Comparing lab and field agility kinematics in young talented female football players: Implications for ACL injury prevention

References

• Agel, J., Rockwood, T., & Klossner, D. (2016). Collegiate ACL injury rates across 15 sports: National collegiate athletic association injury surveillance system data update (2004-2005 through 2012-2013). Clinical Journal of Sport Medicine: Official Journal of the Canadian Academy of Sport Medicine, 26(6), 518–523. doi:10.1097/JSM.0000000000000290
   PubMed Web of Science ®Google Scholar
• Alentorn-Geli, E., Myer, G. D., Silvers, H. J., Samitier, G., Romero, D., Lázaro-Haro, C., & Cugat, R. (2009). Prevention of non-contact anterior cruciate ligament injuries in soccer players. Part 1: Mechanisms of injury and underlying risk factors. Knee Surgery, Sports Traumatology, Arthroscopy, 17(7), 705–729. doi:10.1007/s00167-009-0813-1
   PubMed Web of Science ®Google Scholar
• Beck, N. A., Lawrence, J. T. R., Nordin, J. D., DeFor, T. A., & Tompkins, M. (2017). ACL Tears in school-aged children and adolescents over 20 years. Pediatrics, 139(3), doi:10.1542/peds.2016-1877
   PubMedGoogle Scholar
• Besier, T. F., Lloyd, D. G., Ackland, T. R., & Cochrane, J. L. (2001). Anticipatory effects on knee joint loading during running and cutting maneuvers. Medicine and Science in Sports and Exercise, 33(7), 1176–1181. doi:10.1097/00005768-200107000-00015
   PubMed Web of Science ®Google Scholar
• Bolt, R., Heuvelmans, P., Benjaminse, A., Robinson, M. A., & Gokeler, A. (2021). An ecological dynamics approach to ACL injury risk research: A current opinion. Sports Biomechanics, 1–14. doi:10.1080/14763141.2021.1960419
   PubMedGoogle Scholar
• Buckthorpe, M., Della Villa, F., Della Villa, S., & Roi, G. S. (2019). On-field rehabilitation part 1: 4 pillars of high-quality on-field rehabilitation are restoring movement quality, physical conditioning, restoring sport-specific skills, and progressively developing chronic training load. Journal of Orthopaedic & Sports Physical Therapy, 49(8), 565–569. doi:10.2519/jospt.2019.8954
   PubMedGoogle Scholar
• Chaaban, C. R., Berry, N. T., Armitano-Lago, C., Kiefer, A. W., Mazzoleni, M. J., & Padua, D. A. (2021). Combining inertial sensors and machine learning to predict vGRF and knee biomechanics during a double limb jump landing task. Sensors (Basel, Switzerland), 21(13), doi:10.3390/s21134383
   PubMedGoogle Scholar
• Della Villa, F., Buckthorpe, M., Grassi, A., Nabiuzzi, A., Tosarelli, F., Zaffagnini, S., & Della Villa, S. (2020). Systematic video analysis of ACL injuries in professional male football (soccer): Injury mechanisms, situational patterns and biomechanics study on 134 consecutive cases. doi:10.1136/bjsports-2019-101247
   Google Scholar
• Della Villa, F., Di Paolo, S., Santagati, D., Della Croce, E., Lopomo, N. F., Grassi, A., & Zaffagnini, S. (2021). A 2D video-analysis scoring system of 90° change of direction technique identifies football players with high knee abduction moment. Knee Surgery, Sports Traumatology, Arthroscopy, doi:10.1007/s00167-021-06571-2
   Google Scholar
• DiCesare, C. A., Kiefer, A. W., Bonnette, S., & Myer, G. D. (2020). High-Risk lower-extremity biomechanics evaluated in simulated soccer-specific virtual environments. Journal of Sport Rehabilitation, 29(3), 294–300. doi:10.1123/jsr.2018-0237
   PubMedGoogle Scholar
• Di Paolo, S., Lopomo, N. F., Della Villa, F., Paolini, G., Figari, G., Bragonzoni, L., … Zaffagnini, S. (2021). Rehabilitation and return to sport assessment after anterior cruciate ligament injury: Quantifying joint kinematics during complex high-speed tasks through wearable sensors. Sensors, 21(7), 2331. doi:10.3390/s21072331
   PubMed Web of Science ®Google Scholar
• Di Paolo, S., Zaffagnini, S., Pizza, N., Grassi, A., & Bragonzoni, L. (2021). Poor motor coordination elicits altered lower limb biomechanics in young football (soccer) players: Implications for injury prevention through wearable sensors. Sensors (Basel, Switzerland), 21(13). doi:10.3390/s21134371
   Google Scholar
• Di Paolo, S., Zaffagnini, S., Tosarelli, F., Aggio, F., Bragonzoni, L., Grassi, A., & Della Villa, F. (2021). A 2D qualitative movement assessment of a deceleration task detects football players with high knee joint loading. Knee Surgery, Sports Traumatology, Arthroscopy: Official Journal of the ESSKA, doi:10.1007/s00167-021-06709-2
   Google Scholar
• Dos’Santos, T., McBurnie, A., Donelon, T., Thomas, C., Comfort, P., & Jones, P. A. (2019). A qualitative screening tool to identify athletes with “high-risk” movement mechanics during cutting: The cutting movement assessment score (CMAS). Physical Therapy in Sport: Official Journal of the Association of Chartered Physiotherapists in Sports Medicine, 38, 152–161. doi:10.1016/j.ptsp.2019.05.004
   PubMed Web of Science ®Google Scholar
• Dos’Santos, T., Thomas, C., & Jones, P. A. (2021). The effect of angle on change of direction biomechanics: Comparison and inter-task relationships. Journal of Sports Sciences, 1–14. doi:10.1080/02640414.2021.1948258
   Google Scholar
• Giarmatzis, G., Zacharaki, E. I., & Moustakas, K. (2020). Real-time prediction of joint forces by motion capture and machine learning. Sensors (Basel, Switzerland), 20(23), E6933. doi:10.3390/s20236933
   PubMedGoogle Scholar
• Hamill, J., Palmer, C., & Van Emmerik, R. E. A. (2012). Coordinative variability and overuse injury. Sports Medicine, Arthroscopy, Rehabilitation, Therapy & Technology: SMARTT, 4(1), 45. doi:10.1186/1758-2555-4-45
   PubMedGoogle Scholar
• Hewett, T. E., Myer, G. D., Kiefer, A. W., & Ford, K. R. (2015). Longitudinal increases in knee abduction moments in females during adolescent growth. Medicine and Science in Sports and Exercise, 47(12), 2579–2585. doi:10.1249/MSS.0000000000000700
   PubMed Web of Science ®Google Scholar
• Koga, H., Bahr, R., Myklebust, G., Engebretsen, L., Grund, T., & Krosshaug, T. (2011). Estimating anterior tibial translation from model-based image-matching of a noncontact anterior cruciate ligament injury in Professional football: A case report. Clinical Journal of Sport Medicine, 21(3), 271–274. doi:10.1097/JSM.0b013e31821899ec
   PubMed Web of Science ®Google Scholar
• Kotsifaki, A., Korakakis, V., Graham-Smith, P., Sideris, V., & Whiteley, R. (2021). Vertical and horizontal hop performance: Contributions of the hip, knee, and ankle. Sports Health, 13(2), 128–135. doi:10.1177/1941738120976363
   PubMedGoogle Scholar
• Lloyd, D. (2021). The future of in-field sports biomechanics: Wearables plus modelling compute real-time in vivo tissue loading to prevent and repair musculoskeletal injuries. Sports Biomechanics, 1–29. doi:10.1080/14763141.2021.1959947
   Google Scholar
• Lucarno, S., Zago, M., Buckthorpe, M., Grassi, A., Tosarelli, F., Smith, R., & Della Villa, F. (2021). Systematic video analysis of anterior cruciate ligament injuries in professional female soccer players. The American Journal of Sports Medicine, doi:10.1177/03635465211008169
   PubMedGoogle Scholar
• MacAlpine, E. M., Talwar, D., Storey, E. P., Doroshow, S. M., & Lawrence, J. T. R. (2020). Weight gain after ACL reconstruction in pediatric and adolescent patients. Sports Health, 12(1), 29–35. doi:10.1177/1941738119870192
   PubMedGoogle Scholar
• Mohammadi Orangi, B., Yaali, R., Bahram, A., Aghdasi, M. T., van der Kamp, J., Vanrenterghem, J., & Jones, P. A. (2021). Motor learning methods that induce high practice variability reduce kinematic and kinetic risk factors of non-contact ACL injury. Human Movement Science, 78), doi:10.1016/j.humov.2021.102805
   PubMedGoogle Scholar
• Myer, G. D., Ford, K. R., Di Stasi, S. L., Foss, K. D. B., Micheli, L. J., & Hewett, T. E. (2015). High knee abduction moments are common risk factors for patellofemoral pain (PFP) and anterior cruciate ligament (ACL) injury in girls: Is PFP itself a predictor for subsequent ACL injury? British Journal of Sports Medicine, 49(2), 118–122. doi:10.1136/bjsports-2013-092536
   PubMed Web of Science ®Google Scholar
• Otte, F. W., Davids, K., Millar, S.-K., & Klatt, S. (2021). Understanding how athletes learn: Integrating skill training concepts. Theory and Practice from an Ecological Perspective, 7, 12.
   Google Scholar
• Pataky, T. C., Vanrenterghem, J., & Robinson, M. A. (2015). Zero- vs. One-dimensional, parametric vs. Non-parametric, and confidence interval vs. Hypothesis testing procedures in one-dimensional biomechanical trajectory analysis. Journal mof Biomechanics, 48(7), 1277–1285. doi:10.1016/j.jbiomech.2015.02.051
   PubMed Web of Science ®Google Scholar
• Paterno, M. V., Kiefer, A. W., Bonnette, S., Riley, M. A., Schmitt, L. C., Ford, K. R., … Hewett, T. E. (2015). Prospectively identified deficits in sagittal plane hip-ankle coordination in female athletes who sustain a second anterior cruciate ligament injury after anterior cruciate ligament reconstruction and return to sport. Clinical Biomechanics (Bristol, Avon), 30(10), 1094–1101. doi:10.1016/j.clinbiomech.2015.08.019
   PubMed Web of Science ®Google Scholar
• Robert-Lachaine, X., Mecheri, H., Larue, C., & Plamondon, A. (2017). Validation of inertial measurement units with an optoelectronic system for whole-body motion analysis. Medical & Biological Engineering & Computing, 55(4), 609–619. doi:10.1007/s11517-016-1537-2
   PubMed Web of Science ®Google Scholar
• Rousseeuw, P. J., & Hubert, M. (2018). Anomaly detection by robust statistics. WIRES Data Mining and Knowledge Discovery, 8(2), e1236. doi:10.1002/widm.1236
   Google Scholar
• Sanders, T. L., Maradit Kremers, H., Bryan, A. J., Larson, D. R., Dahm, D. L., Levy, B. A., … Krych, A. J. (2016). Incidence of anterior cruciate ligament tears and reconstruction: A 21-year population-based study. The American Journal of Sports Medicine, 44(6), 1502–1507. doi:10.1177/0363546516629944
   PubMed Web of Science ®Google Scholar
• Schreurs, M. J., Benjaminse, A., & Lemmink, K. A. P. M. (2017). Sharper angle, higher risk? The effect of cutting angle on knee mechanics in invasion sport athletes. Journal of Biomechanics, 63, 144–150. doi:10.1016/j.jbiomech.2017.08.019
   PubMed Web of Science ®Google Scholar
• Sigurðsson, H. B., Karlsson, J., Snyder-Mackler, L., & Briem, K. (2020). Kinematics observed during ACL injury are associated with large early peak knee abduction moments during a change of direction task in healthy adolescents. Journal of Orthopaedic Research: Official Publication of the Orthopaedic Research Society, doi:10.1002/jor.24942
   PubMedGoogle Scholar
• Silvers-Granelli, H. (2021). Why female athletes injure their ACL’s more frequently? What can we do to mitigate their risk? International Journal of Sports Physical Therapy, 16(4), 971–977. doi:10.26603/001c.25467
   PubMedGoogle Scholar
• Slauterbeck, J. R., Choquette, R., Tourville, T. W., Krug, M., Mandelbaum, B. R., Vacek, P., & Beynnon, B. D. (2019). Implementation of the FIFA 11+ injury prevention program by high school athletic teams did not reduce lower extremity injuries: A cluster randomized controlled trial. The American Journal of Sports Medicine, 47(12), 2844–2852. doi:10.1177/0363546519873270
   PubMed Web of Science ®Google Scholar
• Taborri, J., Molinaro, L., Santospagnuolo, A., Vetrano, M., Vulpiani, M. C., & Rossi, S. (2021). A machine-learning approach to measure the anterior cruciate ligament injury risk in female basketball players. Sensors (Basel, Switzerland), 21(9), doi:10.3390/s21093141
   Google Scholar
• van der Kruk, E., & Reijne, M. M. (2018). Accuracy of human motion capture systems for sport applications; state-of-the-art review. European Journal of Sport Science, 18(6), 806–819. doi:10.1080/17461391.2018.1463397
   PubMed Web of Science ®Google Scholar
• Weinhandl, J. T., & O’Connor, K. M. (2017). Influence of ground reaction force perturbations on anterior cruciate ligament loading during sidestep cutting. Computer Methods in Biomechanics and Biomedical Engineering, 20(13), 1394–1402. doi:10.1080/10255842.2017.1366993
   PubMed Web of Science ®Google Scholar
• Weir, G., Alderson, J., Smailes, N., Elliott, B., & Donnelly, C. (2019). A reliable video-based ACL injury screening tool for female team sport athletes. International Journal of Sports Medicine, 40(3), 191–199. doi:10.1055/a-0756-9659
   PubMed Web of Science ®Google Scholar
• Weir, G., van Emmerik, R., Jewell, C., & Hamill, J. (2019). Coordination and variability during anticipated and unanticipated sidestepping. Gait & Posture, 67, 1–8. doi:10.1016/j.gaitpost.2018.09.007
   PubMed Web of Science ®Google Scholar