A Data Analytics Approach to Assess the Functional and Physical Performance of Female Soccer Players: A Cohort Design

Francisco Tomás González-Fernández, Alfonso Castillo-Rodríguez, Lorena Rodríguez-García, Filipe Manuel Clemente and Ana Filipa Silva
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Francisco Tomás González-Fernández: Department of Physical Education and Sports, Faculty of Education and Sport Sciences, Campus Melilla, University of Granada, 52006 Melilla, Spain
Alfonso Castillo-Rodríguez: Department of Physical Education and Sports, University of Granada, 18010 Granada, Spain
Lorena Rodríguez-García: Department of Physical Activity and Sport Sciences, Pontifical University of Comillas, 07013 Palma, Spain
Filipe Manuel Clemente: Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun’Álvares, 4900-347 Viana do Castelo, Portugal
Ana Filipa Silva: Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun’Álvares, 4900-347 Viana do Castelo, Portugal

IJERPH, 2022, vol. 19, issue 15, 1-14

Abstract: Background and Objectives: The aim of this study was twofold: (i) to observe the individual results of fitness status [countermovement jump (CMJ)], hop test, linear sprinting time, stride frequency, stride distance, force–power–velocity, peak power maximal and maximal speed, and repeated sprint ability (RSA) and functional performance (overhead squat, single-leg squat test, dumbbell hip-hinge, Thomas test, hip extension, and internal and external hip rotators) and (ii) to analyze the relationship between anthropometrical measures and values of fitness status with % of difference in the Thomas test, hip extension, and internal and external hip rotators. Materials and Methods: The study followed a cohort design. Sixteen female soccer players competing in the second division of the Spanish league were monitored during the first days of the pre-season. These players were evaluated three times during the preseason of the cohort period. The dataset showed a negative moderate correlation between time and percentage of difference in hip angle and another positive moderate correlation between maximal sprint and percentage of difference in hip angle (r = −0.54, p = 0.02 and r = 0.53, p = 0.04), respectively. The correlations of stride time and distance with hip extension are interesting, as professional soccer players should have higher levels of hip flexor flexibility during the stride phase, recoil of the instep kick action.

Keywords: football; functional performance; physical performance; sports training; female soccer players (search for similar items in EconPapers)
JEL-codes: I I1 I3 Q Q5 (search for similar items in EconPapers)
Date: 2022
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