西部州立大学运动学系的心肺实验室存档的。存档数据收集的程序包括每20秒平均进行一次呼吸气体分析(ParVoMedics,T​​rueMax 2400)。使用Velotron自行车测功机上的坡道规程,从150 W开始以25 W.min的速度增加功,直到产生疲劳。受试者包括27位健康,训练有素的自行车手,年龄在18至50岁之间。测试前,所有受试者均签署大学批准的知情同意书。进行图形散点图和统计回归分析以建立VE / Vo2与VE / VCO2的交叉和随后的解离。由于相关系数,确定系数和趋势线较高,因此沿VE / VO2和VE / VCO2的散点图使用了多项式趋势线。从散点图和趋势线得出的方程式实际上是二次的,因为它们的多项式为2。使用了一个图形计算器和一个电子表格来查找两条趋势线的确切交点。经过二次回归分析,确定了VE / Vo2和VE / VCO2交叉的确切点。该应用程序将使研究者能够在随后的研究中更准确地确定室速。

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