An injury burden heat map of all men’s and women’s teams of a professional football club over a decade

References

• Bahr, R., Clarsen, B., Derman, W., Dvorak, J., Emery, C. A., Finch, C. F., Hägglund, M., Junge, A., Kemp, S., Khan, K. M., Marshall, S. W., Meeuwisse, W., Mountjoy, M., Orchard, J. W., Pluim, B., Quarrie, K. L., Reider, B., Schwellnus, M. … Chamari, K. (2020). International Olympic committee consensus statement: Methods for recording and reporting of epidemiological data on injury and illness in sport 2020 (including STROBE extension for sport injury and illness surveillance (STROBE-SIIS)). British Journal of Sports Medicine, 54(7), 372–389. https://doi.org/10.1136/bjsports-2019-101969
   PubMed Web of Science ®Google Scholar
• Bahr, R., Clarsen, B., & Ekstrand, J. (2018). Why we should focus on the burden of injuries and illnesses, not just their incidence. British Journal of Sports Medicine, 52(16), 1018–1021. https://doi.org/10.1136/bjsports-2017-098160
   PubMed Web of Science ®Google Scholar
• Beech, J., Jones, B., King, R., Bennett, P., Young, S., Williams, S., Stokes, K., & Emmonds, S. (2022). The incidence and burden of injuries in elite English youth female soccer players. Science and Medicine in Football, 6(5), 605–615. https://doi.org/10.1080/24733938.2022.2051730
   PubMedGoogle Scholar
• Brooks, J. H. M., Fuller, C. W., Kemp, S. P. T., & Reddin, D. B. (2006). Incidence, risk, and prevention of hamstring muscle injuries in professional rugby union. The American Journal of Sports Medicine, 34(8), 1297–1306. https://doi.org/10.1177/0363546505286022
   PubMed Web of Science ®Google Scholar
• Clarsen, B., Bahr, R., Myklebust, G., Andersson, S. H., Docking, S. I., Drew, M., Finch, C. F., Fortington, L. V., Harøy, J., Khan, K. M., Moreau, B., Moore, I. S., Møller, M., Nabhan, D., Nielsen, R. O., Pasanen, K., Schwellnus, M., Soligard, T., & Verhagen, E. (2020). Improved reporting of overuse injuries and health problems in sport: An update of the Oslo sport trauma research center questionnaires. British Journal of Sports Medicine, 54(7), 390–396. https://doi.org/10.1136/bjsports-2019-101337
   PubMed Web of Science ®Google Scholar
• Drew, K., Morris, R., Tod, D., & Eubank, M. (2019). A meta-study of qualitative research on the junior-to-senior transition in sport. Psychology of Sport and Exercise, 45, 101556. https://doi.org/10.1016/j.psychsport.2019.101556
   Web of Science ®Google Scholar
• Ekstrand, J., Spreco, A., Bengtsson, H., & Bahr, R. (2021). Injury rates decreased in men’s professional football: An 18-year prospective cohort study of almost 12 000 injuries sustained during 1.8 million hours of play. British Journal of Sports Medicine, 55(19), 1084–1091. https://doi.org/10.1136/bjsports-2020-103159
   PubMed Web of Science ®Google Scholar
• Flore, Z., Hambly, K., De Coninck, K., & Welsch, G. (2022). Time-loss and recurrence of lateral ligament ankle sprains in male elite football: A systematic review and meta-analysis. Scandinavian Journal of Medicine & Science in Sports, 32(12), 1690–1709. https://doi.org/10.1111/sms.14217
   PubMed Web of Science ®Google Scholar
• Fuller, C. W., Ekstrand, J., Junge, A., Andersen, T. E., Bahr, R., Dvorak, J., Hägglund, M., McCrory, P., & Meeuwisse, W. H. (2006). Consensus statement on injury definitions and data collection procedures in studies of football (soccer) injuries. British Journal of Sports Medicine, 40(3), 193–201. https://doi.org/10.1136/bjsm.2005.025270
   PubMed Web of Science ®Google Scholar
• Gehlenborg, N., & Wong, B. (2012). Heat maps. Nature Methods, 9(3), 213–213. https://doi.org/10.1038/nmeth.1902
   PubMed Web of Science ®Google Scholar
• Gouttebarge, V., Goedhart, E. A., Orhant, E., & Patricios, J. (2022). Avoiding a red card: Recommendations for a consistent standard of concussion management in professional football (soccer). British Journal of Sports Medicine, 56(6), 308–309. https://doi.org/10.1136/bjsports-2021-104796
   PubMed Web of Science ®Google Scholar
• Gudelis, M., Perez, L. T., Cabello, J. T., Leal, D. M., Monaco, M., & Sugimoto, D. (2022). Apophysitis among male youth soccer players at an elite soccer academy over 7 seasons. Orthopaedic Journal of Sports Medicine, 10(1), 23259671211065064. https://doi.org/10.1177/23259671211065063
   Web of Science ®Google Scholar
• Hägglund, M., Waldén, M., & Ekstrand, J. Injuries among male and female elite football players. (2009). Scandinavian Journal of Medicine & Science in Sports, 19(6), 819–827. Article 6. https://doi.org/10.1111/j.1600-0838.2008.00861.x
   PubMed Web of Science ®Google Scholar
• Larruskain, J., Lekue, J. A., Diaz, N., Odriozola, A., & Gil, S. M. (2018). A comparison of injuries in elite male and female football players: A five-season prospective study. Scandinavian Journal of Medicine & Science in Sports, 28(1), 237–245. https://doi.org/10.1111/sms.12860
   PubMed Web of Science ®Google Scholar
• Larruskain, J., Lekue, J. A., Martin-Garetxana, I., Barrio, I., McCall, A., & Gil, S. M. (2021). Injuries are negatively associated with player progression in an elite football academy. Science and Medicine in Football, 0(0), 1–10. https://doi.org/10.1080/24733938.2021.1943756
   Google Scholar
• Lohkamp, M., Kromer, T. O., & Schmitt, H. (2017). Osteoarthritis and joint replacements of the lower limb and spine in ex-professional soccer players: A systematic review. Scandinavian Journal of Medicine & Science in Sports, 27(10), 1038–1049. https://doi.org/10.1111/sms.12846
   PubMed Web of Science ®Google Scholar
• Malina, R. M., Bouchard, C., & Bar-Or, O. (2004). Growth, maturation, and physical activity (2nd). Human Kinetics. https://doi.org/10.5040/9781492596837
   Google Scholar
• Materne, O., Chamari, K., Farooq, A., Weir, A., Hölmich, P., Bahr, R., Greig, M., & McNaughton, L. R. (2021). Injury incidence and burden in a youth elite football academy: A four-season prospective study of 551 players aged from under 9 to under 19 years. British Journal of Sports Medicine, 55(9), 493–500. https://doi.org/10.1136/bjsports-2020-102859
   PubMed Web of Science ®Google Scholar
• McCall, A., Dupont, G., & Ekstrand, J. (2016). Injury prevention strategies, coach compliance and player adherence of 33 of the UEFA elite club injury study teams: A survey of teams’ head medical officers. British Journal of Sports Medicine, 50(12), 725–730. https://doi.org/10.1136/bjsports-2015-095259
   PubMed Web of Science ®Google Scholar
• McQuilliam, S. J., Clark, D. R., Erskine, R. M., & Brownlee, T. E. (2022). Mind the gap! A survey comparing current strength training methods used in men’s versus women’s first team and academy soccer. Science and Medicine in Football, 6(5), 597–604. https://doi.org/10.1080/24733938.2022.2070267
   PubMedGoogle Scholar
• Monasterio, X., Gil, S. M., Bidaurrazaga Letona, I., Lekue, J. A., Santisteban, J. M., Diaz-Beitia, G., Lee, D.-J., Zumeta-Olaskoaga, L., Martin-Garetxana, I., Bikandi, E., & Larruskain, J. (2021). The burden of injuries according to maturity status and timing: A two-decade study with 110 growth curves in an elite football academy. European Journal of Sport Science, 23(2), 267–277. https://doi.org/10.1080/17461391.2021.2006316
   PubMed Web of Science ®Google Scholar
• Okholm Kryger, K., Wang, A., Mehta, R., Impellizzeri, F., Massey, A., Harrison, M., Glendinning, R., & McCall, A. (2022). Can we evidence-base injury prevention and management in women’s football? A scoping review. Research in Sports Medicine (Print), 1–16. https://doi.org/10.1080/15438627.2022.2038161
   Web of Science ®Google Scholar
• Perin, C., Vuillemot, R., Stolper, C. D., Stasko, J. T., Wood, J., & Carpendale, S. (2018). State of the art of sports data visualization. Computer Graphics Forum, 37(3), 663–686. https://doi.org/10.1111/cgf.13447
   Web of Science ®Google Scholar
• Quatman-Yates, C. C., Quatman, C. E., Meszaros, A. J., Paterno, M. V., & Hewett, T. E. (2012). A systematic review of sensorimotor function during adolescence: A developmental stage of increased motor awkwardness? British Journal of Sports Medicine, 46(9), 649–655. https://doi.org/10.1136/bjsm.2010.079616
   PubMed Web of Science ®Google Scholar
• Rauch, F., Bailey, D. A., Baxter-Jones, A., Mirwald, R., & Faulkner, R. (2004). The ‘muscle-bone unit’ during the pubertal growth spurt. Bone, 34(5), 771–775. https://doi.org/10.1016/j.bone.2004.01.022
   PubMed Web of Science ®Google Scholar
• Read, P. J., Oliver, J. L., De Ste Croix, M. B. A., Myer, G. D., & Lloyd, R. S. (2016). Neuromuscular risk factors for knee and ankle ligament injuries in male youth soccer players. Sports Medicine, 46(8), 1059–1066. https://doi.org/10.1007/s40279-016-0479-z
   PubMed Web of Science ®Google Scholar
• Robles-Palazón, F. J., López-Valenciano, A., Croix, M. D. S., Oliver, J. L., García-Gómez, A., de Baranda, P. S., & Ayala, F. (2021). Epidemiology of injuries in male and female youth football players: A systematic review and meta-analysis. Journal of Sport and Health Science, S2095-2546(21), 00109–5. https://doi.org/10.1016/j.jshs.2021.10.002
   Google Scholar
• Robles-Palazón, F. J., Ruiz-Pérez, I., Aparicio-Sarmiento, A., Cejudo, A., Ayala, F., & Sainz de Baranda, P. (2022). Incidence, burden, and pattern of injuries in Spanish male youth soccer players: A prospective cohort study. Physical Therapy in Sport, 56, 48–59. https://doi.org/10.1016/j.ptsp.2022.06.005
   PubMed Web of Science ®Google Scholar
• Ruf, L., Altmann, S., Graf, F., Romeike, C., Wirths, C., Wohak, O., & Härtel, S. (2022). Injury incidence, severity, and burden in elite youth soccer players—A 3-year prospective study. Journal of Science & Medicine in Sport, S1440-2440(22), 00174–8. https://doi.org/10.1016/j.jsams.2022.06.003
   Google Scholar
• Taioli, E. (2007). Use of permitted drugs in Italian professional soccer players. British Journal of Sports Medicine, 41(7), 439–441. https://doi.org/10.1136/bjsm.2006.034405
   PubMed Web of Science ®Google Scholar
• Thoseby, B., Govus, A. D., Clarke, A. C., Middleton, K. J., Dascombe, B. J., & Reischak-Oliveira, A. (2023). Peak match acceleration demands differentiate between elite youth and professional football players. PLOS ONE, 18(3), e0277901. https://doi.org/10.1371/journal.pone.0277901
   PubMed Web of Science ®Google Scholar
• van Mechelen, W., Hlobil, H., & Kemper, H. C. (1992). Incidence, severity, aetiology and prevention of sports injuries. A review of concepts. Sports Medicine, 14(2), 82–99. https://doi.org/10.2165/00007256-199214020-00002
   PubMed Web of Science ®Google Scholar
• Vescovi, J. D., Fernandes, E., & Klas, A. (2021). Physical demands of women’s soccer matches: A perspective across the developmental spectrum. Frontiers in Sports and Active Living, 3, 634696. https://doi.org/10.3389/fspor.2021.634696
   PubMedGoogle Scholar
• Waldén, M., Hägglund, M., Magnusson, H., & Ekstrand, J. (2016). ACL injuries in men’s professional football: A 15-year prospective study on time trends and return-to-play rates reveals only 65% of players still play at the top level 3 years after ACL rupture. British Journal of Sports Medicine, 50(12), 744–750. https://doi.org/10.1136/bjsports-2015-095952
   PubMed Web of Science ®Google Scholar
• Whittaker, J. L., Toomey, C. M., Woodhouse, L. J., Jaremko, J. L., Nettel-Aguirre, A., & Emery, C. A. (2018). Association between MRI-defined osteoarthritis, pain, function and strength 3-10 years following knee joint injury in youth sport. British Journal of Sports Medicine, 52(14), 934–939. https://doi.org/10.1136/bjsports-2017-097576
   PubMed Web of Science ®Google Scholar
• Wik, E. H., Lolli, L., Chamari, K., Materne, O., Salvo, V. D., Gregson, W., & Bahr, R. (2021). Injury patterns differ with age in male youth football: A four-season prospective study of 1111 time-loss injuries in an elite national academy. British Journal of Sports Medicine, 55(14), 794–800. https://doi.org/10.1136/bjsports-2020-103430
   PubMed Web of Science ®Google Scholar