Characterization and sex-related differences in the multi-location external workload profile of semiprofessional basketball players. A cross-sectional study

References

• Akenhead, R., & Nassis, G. P. (2016). Training load and player monitoring in high-level football: Current practice and perceptions. International Journal of Sports Physiology and Performance, 11(5), 587–593. doi:10.1123/ijspp.2015-0331
   PubMed Web of Science ®Google Scholar
• Andreoli, C. V., Chiaramonti, B. C., Biruel, E., Pochini, A. d. C., Ejnisman, B., & Cohen, M. (2018). Epidemiology of sports injuries in basketball: Integrative systematic review. BMJ Open Sport & Exercise Medicine, 4(1), e000468. doi:10.1136/bmjsem-2018-000468
   PubMedGoogle Scholar
• Bastida Castillo, A., Gómez Carmona, C. D., Pino Ortega, J., & de la Cruz Sánchez, E. (2017). Validity of an inertial system to measure sprint time and sport task time: A proposal for the integration of photocells in an inertial system. International Journal of Performance Analysis in Sport, 17(4), 600–608. doi:10.1080/24748668.2017.1374633
   Web of Science ®Google Scholar
• Bosco, C., Komi, P. V., Tihanyi, J., Fekete, G., & Apor, P. (1983). Mechanical power test and fiber composition of human leg extensor muscles. European Journal of Applied Physiology and Occupational Physiology, 51(1), 129–135.
   PubMed Web of Science ®Google Scholar
• Bowen, L., Gross, A. S., Gimpel, M., & Li, F.-X. (2017). Accumulated workloads and the acute: Chronic workload ratio relate to injury risk in elite youth football players. British Journal of Sports Medicine, 51(5), 452–459. doi:10.1136/bjsports-2015-095820
   PubMed Web of Science ®Google Scholar
• Bruening, D. A., Baird, A. R., Weaver, K. J., & Rasmussen, A. T. (2020). Whole body kinematic sex differences persist across non-dimensional gait speeds. PLOS ONE, 15(8), e0237449. doi:10.1371/journal.pone.0237449
   PubMed Web of Science ®Google Scholar
• Bruening, D. A., Frimenko, R. E., Goodyear, C. D., Bowden, D. R., & Fullenkamp, A. M. (2015). Sex differences in whole body gait kinematics at preferred speeds. Gait & Posture, 41(2), 540–545. doi:10.1016/j.gaitpost.2014.12.011
   PubMed Web of Science ®Google Scholar
• Chambers, R., Gabbett, T. J., Cole, M. H., & Beard, A. (2015). The use of wearable microsensors to quantify sport-specific movements. Sports Medicine, 45(7), 1065–1081. doi:10.1007/s40279-015-0332-9
   PubMed Web of Science ®Google Scholar
• Cohen, J. (1988). Chapter 8. The analysis of variance and covariance. In J. Cohen (Ed.), Statistical power analysis for the behavioral sciences (2nd ed., pp. 273–406). New York: Lawrence Erlbaum Associates.
   Google Scholar
• Courtine, G., & Schieppati, M. (2003). Human walking along a curved path. II. Gait features and EMG patterns. European Journal of Neuroscience, 18(1), 191–205. doi:10.1046/j.1460-9568.2003.02737.x
   PubMed Web of Science ®Google Scholar
• Dalen, T., Jørgen, I., Gertjan, E., Havard, H. G., & Ulrik, W. (2016). Player Load, acceleration, and deceleration during forty-five competitive matches of elite soccer. The Journal of Strength & Conditioning Research, 30(2), 351–359. doi:10.1519/JSC.0000000000001063
   PubMed Web of Science ®Google Scholar
• Decker, M. J., Torry, M. R., Wyland, D. J., Sterett, W. I., & Richard Steadman, J. (2003). Gender differences in lower extremity kinematics, kinetics and energy absorption during landing. Clinical Biomechanics (Bristol, Avon), 18(7), 662–669. doi:10.1016/s0268-0033(03)00090-1
   PubMed Web of Science ®Google Scholar
• Delahunt, E., Chawke, M., Kelleher, J., Murphy, K., Prendiville, A., Sweeny, L., & Patterson, M. (2013). Lower limb kinematics and dynamic postural stability in anterior cruciate ligament-reconstructed female athletes. Journal of Athletic Training, 48(2), 172–185. doi:10.4085/1062-6050-48.2.05
   PubMed Web of Science ®Google Scholar
• Fox, J. L., Scanlan, A. T., & Stanton, R. (2017). A review of player monitoring approaches in basketball: Current trends and future directions. Journal of Strength and Conditioning Research, 31(7), 2021–2029. doi:10.1519/JSC.0000000000001964
   PubMed Web of Science ®Google Scholar
• Gastin, P. B., Hunkin, S. L., Fahrner, B., & Robertson, S. (2019). Deceleration, acceleration, and impacts are strong contributors to muscle damage in professional Australian football. Journal of Strength and Conditioning Research, Epub: Ahead of print, 10. doi:10.1519/JSC.0000000000003023
   Google Scholar
• Gómez, M. A., Ibáñez, S. J., Parejo, I., & Furley, P. (2017). The use of classification and regression tree when classifying winning and losing basketball teams. Kinesiology, 49(1), 47–56. doi:10.26582/k.49.1.9
   Web of Science ®Google Scholar
• Gómez-Carmona, C. D., Bastida-Castillo, A., García-Rubio, J., Ibáñez, S. J., & Pino-Ortega, J. (2019). Static and dynamic reliability of WIMU PROTM accelerometers according to anatomical placement. Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, 233(2), 238–248. doi:10.1177/1754337118816922
   Web of Science ®Google Scholar
• Gomez-Carmona, C. D., Bastida-Castillo, A., González-Custodio, A., Olcina, G., & Pino-Ortega, J. (2020a). Using an inertial device (WIMU PROTM) to quantify neuromuscular load in running: Reliability, convergent validity and the influence of type of surface and device location. The Journal of Strength and Conditioning Research, 34(2), 365–373. doi:10.1519/JSC.0000000000003106
   PubMed Web of Science ®Google Scholar
• Gómez-Carmona, C. D., Bastida-Castillo, A., Ibáñez, S. J., & Pino-Ortega, J. (2020b). Accelerometry as a method for external workload monitoring in invasion team sports. A systematic review. PLoS ONE, 15(8), e0236643. doi:10.1371/journal.pone.0236643
   PubMed Web of Science ®Google Scholar
• Gómez-Carmona, C. D., Pino-Ortega, J., & Ibáñez, S. J. (2020c). Design and validity of a field test battery for assessing multi-location external load profile in invasion team sports. E-Balonmano.com, 16(1), 23–48.
   Web of Science ®Google Scholar
• Halouani, J., Chtourou, H., Gabbett, T., Chaouachi, A., & Chamari, K. (2014). Small-sided games in team sports training: A brief review. Journal of Strength and Conditioning Research, 28(12), 3594–3618. doi:10.1519/JSC.0000000000000564
   PubMed Web of Science ®Google Scholar
• Hopkins, W. G. (2004). How to interpret changes in an athletic performance test. SportScience, 8, 1–7.
   Google Scholar
• Huyghe, T., Calleja-Gonzalez, J., & Terrados, N. (2020). Post-exercise recovery strategies in basketball: Practical applications based on scientific evidence. In Lior Laver, Baris Kocaglu, Brian Cole, Amelia J. H. Arundale, Jeffrey Bytomski, & Annunziato Amendola (Eds.), Basketball sports medicine and science (pp. 799–814). Berlin, Heidelberg: Springer.
   Google Scholar
• Jeličić, M., Ivančev, V., Čular, D., Čović, N., Stojanović, E., Scanlan, A. T., & Milanović, Z. (2020). The 30-15 intermittent fitness test: A reliable, valid, and useful tool to assess aerobic capacity in female basketball players. Research Quarterly for Exercise and Sport, 91(1), 83–91. doi:10.1080/02701367.2019.1648743
   PubMed Web of Science ®Google Scholar
• Mancha-Triguero, D., García-Rubio, J., & Ibáñez, S. J. (2019). SBAFIT: A field-based test battery to assess physical fitness in basketball players. E-Balonmano.com, 15(2), 107–126.
   Web of Science ®Google Scholar
• McGarry, T., O’Donoghue, P., Sampaio, J., & de Eira Sampaio, A. J. (2013). Routledge handbook of sports performance analysis. London: Routledge.
   Google Scholar
• Mendiguchia, J., Ford, K. R., Quatman, C. E., Alentorn-Geli, E., & Hewett, T. E. (2011). Sex differences in proximal control of the knee joint. Sports Medicine, 41(7), 541–557. doi:10.2165/11589140-000000000-00000
   PubMed Web of Science ®Google Scholar
• Merino-Muñoz, P., Pérez-Contreras, J., & Aedo-Muñoz, E. (2021). The percentage change and differences in sport: A practical easy tool to calculate. Sport Performance & Science Reports, 118, 446–450. doi:10.13140/RG.2.2.33416.24328
   Google Scholar
• Morris, R. G., & Lawson, S. E. M. (2009). A review and evaluation of available gait analysis technologies, and their potential for the measurement of impact transmission. [BTech Thesis, Newcastle University]. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.508.8196&rep=rep1&type=pdf.
   Google Scholar
• Nedergaard, N. J., Robinson, M. A., Eusterwiemann, E., Drust, B., Lisboa, P. J., & Vanrenterghem, J. (2017). The relationship between whole-body external loading and body-worn accelerometry during team-Sport movements. International Journal of Sports Physiology and Performance, 12(1), 18–26. doi:10.1123/ijspp.2015-0712
   PubMed Web of Science ®Google Scholar
• Nguyen, A.-D., & Shultz, S. J. (2007). Sex differences in clinical measures of lower extremity alignment. Journal of Orthopaedic & Sports Physical Therapy. doi:10.2519/jospt.2007.2487
   PubMed Web of Science ®Google Scholar
• Padua, D. A., Arnold, B. L., Perrin, D. H., Gansneder, B. M., Carcia, C. R., & Granata, K. P. (2006). Fatigue, vertical leg stiffness, and stiffness control strategies in males and females. Journal of Athletic Training, 41(3), 294–304.
   PubMed Web of Science ®Google Scholar
• Pino-Ortega, J., Bastida Castillo, A., Gómez Carmona, C. D., & Rico-González, M. (2020). Validity and reliability of an eight antennae ultra-wideband local positioning system to measure performance in an indoor environment. Sports Biomechanics, Epub: Ahead of Print. doi:10.1080/14763141.2020.1830162
   PubMed Web of Science ®Google Scholar
• Reina, M., García-Rubio, J., Pino-Ortega, J., & Ibáñez, S. J. (2019). The acceleration and deceleration profiles of U-18 women’s basketball players during competitive matches. Sports, 7(7), 165. doi:10.3390/sports7070165
   Web of Science ®Google Scholar
• Resnick, R., Halliday, D., & Krane, K.S. (2002). Physics (5th Ed.). New York: John Wiley & Sons.
   Google Scholar
• Rojas-Valverde, D., Gómez-Carmona, C. D., Gutiérrez-Vargas, R., & Pino-Ortega, J. (2019). From big data mining to technical sport reports: The case of inertial measurement units. BMJ Open Sport & Exercise Medicine, 5(1), e000565. doi:10.1136/bmjsem-2019-000565
   PubMedGoogle Scholar
• Rojas-Valverde, D., Pino-Ortega, J., Gómez-Carmona, C. D., & Rico-González, M. (2020). A systematic review of methods and criteria standard proposal for the use of principal component analysis in team’s sports science. International Journal of Environmental Research and Public Health, 17(23), 8712. doi:10.3390/ijerph17238712
   PubMed Web of Science ®Google Scholar
• Santos, D. A., Dawson, J. A., Matias, C. N., Rocha, P. M., Minderico, C. S., Allison, D. B., … Silva, A. M. (2014). Reference values for body composition and anthropometric measurements in athletes. PloS One, 9(5), e97846. doi:10.1371/journal.pone.0097846
   PubMed Web of Science ®Google Scholar
• Schmitz, R. J., Kulas, A. S., Perrin, D. H., Riemann, B. L., & Shultz, S. J. (2007). Sex differences in lower extremity biomechanics during single leg landings. Clinical Biomechanics, 22(6), 681–688. doi:10.1016/j.clinbiomech.2007.03.001
   PubMed Web of Science ®Google Scholar
• Smith, H. C., Vacek, P., Johnson, R. J., Slauterbeck, J. R., Hashemi, J., Shultz, S., & Beynnon, B. D. (2012). Risk factors for anterior cruciate ligament injury: A review of the literature - part 1: Neuromuscular and anatomic risk. Sports Health, 4(1), 69–78. doi:10.1177/1941738111428281
   PubMedGoogle Scholar
• Stojanović, E., Stojiljković, N., Scanlan, A. T., Dalbo, V. J., Berkelmans, D. M., & Milanović, Z. (2018). The activity demands and physiological responses encountered during basketball match-play: A systematic review. Sports Medicine, 48(1), 111–135. doi:10.1007/s40279-017-0794-z
   PubMed Web of Science ®Google Scholar
• Suzuki, H., Omori, G., Uematsu, D., Nishino, K., & Endo, N. (2017). Hip strength and pelvis kinematic asymmetries and knee injury and osteoarthritis outcome score in competitive female basketball players after anterior cruciate ligament reconstruction: A pilot study. Journal of Athletic Training, 52(6), S161.
   Google Scholar
• Taylor, J. B., Ford, K. R., Nguyen, A. D., Terry, L. N., & Hegedus, E. J. (2015). Prevention of lower extremity injuries in basketball: A systematic review and meta-analysis. Sports Health, 7(5), 392–398.
   PubMedGoogle Scholar
• Vazquez-Guerrero, J., Reche, X., Cos, F., Casamichana, D., & Sampaio, J. (2018). Changes in external load when modifying rules of 5-on-5 scrimmage situations in elite basketball. Journal of Strength and Conditioning Research, Epub: Ahead of print. doi:10.1519/JSC.0000000000002761
   Web of Science ®Google Scholar
• Wild, J. J., Bezodis, I. N., North, J. S., & Bezodis, N. E. (2018). Differences in step characteristics and linear kinematics between rugby players and sprinters during initial sprint acceleration. European Journal of Sport Science, 18(10), 1327–1337.
   PubMed Web of Science ®Google Scholar
• World Medical Association. (2013). World Medical Association Declaration of Helsinki: Ethical principles for medical research involving human subjects. Jama, 310(20), 2191–2194.
   Google Scholar
• Ziv, G., & Lidor, R. (2009). Physical attributes, physiological characteristics, on-court performances and nutritional strategies of female and male basketball players. Sports Medicine, 39(7), 547–568. doi:10.2165/00007256-200939070-00003
   PubMed Web of Science ®Google Scholar