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首页> 外文期刊>Journal of Applied Biomechanics >Reliability of the Load-Velocity Relationship Obtained Through Linear and Polynomial Regression Models to Predict the 1-Repetition Maximum Load
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Reliability of the Load-Velocity Relationship Obtained Through Linear and Polynomial Regression Models to Predict the 1-Repetition Maximum Load

机译:通过线性和多项式回归模型获得的载荷-速度关系的可靠性,以预测1-重复最大载荷

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This study aimed to compare the between-session reliability of the load-velocity relationship between (1) linear versus polynomial regression models, (2) concentric-only versus eccentric-concentric bench press variants, as well as (3) the within participants versus the between-participants variability of the velocity attained at each percentage of the 1-repetition maximum. The load-velocity relationship of 30 men (age: 21.2 [3.8] y; height: 1.78 [0.07] m, body mass: 72.3 [7.3] kg; bench press 1-repetition maximum: 78.8 [13.2] kg) were evaluated by means of linear and polynomial regression models in the concentriconly and eccentric-concentric bench press variants in a Smith machine. Two sessions were performed with each bench press variant. The main findings were: (1) first-order polynomials (coefficient of variation: 4.39%-4.70%) provided the load-velocity relationship with higher reliability than the second-order polynomials (coefficient of variation: 4.68%-5.04%); (2) the reliability of the load-velocity relationship did not differ between the concentric-only and eccentric-concentric bench press variants; and (3) the within-participants variability of the velocity attained at each percentage of the 1-repetition maximum was markedly lower than the between-participants variability. Taken together, these results highlight that, regardless of the bench press variant considered, the individual determination of the load-velocity relationship by a linear regression model could be recommended to monitor and prescribe the relative load in the Smith machine bench press exercise.
机译:这项研究旨在比较(1)线性与多项式回归模型,(2)仅同心圆与偏心同心卧推变体之间以及(3)参与者内与参与者在1次重复最大值的每个百分比处达到的速度差异。通过以下方法评估了30名男性(年龄:21.2 [3.8] y;身高:1.78 [0.07] m,体重:72.3 [7.3] kg;卧推最大重复次数:78.8 [13.2] kg)的负荷-速度关系。 Smith机器中的同心圆和偏心-同心卧推变形中的线性和多项式回归模型的一种方法。每个卧推变体进行两次训练。主要发现是:(1)一阶多项式(变异系数:4.39%-4.70%)提供了比二阶多项式(变异系数:4.68%-5.04%)更高的载荷速度关系。 (2)仅同心卧式和偏心同心台式压力机之间,载荷-速度关系的可靠性没有差异; (3)在1次重复最大值的每个百分比处,参与者内部的速度变异性明显低于参与者之间的变异性。综上所述,这些结果突出表明,无论考虑哪种台式压力机变型,都可以建议通过线性回归模型对载荷-速度关系进行单独确定,以监测和规定Smith台式压力机练习中的相对载荷。

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