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Article

Power Indices Through Rotational Inertial Devices for Lower Extremity Profiling and Injury Risk Stratification in Professional Soccer Players: A Cross-Sectional Study

by
Álvaro Murillo-Ortiz
1,
Javier Raya-González
1,*,
Moisés Falces-Prieto
2,3,
Samuel López-Mariscal
3,4,5,
Francisco Javier Iglesias-García
3 and
Luis Manuel Martínez-Aranda
4,6
1
Research Group on Sport and Physical Education for Personal and Social Development (GIDEPSO), Department of Specific Didactics, Faculty of Education Sciences and Psychology, University of Córdoba, 14071 Córdoba, Spain
2
GIR07, Research Group in Physical Activity and Sports Sciences, University Isabel I, 09003 Burgos, Spain
3
High Performance Department KMSK Deinze, 9800 Deinze, Belgium
4
Department of Sports and Computer Sciences, Faculty of Sports Sciences, Universidad Pablo de Olavide, 41013 Seville, Spain
5
Research Group CTS563, Faculty of Education, Málaga University, 29071 Málaga, Spain
6
Science-Based Training Research Group (SEJ-680), Physical Performance and Sports Research Center, Universidad Pablo de Olavide, 41013 Seville, Spain
*
Author to whom correspondence should be addressed.
Diagnostics 2025, 15(13), 1691; https://doi.org/10.3390/diagnostics15131691
Submission received: 29 May 2025 / Revised: 28 June 2025 / Accepted: 29 June 2025 / Published: 2 July 2025

Abstract

Background/Objectives: Power indices may provide valuable information for performance and injury prevention in soccer players, so increasing the knowledge about them seems essential. Therefore, this study aimed to establish limb-specific normative values for flywheel-derived power indices in professional soccer players, while accounting for limb performance or ability, to explore the relationships between power indices across variables and to compare the power outcomes related to these indices between injured and non-injured players within four months post-assessment. Methods: Twenty-two male professional soccer players (age: 26.6 ± 4.6 years; competitive level: Belgian second division) were recruited from a single elite-tier club to participate in this cross-sectional diagnostic study. Participants underwent a standardized assessment protocol, executed in a rotational inertial device, comprising six unilateral exercises focused on the lower limbs: hip-dominant quadriceps (Qhip), knee-dominant quadriceps (Qknee), hip-dominant hamstrings (Hhip), knee-dominant hamstrings (Hknee), adductor (Add), and abductor (Abd). The testing session incorporated a randomized, counterbalanced design, with each exercise comprising two sets of eight maximal concentric–eccentric repetitions per limb. Leg dominance was operationally defined as the self-reported preferred limb for ball-striking tasks. Power indices were calculated from these exercises. Results: No significant differences in flywheel-derived power indices were found between limbs or between injured and non-injured players. However, significant correlations between indices were found in all power variables, with the Qhip:Qknee and Hhip:Hknee concentric ratios emerging as the most clinically actionable biomarkers for rapid screening. Conclusions: These results suggest the necessity of including more variables for injury prediction. Moreover, power indices could be considered based on the classification of limbs as “strong” or “weak”.
Keywords: lower musculoskeletal strength; power indices; injury prevention; dominant limb; professional soccer players lower musculoskeletal strength; power indices; injury prevention; dominant limb; professional soccer players

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MDPI and ACS Style

Murillo-Ortiz, Á.; Raya-González, J.; Falces-Prieto, M.; López-Mariscal, S.; Iglesias-García, F.J.; Martínez-Aranda, L.M. Power Indices Through Rotational Inertial Devices for Lower Extremity Profiling and Injury Risk Stratification in Professional Soccer Players: A Cross-Sectional Study. Diagnostics 2025, 15, 1691. https://doi.org/10.3390/diagnostics15131691

AMA Style

Murillo-Ortiz Á, Raya-González J, Falces-Prieto M, López-Mariscal S, Iglesias-García FJ, Martínez-Aranda LM. Power Indices Through Rotational Inertial Devices for Lower Extremity Profiling and Injury Risk Stratification in Professional Soccer Players: A Cross-Sectional Study. Diagnostics. 2025; 15(13):1691. https://doi.org/10.3390/diagnostics15131691

Chicago/Turabian Style

Murillo-Ortiz, Álvaro, Javier Raya-González, Moisés Falces-Prieto, Samuel López-Mariscal, Francisco Javier Iglesias-García, and Luis Manuel Martínez-Aranda. 2025. "Power Indices Through Rotational Inertial Devices for Lower Extremity Profiling and Injury Risk Stratification in Professional Soccer Players: A Cross-Sectional Study" Diagnostics 15, no. 13: 1691. https://doi.org/10.3390/diagnostics15131691

APA Style

Murillo-Ortiz, Á., Raya-González, J., Falces-Prieto, M., López-Mariscal, S., Iglesias-García, F. J., & Martínez-Aranda, L. M. (2025). Power Indices Through Rotational Inertial Devices for Lower Extremity Profiling and Injury Risk Stratification in Professional Soccer Players: A Cross-Sectional Study. Diagnostics, 15(13), 1691. https://doi.org/10.3390/diagnostics15131691

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