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  4. A Multivariate Regression and Discriminant Canonical Analysis of Isometric Mid-Thigh Pull Performance in Cadet Inline Speed Skaters
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A Multivariate Regression and Discriminant Canonical Analysis of Isometric Mid-Thigh Pull Performance in Cadet Inline Speed Skaters

Journal
Motricidade
ISSN
1646-107X
Date Issued
2022
Author(s)
Aedo-Munoz, E  
DOI
https://doi.org/10.6063/motricidade.24626
Abstract
This study measured the peak force (PF) in cadet inline speed skaters (ISS) and verified the physical measures that determine athletes performance on the Isometric Mid-Thigh Pull Test (IMTP) through a multivariate regression and discriminant canonical analysis. A total of 36 high-performance male (n= 18; age= 17.4± 1.21 years; body mass= 65.1± 6.18 kg; height= 168.6± 5.1 cm) and female (n= 18; age= 17.4± 1.23 years; body mass= 55.5± 4.4 kg; height= 158.6± 5.2 cm) athletes were measured two times (with a 3-day interval). All participants performed the IMTP and sit-and-reach (SR) tests, and an evaluator performed anthropometric circumference measurements on their thighs and calves. The main results indicated that males showed a higher PF on the test (m= 59.0± 3.9 N/kg vs. f= 50.4± 5.8 N/kg; p≤ 0.001) and retest (m= 59.1± 4.2 N/kg vs. f= 51.9± 6.6 N/kg; p≤ 0.001). In the first, thigh circumference (X2= 29.01, p≤ 0.001, R2= 0.74) had an overall 91.7% prediction. The second model included using the SR and thigh circumference (X2= 49.91, p≤ 0.001, R2= 1.0) showed an overall prediction of 100.0%. The thigh circumference matrix showed better predictive power for (coefficient= 7.158) male and female IMTP performance. In conclusion, despite the gender differences, the thigh circumference is a good predictor for PF in cadet ISS athletes. © 2022 University of Beira Interior. All rights reserved.
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