Improving the estimation of countermovement jump height from force plate recordings by considering the interaction between multiple procedural steps: An optimisation approach

References

• Aragón, L. F. (2000). Evaluation of four vertical jump tests: Methodology, reliability, validity, and accuracy. Measurement in Physical Education and Exercise Science, 4(4), 215–228. https://doi.org/10.1207/S15327841MPEE0404_2
   Google Scholar
• Bardella, P., Carrasquilla García, I., Pozzo, M., Tous-Fajardo, J., Saez de Villareal, E., & Suarez-Arrones, L. (2017). Optimal sampling frequency in recording of resistance training exercises. Sports Biomechanics, 16(1), 102–114. https://doi.org/10.1080/14763141.2016.1205652
   PubMed Web of Science ®Google Scholar
• Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1). https://doi.org/10.18637/jss.v067.i01
   Web of Science ®Google Scholar
• Bland, J. M., & Altman, D. G. (2007). Agreement between methods of measurement with multiple observations per individual. Journal of Biopharmaceutical Statistics, 17(4), 571–582. https://doi.org/10.1080/10543400701329422
   PubMed Web of Science ®Google Scholar
• Bobbert, M. F., & Casius, L. J. R. (2005). Is the effect of a countermovement on jump height due to active state development? Medicine & Science in Sports and Exercise, 37(3), 440–446. https://doi.org/10.1249/01.MSS.0000155389.34538.97
   PubMed Web of Science ®Google Scholar
• Bobbert, M. F., & Van Soest, A. J. (1994). Effects of muscle strengthening on vertical jump height: A simulation study. Medicine & Science in Sports and Exercise, 26(8), 1012–1020. https://doi.org/10.1249/00005768-199408000-00013
   PubMed Web of Science ®Google Scholar
• Buchanan, T. S., Lloyd, D. G., Manal, K., & Besier, T. F. (2004). Neuromusculoskeletal modeling: Estimation of muscle forces and joint moments and movements from measurements of neural command. Journal of Applied Biomechanics, 20(4), 367–395. https://doi.org/10.1123/jab.20.4.367
   PubMed Web of Science ®Google Scholar
• Claudino, J. G., Cronin, J., Mezêncio, B., McMaster, D. T., McGuigan, M., Tricoli, V., Amadio, A. C., & Serrão, J. C. (2017). The countermovement jump to monitor neuromuscular status: A meta-analysis. Journal of Science & Medicine in Sport, 20(4), 397–402. https://doi.org/10.1016/j.jsams.2016.08.011
   PubMed Web of Science ®Google Scholar
• Dias, J. A., Pupo, J. D., Reis, D. C., Borges, L., Santos, S. G., Moro, A. R., & Borges, N. G. (2011). Validity of two methods for estimation of vertical jump height. The Journal of Strength & Conditioning Research, 25(7), 2034–2039. https://doi.org/10.1519/JSC.0b013e3181e73f6e
   PubMed Web of Science ®Google Scholar
• Eagles, A. N., Sayers, M. G. L., Bousson, M., & Lovell, D. I. (2015). Current methodologies and implications of phase identification of the vertical jump: A systematic review and meta-analysis. Sports Medicine, 45(9), 1311–1323. https://doi.org/10.1007/s40279-015-0350-7
   PubMed Web of Science ®Google Scholar
• Eng, J., & Winter, D. (1993). Estimations of the horizontal displacement of the total body centre of mass: Considerations during standing activities. Gait & Posture, 1(3), 141–144. https://doi.org/10.1016/0966-6362(93)90055-6
   Google Scholar
• Hackett, D., Davies, T., Soomro, N., & Halaki, M. (2016). Olympic weightlifting training improves vertical jump height in sportspeople: A systematic review with meta-analysis. British Journal of Sports Medicine, 50(14), 865–872. https://doi.org/10.1136/bjsports-2015-094951
   PubMed Web of Science ®Google Scholar
• Häkkinen, A., Hannonen, P., Nyman, K., Lyyski, T., & HÄkkinen, K. (2003). Effects of concurrent strength and endurance training in women with early or longstanding rheumatoid arthritis: Comparison with healthy subjects. Arthritis Care & Research, 49(6), 789–797. https://doi.org/10.1002/art.11466
   Web of Science ®Google Scholar
• Harry, J. R., Blinch, J., Barker, L. A., Krzyszkowski, J., & Chowning, L. (2020, April 13). Low-pass filter effects on metrics of countermovement vertical jump performance. The Journal of Strength & Conditioning Research, 36(5), 1459–1467. https://doi.org/10.1519/JSC.0000000000003611
   PubMedGoogle Scholar
• Khuu, S., Musalem, L. L., & Beach, T. A. C. (2015). Verbal instructions acutely affect drop vertical jump biomechanics—implications for athletic performance and injury risk assessments. The Journal of Strength & Conditioning Research, 29(10), 2816–2826. https://doi.org/10.1519/JSC.0000000000000938
   PubMed Web of Science ®Google Scholar
• Kibele, A. (1998). Possibilities and limitations in the biomechanical analysis of countermovement jumps: A methodological study. Journal of Applied Biomechanics, 14(1), 105–117. https://doi.org/10.1123/jab.14.1.105
   Web of Science ®Google Scholar
• Leard, J. S., Cirillo, M. A., Katsnelson, E., Kimiatek, D. A., Miller, T. W., Trebincevic, K., & Garbalosa, J. C. (2007). Validity of two alternative systems for measuring vertical jump height. The Journal of Strength & Conditioning Research, 21(4), 1296. https://doi.org/10.1519/R-21536.1
   PubMed Web of Science ®Google Scholar
• McMahon, J. J., Suchomel, T. J., Lake, J. P., & Comfort, P. (2018). Understanding the key phases of the countermovement jump force-time curve. Strength & Conditioning Journal, 40(4), 96–106. https://doi.org/10.1519/SSC.0000000000000375
   Web of Science ®Google Scholar
• McMaster, D. T., Gill, N., Cronin, J., & McGuigan, M. (2014). A brief review of strength and ballistic assessment methodologies in sport. Sports Medicine, 44(5), 603–623. https://doi.org/10.1007/s40279-014-0145-2
   PubMed Web of Science ®Google Scholar
• Merrigan, J. J., Stone, J. D., Galster, S. M., & Hagen, J. A. (2022). Analyzing force-time curves: Comparison of commercially available automated software and custom MATLAB analyses. The Journal of Strength & Conditioning Research, 36(9), 2387–2402. https://doi.org/10.1519/JSC.0000000000004275
   PubMedGoogle Scholar
• Moir, G. L. (2008). Three different methods of calculating vertical jump height from force platform data in men and women. Measurement in Physical Education and Exercise Science, 12(4), 207–218. https://doi.org/10.1080/10913670802349766
   Google Scholar
• Napier, C., Jiang, X., MacLean, C. L., Menon, C., & Hunt, M. A. (2020). The use of a single sacral marker method to approximate the centre of mass trajectory during treadmill running. Journal of Biomechanics, 108, 109886. https://doi.org/10.1016/j.jbiomech.2020.109886
   PubMed Web of Science ®Google Scholar
• Parker, R. A., Weir, C. J., Rubio, N., Rabinovich, R., Pinnock, H., Hanley, J., McCloughan, L., Drost, E. M., Mantoani, L. C., MacNee, W., & McKinstry, B. (2016). Application of mixed effects limits of agreement in the presence of multiple sources of variability: Exemplar from the comparison of several devices to measure respiratory rate in COPD patients. PLOS ONE, 11(12), e0168321. https://doi.org/10.1371/journal.pone.0168321
   PubMed Web of Science ®Google Scholar
• Petrigna, L., Karsten, B., Marcolin, G., Paoli, A., D’Antona, G., Palma, A., & Bianco, A. (2019). A review of countermovement and squat jump testing methods in the context of public health examination in adolescence: Reliability and feasibility of Current testing procedures. Frontiers in Physiology, 10, 1384. https://doi.org/10.3389/fphys.2019.01384
   PubMed Web of Science ®Google Scholar
• Philpott, L. K., Forrester, S. E., van Lopik, K. A., Hayward, S., Conway, P. P., & West, A. A. (2021). Countermovement jump performance in elite male and female sprinters and high jumpers. Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering & Technology, 235(2), 131–138. https://doi.org/10.1177/1754337120971436
   Google Scholar
• Pinto, B. L., & Callaghan, J. P. (2021). An appropriate criterion reveals that low pass filtering can improve the estimation of counter-movement jump height from force plate data. Measurement in Physical Education and Exercise Science, 25(4), 344–352. https://doi.org/10.1080/1091367X.2021.1906253
   Web of Science ®Google Scholar
• Pinto, B. L., & Callaghan, J. P. (2022). Effects of weighing phase duration on vertical force-time analyses and repeatability. Sports Biomechanics, 1–11. https://doi.org/10.1080/14763141.2022.2064763
   PubMedGoogle Scholar
• Pinto, B. L., & Callaghan, J. P. (2023). Movement onset detection methods: A comparison using force plate recordings. Journal of Applied Biomechanics, 39(2), 118–123. https://doi.org/10.1123/jab.2022-0111
   PubMedGoogle Scholar
• Pinto, B. L., & McGill, S. M. (2020). Voluntary muscle relaxation can mitigate fatigue and improve countermovement jump performance. The Journal of Strength & Conditioning Research, 34(6), 1525–1529. https://doi.org/10.1519/JSC.0000000000003326
   PubMed Web of Science ®Google Scholar
• Ramirez-Campillo, R., Sanchez-Sanchez, J., Romero-Moraleda, B., Yanci, J., García-Hermoso, A., & Manuel Clemente, F. (2020). Effects of plyometric jump training in female soccer player’s vertical jump height: A systematic review with meta-analysis. Journal of Sports Sciences, 38(13), 1475–1487. https://doi.org/10.1080/02640414.2020.1745503
   PubMed Web of Science ®Google Scholar
• Singh, H., Kim, D., Kim, E., Bemben, M. G., Anderson, M., Seo, D.-I., & Bemben, D. A. (2014). Jump test performance and sarcopenia status in men and women, 55 to 75 years of age. Journal of Geriatric Physical Therapy, 37(2), 76–82. https://doi.org/10.1519/JPT.0b013e3182a51b11
   PubMed Web of Science ®Google Scholar
• Street, G., McMillan, S., Board, W., Rasmussen, M., & Heneghan, J. M. (2001). Sources of error in determining countermovement jump height with the impulse method. Journal of Applied Biomechanics, 17(1), 43–54. https://doi.org/10.1123/jab.17.1.43
   Web of Science ®Google Scholar
• Vanrenterghem, J., De Clercq, D., & Cleven, P. V. (2001). Necessary precautions in measuring correct vertical jumping height by means of force plate measurements. Ergonomics, 44(8), 814–818. https://doi.org/10.1080/00140130118100
   PubMed Web of Science ®Google Scholar
• Wade, L., Lichtwark, G. A., & Farris, D. J. (2020). Comparisons of laboratory‐based methods to calculate jump height and improvements to the field‐based flight‐time method. Scandinavian Journal of Medicine & Science in Sports, 30(1), 31–37. https://doi.org/10.1111/sms.13556
   PubMed Web of Science ®Google Scholar
• Winter, D. A. (2009). Biomechanics and motor control of human movement (4th ed.). Wiley.
   Google Scholar
• Wulf, G., Dufek, J. S., Lozano, L., & Pettigrew, C. (2010). Increased jump height and reduced EMG activity with an external focus. Human Movement Science, 29(3), 440–448. https://doi.org/10.1016/j.humov.2009.11.008
   PubMed Web of Science ®Google Scholar