Validity and reliability of smartphone high-speed camera and Kinovea for velocity-based training measurement
DOI:
https://doi.org/10.14198/jhse.2021.164.11Keywords:
Technology, Instrument, Video, Barbell, Half squat, BiomechanicsAbstract
The aim of this study was to validate the combination of smartphone high-speed camera and motion analysis software Kinovea methodology (SHSC-Kinovea) to measure kinematic variables of velocity-based training during back squat exercises. Fifteen athletes were voluntarily recruited for the study (age 22.8 ± 2.9 years, height 182.9 ± 8.9 cm, body mass 79.5 ± 9.6 kg). High-speed video recordings with a smartphone at 240 fps were used against a criterion linear force transducer (LPT) for measuring displacement of the barbell (RB), mean velocity (MV), maximum velocity (Vmax) and concentric phase time (CPT). The intra-class correlations coefficient between LPT and SHSC-Kinovea showed almost perfect agreement for consistency (.992, .995, .997, .993) and absolute agreement (.975, .978, .980, .964) for RB, MV, Vmax and CPT, respectively. The mean differences between instruments were 1.11 mm for RB, 0.03 m/s for MV, 0.05 m/s for Vmax and 65.91 ms for CPT, all p < .001. Bland-Altman plots showed low systematic bias ± random error for RB: 1.11 ± 1.50 cm (r2: .006), MV: 0.03 ± 0.33 m/s (r2: .001) and Vmax: 65.91 ± 63.82 ms (r2: .11), whereas Vmax showed overestimation for the high range of measures: 0.55 ± 0.42 m/s (r2: .31). Pearson’s product moment correlation coefficient showed almost perfect association between all variables: (r = .985 - .990) (p < .001). The SHSC-Kinovea methodology resulted in similar kinematic values than criterion so it can be considered as a trustworthy instrument for measuring velocity-based training.
Funding
Vice-rectorate program of research and knowledge transfer for the promotion of R D I at the University of Alicante (Ref. GRE18-19)Downloads
References
Atkinson, G., & Nevill, A. (1998). Statistical Methods for Assesing Measurement Error (Reliability) in Variables Relevant to Sports Medicine. Sports Medicine, 26(4), 217–238. https://doi.org/10.2165/00007256-199826040-00002
Balsalobre-Fernández, C., Geiser, G., Krzyszkowski, J., & Kipp, K. (2020). Validity and reliability of a computer-vision-based smartphone app for measuring barbell trajectory during the snatch. Journal of Sports Sciences, 38(6), 710–716. https://doi.org/10.1080/02640414.2020.1729453
Balsalobre-Fernández, C., Kuzdub, M., Poveda-Ortiz, P., & Del Campo-Vecina, J. (2016). Validity and reliability of the PUSH weareble devive to measure movement velocity during the back squat exercise. Journal of Strength & Conditioning Research, 30(7), 1968–1974. https://doi.org/10.1519/JSC.0000000000001284
Balsalobre-Fernández, C., Marchante, D., Baz-Valle, E., Alonso-Molero, I., Jiménez, S. L., & Muñóz-López, M. (2017). Analysis of wearable and smartphone-based technologies for the measurement of barbell velocity in different resistance training exercises. Frontiers in Physiology, 8(AUG). https://doi.org/10.3389/fphys.2017.00649
Balsalobre-Fernández, C., Marchante, D., Muñoz-López, M., & Jiménez, S. L. (2018). Validity and reliability of a novel iPhone app for the measurement of barbell velocity and 1RM on the bench-press exercise. Journal of Sports Sciences, 36(1), 64–70. https://doi.org/10.1080/02640414.2017.1280610
Balsalobre-Fernández, C., Tejero-González, C. M., Campo-Vecino, J. Del, & Bavaresco, N. (2014). The concurrent validity and reliability of a low-cost, high-speed camera-based method for measuring the flight time of vertical jumps. Journal of Strength and Conditioning Research, 28(2), 528–533. https://doi.org/10.1519/JSC.0b013e318299a52e
Banyard, H. G., Nosaka, K., Sato, K., Haff, G. G., Young, D., John, C. K., & Harry, H. (2017). Validity of Various Methods for Determining Velocity, Force and Power in the Back Squat - Banyard, Nosaka, Sato & Haff 2017.pdf. Science, 5(1), 1–8. https://doi.org/10.1123/ijspp.2016-0627
Bartlett, J. W., & Frost, C. (2008). Reliability, repeatability and reproducibility: Analysis of measurement errors in continuous variables. Ultrasound in Obstetrics and Gynecology, 31(4), 466–475. https://doi.org/10.1002/uog.5256
Bland, J. M., & Altman, D. G. (1986). Statistical Methods for Assessing Agreement Between Two Methods of Clinical Measurement. Lancet, 327, 307–310. https://doi.org/10.1016/S0140-6736(86)90837-8
Bosquet, L., Porta-Benache, J., & Blais, J. (2010). Validity of a commercial linear encoder to estimate bench press 1 RM from the force-velocity relationship. Journal of Sports Science and Medicine, 9, 459–463.
Courel-Ibáñez, J., Martínez-Cava, A., Morán-Navarro, R., Escribano-Peñas, P., Chavarren-Cabrero, J., González-Badillo, J. J., & Pallarés, J. G. (2019). Reproducibility and repeatability of five different technologies for bar velocity measurement in resistance training. Annals of Biomedical Engineering, 47(7), 1523–1538. https://doi.org/10.1007/s10439-019-02265-6
Crewther, B. T., Kilduff, L. P., Cunningham, D. J., Cook, C., Owen, N., & Yang, G. Z. (2011). Validating two systems for estimating force and power. International Journal of Sports Medicine, 32(4), 254–258. https://doi.org/10.1055/s-0030-1270487
Dorrell, H. F., Moore, J. M., Smith, M. F., & Gee, T. I. (2018). Validity and reliability of a linear positional transducer across commonly practised resistance training exercises. Journal of Sports Sciences, 2, 1–7. https://doi.org/10.1080/02640414.2018.1482588
Drinkwater, E. J., Galna, B., McKenna, M. J., Hunt, P. H., & Pyne, D. B. (2007). Validation of an optical encoder during free weight resistance movements and analysis of bench press sticking point power during fatigue. Journal of Strength and Conditioning Research, 21(2), 510–517. https://doi.org/10.1519/00124278-200705000-00039
Garcia Ramos, A., Perez-Castilla, A., & Martin, F. (2011). Reliability and concurrent validity of the velowin optoelectronic system to measure movement velocity during free-weight back squat. International Journal of Sports and Coaching, (December), 1–45. https://doi.org/10.1177/1747954118791525
Góme-Piriz, P. T., Trigo, M. E., Cabello, D., & Puga, E. (2012). Confiabilidad entre instrumentos (T-Force® y Myotest®) en la valoración de la fuerza. RICYDE. Revista Internacional de Ciencias Del Deporte, 8(27), 20–30. https://doi.org/10.5232/ricyde2012.02702
González-Badillo, J. J., Rodríguez-Rosell, D., Sánchez-Medina, L., Gorostiaga, E. M., & Pareja-Blanco, F. (2014). Maximal intended velocity training induces greater gains in bench press performance than deliberately slower half-velocity training. European Journal of Sport Science, 14(8), 772–781. https://doi.org/10.1080/17461391.2014.905987
González-Badillo, J. J., Yañez-García, J. M., Mora-Custodio, R., & Rodríguez-Rosell, D. (2017). Velocity loss as a variable for monitoring resistance exercise. International Journal of Sports Medicine, 38(3), 217–225. https://doi.org/10.1055/s-0042-120324
Hopkins, Will G. (2018). SAS Programs for Analyzing Individual Responses in Controlled Trials. Sportscience, 8, 1–7.
Hopkins, William G., Marshall, S. W., Batterham, A. M., & Hanin, J. (2009). Progressive statistics for studies in sports medicine and exercise science. Medicine and Science in Sports and Exercise, 41(1), 3–12. https://doi.org/10.1249/MSS.0b013e31818cb278
Koo, T. K., & Li, M. Y. (2016). A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. Journal of Chiropractic Medicine, 15(2), 155–163. https://doi.org/10.1016/j.jcm.2016.02.012
Loturco, I., Pereira, L. A., Cal Abad, C. C., Gil, S., Kitamura, K., Kobal, R., & Nakamura, F. Y. (2016). Using bar velocity to predict maximum dynamic strength in the half-squat exercise. International Journal of Sports Physiology and Performance, 11(5), 697–700. https://doi.org/10.1123/ijspp.2015-0316
Mann, J. B., Ivey, P. A., & Sayers, S. P. (2015). Velocity-based training in football. Strength and Conditioning Journal, 37(6), 52–57. https://doi.org/10.1519/SSC.0000000000000177
Martínez-Cava, A., Morán-Navarro, R., Sánchez-Medina, L., González-Badillo, J. J., & Pallarés, J. G. (2019). Velocity- and power-load relationships in the half, parallel and full back squat. Journal of Sports Sciences, 37(10), 1088–1096. https://doi.org/10.1080/02640414.2018.1544187
Pérez-Castilla, A., Feriche, B. B. B., Jaric, S., Padial, P., García-Ramos, A., Perez-Castilla, A., … García-Ramos, A. (2017). Validity of a linear velocity transducer for testing maximum vertical jumps. Journal of Applied Biomechanics, 33(5), 388–392. https://doi.org/10.1123/jab.2016-0142
Pérez-Castilla, A., Piepoli, A., Delgado-García, G., Garrido-Blanca, G., & García-Ramos, A. (2019). Reliability and concurrent validity of seven commercially available devices for the assessment of movement velocity at different intensities during the bench press. Journal of Strength and Conditioning Research, 33(5), 1258–1265. https://doi.org/10.1519/jsc.0000000000003118
Pérez-Castilla, A., Piepoli, A., Garrido-Blanca, G., Delgado-García, G., Balsalobre-Fernández, C., & García-Ramos, A. (2019). Precision of 7 commercially available devices for predicting bench-press 1-repetition maximum from the individual load–velocity relationship. International Journal of Sports Physiology and Performance, 14(10), 1442–1446. https://doi.org/10.1123/ijspp.2018-0801
Pérez-Castilla, A., Rojas, F. J., & García-Ramos, A. (2019). Reliability and magnitude of loaded countermovement jump performance variables: a technical examination of the jump threshold initiation. Sports Biomechanics, (October). https://doi.org/10.1080/14763141.2019.1682649
Pueo, B. (2016). High speed cameras for motion analysis in sports science. Journal of Human Sport and Exercise, 11(1), 53–73. https://doi.org/10.14198/jhse.2016.111.05
Pueo, B., Jimenez-Olmedo, J. M., Penichet-Tomas, A., & Bernal-Soriano, M. C. (2018). Inter-rater reliability of trained and untrained raters for measuring jump height with the myjump app. Journal of Physical Education and Sport, 18(2), 821–824. https://doi.org/10.7752/jpes.2018.02121
Pueo, B., Lipinska, P., Jiménez-Olmedo, J. M., Zmijewski, P., & Hopkins, W. G. (2017). Accuracy of jump-mat systems for measuring jump height. International Journal of Sports Physiology and Performance, 12(7). https://doi.org/10.1123/ijspp.2016-0511
Pueo, B., & Jimenez-Olmedo, J. M. (2017). Application of motion capture technology for sport performance analysis. Retos. Nuevas Tendencias En Educacion Física, Deporte y Recreación, 32, 241–247.
Sánchez-Medina, L., Pallarés, J., Pérez, C., Morán-Navarro, R., & González-Badillo, J. J. (2017). Estimation of relative load from bar velocity in the full back squat exercise. Sports Medicine International Open, 01(02), E80–E88. https://doi.org/10.1055/s-0043-102933
Sanchez Medina, L., & Gonzalez-Badillo, J. J. (2011). Velocity loss as an indicator of neuromuscular fatigue during resistance training. Medicine Science in Sports Exercise, 43(9), 1725–1734. https://doi.org/10.1249/mss.0b013e318213f880
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