Association between match-related physical activity profiles and playing positions in different tasks: A data driven approach

References

• Abbott, W., Brickley, G., & Smeeton, N. J. (2018). Physical demands of playing position within English Premier League academy soccer. Journal of Human Sport & Exercise, 13(2). https://doi.org/10.14198/jhse.2018.132.04
   Google Scholar
• Ade, J., Fitzpatrick, J., & Bradley, P. S. J. J. O. S. S. (2016). High-intensity efforts in elite soccer matches and associated movement patterns, technical skills and tactical actions. Information for position-specific training drills. Journal of Sports Sciences, 34(24), 2205–2214. https://doi.org/10.1080/02640414.2016.1217343
   PubMed Web of Science ®Google Scholar
• Ade, J. D., Harley, J. A., & Bradley, P. S. (2014). Physiological response, time-motion characteristics, and reproducibility of various speed-endurance drills in elite youth soccer players: Small-sided games versus generic running. International Journal of Sports Physiology and Performance, 9(3), 471–479. https://doi.org/10.1123/ijspp.2013-0390
   PubMed Web of Science ®Google Scholar
• Ademović, A. J. H. S. (2016). Differences in the quantity and intensity of playing in elite soccer players of different position in the game. 18(1), 26–31. UDC: 796.332.058.
   Google Scholar
• Aslan, A., et al. (2012). Metabolic demands of match performance in young soccer players. 11(1), 170.
   Google Scholar
• Bloomfield, J., Polman, R., & O’Donoghue, P. (2007). Physical demands of different positions in FA Premier League soccer. Journal of Sports Science and Medicine, 6(1), 63.
   PubMed Web of Science ®Google Scholar
• Bloomfield, J., Polman, R., & O’Donoghue, P. (2007). Physical demands of different positions in FA Premier League soccer. Journal of Sports Science & Medicine, 6(1), 63.
   PubMed Web of Science ®Google Scholar
• Bradley, P. S., Carling, C., Archer, D., Roberts, J., Dodds, A., DiMascio, M., Paul, D., Gomez Diaz, A., Peart, D., & Krustrup, P. (2011). The effect of playing formation on high-intensity running and technical profiles in English FA Premier League soccer matches. Journal of Sports Sciences, 29(8), 821–830. https://doi.org/10.1080/02640414.2011.561868
   PubMed Web of Science ®Google Scholar
• Bradley, P. S., DiMascio, M., Peart, D., Olsen, P., & Sheldon, B. (2010). High-intensity activity profiles of elite soccer players at different performance levels. The Journal of Strength & Conditioning Research, 24(9), 2343–2351. https://doi.org/10.1519/JSC.0b013e3181aeb1b3
   PubMed Web of Science ®Google Scholar
• Brito, Â., Roriz, P., Duarte, R., & Garganta, J. (2018). Match-running performance of young soccer players in different game formats. International Journal of Performance Analysis in Sport, 18(3), 410–422. https://doi.org/10.1080/24748668.2018.1479924
   Web of Science ®Google Scholar
• Buchheit, M., & Laursen, P. B. (2013). High-intensity interval training, solutions to the programming puzzle. Part II: Anaerobic energy, neuromuscular load and practical applications. Sports Medicine, 43(10), 927–954. https://doi.org/10.1007/s40279-013-0066-5
   PubMed Web of Science ®Google Scholar
• Carling, C., Bradley, P., McCall, A., & Dupont, G. (2016). Match-to-match variability in high-speed running activity in a professional soccer team. Journal of Sports Sciences, 34(24), 2215–2223. https://doi.org/10.1080/02640414.2016.1176228
   PubMed Web of Science ®Google Scholar
• Carlson, J. A., Jankowska, M. M., Meseck, K., Godbole, S., Natarajan, L., Raab, F., Demchak, B., Patrick, K., & Kerr, J. (2015). Validity of PALMS GPS scoring of active and passive travel compared to SenseCam. Medicine & Science in Sports and Exercise, 47(3), 662. https://doi.org/10.1249/MSS.0000000000000446
   PubMed Web of Science ®Google Scholar
• Casamichana, D., Castellano, J., & Castagna, C. (2012). Comparing the physical demands of friendly matches and small-sided games in semiprofessional soccer players. The Journal of Strength & Conditioning Research, 26(3), 837–843. https://doi.org/10.1519/JSC.0b013e31822a61cf
   PubMed Web of Science ®Google Scholar
• Castellano, J., Puente, A., Echeazarra, I., & Casamichana, D. (2015). Influence of the number of players and the relative pitch area per player on heart rate and physical demands in youth soccer. The Journal of Strength & Conditioning Research, 29(6), 1683–1691. https://doi.org/10.1519/JSC.0000000000000788
   PubMed Web of Science ®Google Scholar
• Clemente, F. M., Lourenço Martins, F. M., & Mendes, R. S. (2014). Developing aerobic and anaerobic fitness using small-sided soccer games: Methodological proposals. Strength & Conditioning Journal, 36(3), 76–87. https://doi.org/10.1519/SSC.0000000000000063
   Web of Science ®Google Scholar
• Clemente, F. M., Praça, G. M., Bredt, S. D. G. T., Linden, C. M. I. V. D., & Serra-Olivares, J. (2019). External load variations between medium- and large-sided soccer games: Ball possession games Vs Regular games with small goals. Journal of Human Kinetics, 70(1), 191–198. https://doi.org/10.2478/hukin-2019-0031
   PubMed Web of Science ®Google Scholar
• DiPrampero, P., Fusi, S. J. S. R. A. N. E. A. J. E. B., Sepulcri, L., Morin, J. B., Belli, A., & Antonutto, G. (2005). Sepulcri L Morin JB Belli A Antonutto G. The Journal of Experimental Biology, 208(14), 2809–2816. https://doi.org/10.1242/jeb.01700
   PubMedGoogle Scholar
• DiSalvo, V., Baron, R., Tschan, H., Montero, F.Calderon, Bachl, N., & Pigozzi, F. (2006). Performance characteristics according to playing position in elite soccer. International Journal of Sports Medicine, 28(3), 222–227. https://doi.org/10.1055/s-2006-924294
   PubMed Web of Science ®Google Scholar
• DiSalvo, V., Baron, R., Tschan, H., Montero, F.Calderon, Bachl, N., & Pigozzi, F. (2007). Performance characteristics according to playing position in elite soccer. International Journal of Sports Medicine, 28(3), 222–227. https://doi.org/10.1055/s-2006-924294
   PubMed Web of Science ®Google Scholar
• Duncan, S., Stewart, T. I., Oliver, M., Mavoa, S., MacRae, D., Badland, H. M., & Duncan, M. J. (2013). Portable global positioning system receivers: Static validity and environmental conditions. American Journal of Preventive Medicine, 44(2), e19–e29. https://doi.org/10.1016/j.amepre.2012.10.013
   PubMed Web of Science ®Google Scholar
• Gaudino, P., Alberti, G., & Iaia, F. M. J. H. M. S. (2014). Estimated metabolic and mechanical demands during different small-sided games in elite soccer players. Human Movement Science, 36, 123–133. https://doi.org/10.1016/j.humov.2014.05.006
   PubMed Web of Science ®Google Scholar
• Gómez-Carmona, C. D., Gamonales, J., Pino-Ortega, J., & Ibáñez, S. (2018). Comparative analysis of load profile between small-sided games and official matches in youth soccer players. Sports, 6(4), 173. https://doi.org/10.3390/sports6040173
   Web of Science ®Google Scholar
• Hill-Haas, S. V., Dawson, B. T., Coutts, A. J., & Rowsell, G. J. (2009). Physiological responses and time–motion characteristics of various small-sided soccer games in youth players. Journal of Sports Sciences, 27(1), 1–8. https://doi.org/10.1080/02640410802206857
   PubMed Web of Science ®Google Scholar
• Krustrup, P., Mohr, M., Ellingsgaard, H., & Bangsbo, J. (2005). Physical demands during an elite female soccer game: Importance of training status. Medicine & Science in Sports & Exercise, 37(7), 1242–1248. https://doi.org/10.1249/01.mss.0000170062.73981.94
   PubMed Web of Science ®Google Scholar
• McArdle, W. D., Katch, F. I., & Katch, V. L. (2010). Exercise physiology: Nutrition, energy, and human performance. Lippincott Williams & Wilkins.
   Google Scholar
• Minetti, A. E., Moia, C., Roi, G. S., Susta, D., & Ferretti, G. (2002). Energy cost of walking and running at extreme uphill and downhill slopes. Journal of Applied Physiology, 93(3), 1039–1046. https://doi.org/10.1152/japplphysiol.01177.2001
   PubMed Web of Science ®Google Scholar
• Orendurff, M. S., Walker, J. D., Jovanovic, M., Tulchin, K. L., Levy, M., & Hoffmann, D. K. (2010). Intensity and duration of intermittent exercise and recovery during a soccer match. The Journal of Strength & Conditioning Research, 24(10), 2683–2692. https://doi.org/10.1519/JSC.0b013e3181bac463
   PubMed Web of Science ®Google Scholar
• Osgnach, C., Poser, S., Bernardini, R., Rinaldo, R., & Diprampero, P. E. (2010). Energy cost and metabolic power in elite soccer: A new match analysis approach. Medicine & Science in Sports and Exercise, 42(1), 170–178. https://doi.org/10.1249/MSS.0b013e3181ae5cfd
   PubMed Web of Science ®Google Scholar
• Pillitteri, G., Giustino, V., Petrucci, M., Rossi, A., Leale, I., Bellafiore, M., Thomas, E., Iovane, A., Palma, A., & Battaglia, G. (2023). Match load physical demands in U-19 professional soccer players assessed by a wearable inertial sensor. Journal of Functional Morphology and Kinesiology, 8(1), 22. https://doi.org/10.3390/jfmk8010022
   PubMedGoogle Scholar
• Rampinini, E., Coutts, A., Castagna, C., Sassi, R., Impellizzeri, F. (2007). Variation in top level soccer match performance. International Journal of Sports Medicine, 28(12), 1018–1024. https://doi.org/10.1055/s-2007-965158
   PubMed Web of Science ®Google Scholar
• Riboli, A., Coratella, G., Rampichini, S., Cé, E., & Esposito, F. (2020). Area per player in small-sided games to replicate the external load and estimated physiological match demands in elite soccer players. Public Library of Science ONE, 15(9), e0229194. https://doi.org/10.1371/journal.pone.0229194
   Google Scholar
• Riboli, A., Esposito, F., & Coratella, G. (2022). Small-sided games in elite football: Practical solutions to replicate the 4-min match-derived maximal intensities. The Journal of Strength & Conditioning Research, 37(2), 366–374. https://doi.org/10.1519/JSC.0000000000004249
   PubMed Web of Science ®Google Scholar
• Rossi, A., Pappalardo, L., & Cintia, P. (2021). A narrative review for a machine learning application in sports: An example based on injury forecasting in soccer. Sports, 10(1), 5. https://doi.org/10.3390/sports10010005
   Web of Science ®Google Scholar
• Stølen, T., et al. (2005). Physiology of soccer: An update. Sports medicine.
   Google Scholar
• Varley, M. C., Fairweather, I. H., & Aughey1, R. J. (2012). Validity and reliability of GPS for measuring instantaneous velocity during acceleration, deceleration, and constant motion. Journal of Sports Sciences, 30(2), 121–127. https://doi.org/10.1080/02640414.2011.627941
   PubMed Web of Science ®Google Scholar