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Article

Relationship between Physical Demands and Player Performance in Professional Female Basketball Players Using Inertial Movement Units

by
Javier Espasa-Labrador
1,2,3,4,
Carlos Martínez-Rubio
5,6,
José María Oliva-Lozano
7,
Julio Calleja-González
8,9,
Marta Carrasco-Marginet
1 and
Azahara Fort-Vanmeerhaeghe
10,11,*
1
INEFC-Barcelona Research Group on Sport Sciences (GRCE), National Institute of Physical Education of Catalonia (INEFC), University of Barcelona (UB), 08038 Barcelona, Spain
2
Physical Preparation and Load Monitoring Department, Football Club Barcelona, 08028 Barcelona, Spain
3
Barça Innovation Hub, Football Club Barcelona, 08028 Barcelona, Spain
4
Road to Performance Center, 15007 Coruña, Spain
5
Department of Education, Faculty of Education Sciences, University of Almeria, 04120 Almería, Spain
6
SPORT Research Group (CTS-1024), CIBIS, Research Center, University of Almería, 04120 Almería, Spain
7
Health Research Centre, University of Almería, 04120 Almería, Spain
8
Department of Physical Education and Sport, Faculty of Education and Sport, University of the Basque Country, 01007 Vitoria, Spain
9
Faculty of Kinesiology, University of Zagreb, 10110 Zagreb, Croatia
10
FPCEE Blanquerna, SAFE Research Group, Ramon Llull University, 08022 Barcelona, Spain
11
Segle XXI Female Basketball Team, Catalan Federation of Basketball, 08950 Esplugues de Llobregat, Spain
*
Author to whom correspondence should be addressed.
Sensors 2024, 24(19), 6365; https://doi.org/10.3390/s24196365
Submission received: 20 August 2024 / Revised: 28 September 2024 / Accepted: 30 September 2024 / Published: 30 September 2024
(This article belongs to the Special Issue Intelligent Medical Sensors and Applications)

Abstract

Load monitoring has been identified as a valuable tool for optimizing training planning and minimizing injury risk. This study’s aim was divided into two main objectives: (1) to describe the physical demands during official competition through IMU (inertial movement unit) metrics and (2) to investigate the relationship between basketball statistics and these physical demands. Twelve female highly trained basketballers (26.5 ± 5.3 years, 180 ± 7.1 cm, and 73.6 ± 10.3 kg) were monitored during four official games. Our results indicate that games with more frequent possession changes, particularly those driven by steals and turnovers, exhibit higher physical demands. Additionally, longer game durations were associated with longer recovery time while maintaining similar active time and physical load. Players who assume prominent shooting roles face greater conditional demands, such as increased jumps and impacts, even with equal playing time. These findings suggest that IMUs provide valuable insights into high-intensity actions and patterns, indicating a direct association between physical load and player performance in professional female basketball. This study also highlights the potential for professionals to better manage workload and understand player demands using these insights, even in the absence of in-game sensor data. Our research underscores the importance of contextual analysis in sports performance studies, encouraging future investigations into game phases and their specific physical demands.
Keywords: external load; basketball performance; wearable sensors; EPTS external load; basketball performance; wearable sensors; EPTS

Share and Cite

MDPI and ACS Style

Espasa-Labrador, J.; Martínez-Rubio, C.; Oliva-Lozano, J.M.; Calleja-González, J.; Carrasco-Marginet, M.; Fort-Vanmeerhaeghe, A. Relationship between Physical Demands and Player Performance in Professional Female Basketball Players Using Inertial Movement Units. Sensors 2024, 24, 6365. https://doi.org/10.3390/s24196365

AMA Style

Espasa-Labrador J, Martínez-Rubio C, Oliva-Lozano JM, Calleja-González J, Carrasco-Marginet M, Fort-Vanmeerhaeghe A. Relationship between Physical Demands and Player Performance in Professional Female Basketball Players Using Inertial Movement Units. Sensors. 2024; 24(19):6365. https://doi.org/10.3390/s24196365

Chicago/Turabian Style

Espasa-Labrador, Javier, Carlos Martínez-Rubio, José María Oliva-Lozano, Julio Calleja-González, Marta Carrasco-Marginet, and Azahara Fort-Vanmeerhaeghe. 2024. "Relationship between Physical Demands and Player Performance in Professional Female Basketball Players Using Inertial Movement Units" Sensors 24, no. 19: 6365. https://doi.org/10.3390/s24196365

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