Publication: Potential Energy as an Alternative for Assessing Lower Limb Peak Power in Children: A Bayesian Hierarchical Analysis.
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Identifiers
Date
2022-05-18
Authors
Fernandez-Santos, Jorge R
Gutierrez-Manzanedo, Jose V
Arroyo-Garcia, Pelayo
Izquierdo-Jurado, Jose
Gonzalez-Montesinos, Jose L
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
MDPI
Abstract
The aim of this study was to analyze the use of potential energy (PE) as an alternative method to assess peak power of the lower limbs (PP) in children. 815 Spanish children (416 girls; 6-11 years old; Body Mass Index groups (n): underweight = 40, normal weight = 431, overweight = 216, obese = 128) were involved in this study. All participants performed a Countermovement Jump (CMJ) test. PP was calculated using Duncan (PPDUNCAN), Gomez-Bruton (PPGOMEZ) and PECMJ formulas. A model with PECMJ as the predictor variable showed a higher predictive accuracy with PPDUNCAN and PPGOMEZ than CMJ height (R2 = 0.99 and 0.97, respectively; ELPDdiff = 1037.0 and 646.7, respectively). Moreover, PECMJ showed a higher linear association with PPDUNCAN and PPGOMEZ across BMI groups than CMJ height (βPECMJ range from 0.67 to 0.77 predicting PPDUNCAN; and from 0.90 to 1.13 predicting PPGOMEZ). Our results provide further support for proposing PECMJ as an index to measure PP of the lower limbs, taking into account the children's weight and not only the height of the jump. Therefore, we suggest the use of PECMJ in physical education classes as a valid method for estimating PP among children when laboratory methods are not feasible.
Description
MeSH Terms
Bayes theorem
Child
Female
Humans
Lower extremity
Muscle strength
Child
Female
Humans
Lower extremity
Muscle strength
DeCS Terms
Extremidad inferior
Femenino
Fuerza muscular
Niño
Teorema de Bayes
Femenino
Fuerza muscular
Niño
Teorema de Bayes
CIE Terms
Keywords
Bayesian analysis, Children, Countermovement jump, Potential energy
Citation
Fernandez-Santos JR, Gutierrez-Manzanedo JV, Arroyo-Garcia P, Izquierdo-Jurado J, Gonzalez-Montesinos JL. Potential Energy as an Alternative for Assessing Lower Limb Peak Power in Children: A Bayesian Hierarchical Analysis. Int J Environ Res Public Health. 2022 May 22;19(10):6300