RT journal article T1 Potential Energy as an Alternative for Assessing Lower Limb Peak Power in Children: A Bayesian Hierarchical Analysis A1 Fernández Santos, Jorge del Rosario A1 Gutiérrez Manzanedo, José Vicente A1 Arroyo García, Pelayo A1 Izquierdo Jurado, José A1 González Montesinos, José Luis A2 Didáctica de la Educación FísicaPlástica y Musical K1 children K1 countermovement jump K1 potential energy K1 Bayesian analysis AB 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 (R-2 = 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 (beta(PECMJ) 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. PB MDPI SN 1660-4601 YR 2022 FD 2022-05 LK http://hdl.handle.net/10498/27209 UL http://hdl.handle.net/10498/27209 LA eng DS Repositorio Institucional de la Universidad de Cádiz RD 21-sep-2026