The assessment of primary joint in 2.2 Hz hopping using factor analysis
Abbas Farjad Pezeshk
, Mohammad Yousefi
, Saeed Ilbeigi
, Sanaz Shanbehzadeh
Abstract: Background and aim: This study aimed to investigate the role of the ankle joint in 2.2 Hz hopping mechanics using factor analysis. Materials and Methods: Thirty healthy men used in this study performed hopping on the force platform and kinematic data measured using 6 Motion Analysis cameras. Knee and ankle angular displacement and velocity, stiffness, and mechanical energy calculated, and for statistical analysis, we use principal component analysis, Pearson coefficient, and independent t-test. Results: The results of this study show that ankle variables alongside leg stiffness put in PC1 (38% of variances) and knee variables put in PC2. There are significant relation-ships between the ankle and leg stiffness, ankle kinematic, and mechanical work in negative and positive phases and knee mechanical energy in the negative and positive phases (P<0.05). Independent t-test shows significant differences between the ankle and knee joints in all biomechanical parameters, hence except joint stiffness, ankle joint has higher kinematic and mechanical work in both phases (P<0.05). Discussion: Based on correlations be-tween negative and positive phases of the hopping, ankle joint could better utilize the eccentric phase for increase concentric output during hopping. Conclusion: The result of PCA showed the importance of ankle joint in regulat-ing leg stiffness during hopping.
Series on Biomechanics, Vol.37, No.4 (2023), 68-75
Keywords: Hopping; kinematic; kinetic; stiffness
References: (click to open/close) | [1] Butler RJ., Crowell HP, Davis IM., 2003. Lower extremity stiffness: implications for performance and injury. Clinical Biomechanics, 18, 6, 511–517. Available from: 10.1016/s0268-0033(03)00071-8; https://dx.doi.org/10.1016/s0268-0033(03)00071-8. [2] Ferris DP, Louie M, Farley CT., 1998. Running in the real world: adjusting leg stiffness for different surfaces. Proceedings of the Royal Society of London. Series B: Biological Sciences. 1998 Jun 7, 265, 1400, 989-94. [3] Serpell BG, Ball NB, Scarvell JM, et al., 2012. A review of models of vertical, leg, and knee stiffness in adults for running, jumping or hopping tasks. Journal of Sports Sciences. 30, 13, 1347–1363. Available from: 10.1080/02640414.2012.710755; https://dx.doi.org/10. 1080/02640414.2012.710755. [4] Dalleau G, Belli A, Bourdin M, et al., 1998.The spring-mass model and the energy cost of treadmill running. European Journal of Applied Physiology 77, 3, 257–263. Available from: 10.1007/s004210050330;https://dx.doi.org/10.1007/s004210050330. [5] Ferris DP, Farley CT., 1997. Interaction of leg stiffness and surface stiffness during human hopping. Journal of Applied Physiology 82, 1, 15–22. Available from: 10.1152/jappl. 1997.82.1.15; https://dx.doi.org/10.1152/jappl.1997.82.1.15. [6] Arampatzis A, Brüggemann GP, Metzler V., 1999. The effect of speed on leg stiffness and joint ki- netics in human running. Journal of Biomechanics 32, 12, 1349–1353. Available from: 10.1016/s0021-9290(99)00133-5;https://dx.doi.org/10.1016/s0021-9290(99)00133-5. [7] Kuitunen S, Komi P., Kyrlinrn H., 2002. Knee and ankle joint stiffness in sprint running. Medicine & Science in Sports & Exercise 2002, 34, 1, 166–173.Available from:10.1097/00005768-200201000-00025;https://dx.doi.org/10.1097/ 00005768-200201000-00025. [8] Hobara H, Inoue K, Muraoka T, et al., 2010. Leg stiffness adjustment for a range of hopping frequencies in humans. Journal of Biomechanics, 43, 3, 506–511. Available from: 10. 1016/j.jbiomech.2009.09.040; https://dx.doi.org/10.1016/j.jbiomech.2009.09.040. [9] Rapoport S, Mizrahi J, Kimmel E, et al., 2003. Constant and Variable Stiffness and Damp-ing of the Leg Joints in Human Hopping. Journal of Biomechanical Engineering 125, 4, 507–514. Available from: 10.1115/1.1590358; https://dx.doi.org/10.1115/1. 1590358. [10] Hobara H, Inoue K, Omuro K, et al., 2011. Determinant of leg stiffness during hopping is frequency-dependent. European Journal of Applied Physiology 111, 9, 2195–2201.Available from: 10.1007/s00421-011-1853-z;https://dx.doi.org/10.1007/s00421-011-1853- z. [11] Hobara H, Muraoka T, Omuro K, et al., 2009. Knee stiffness is a major determinant of leg stiff- ness during maximal hopping. Journal of Biomechanics 42, 11, 1768–1771. Available from: 10.1016/j.jbiomech.2009.04.047; https://dx.doi.org/10.1016/j.jbiomech.2009.04.047. [12] Kuitunen S, Ogiso K, Komi PV., 2011. Leg and joint stiffness in human hopping. Scandinavian Journal of Medicine & Science in Sports 21, 6: e159–e167.Available from: 10.1111/ j.1600-0838.2010.01202.x; https://dx.doi.org/10.1111/j.1600-0838.2010.01202.x. [13] Mrdakovic V, Ilic D, Vulovic R, et al., 2014. Leg stiffness adjustment during hopping at different intensities and frequencies. Acta of bioengineering and biomechanics 16. [14] Günther M, Blickhan R., 2002. Joint stiffness of the ankle and the knee in running. Journal of Biomechanics 35, 11, 1459–1474. Available from: 10.1016/s0021-9290(02)00183- 5; https://dx.doi.org/10.1016/s0021-9290(02)00183-5. [15] Farley CT, Morgenroth DC., 1999. Leg stiffness primarily depends on ankle stiffness during human hopping. Journal of Biomechanics 32, 3, 267–273. Available from: 10.1016/ s0021-9290(98)00170-5;https://dx.doi.org/10.1016/s0021-9290(98)00170-5. [16] Yen JT, Chang YH., 2010. Rate-dependent control strategies stabilize limb forces during human locomotion. Journal of the Royal Society Interface,7, 801–810. [17] Funase K, Higashi T, Sakakibara A, et al., 2001. Patterns of muscle activation in human hopping. European Journal of Applied Physiology, 84, 6, 503–509. Available from: 10.1007/ s004210100414; https://dx.doi.org/10.1007/s004210100414. [18] Sadeghi H, Sadeghi S, Prince F, et al., 2001. Functional roles of ankle and hip sagittal muscle moments in able-bodied gait. Clinical Biomechanics 16, 8, 688–695. Available from: 10.1016/s0268-0033(01)00058-4;https://dx.doi.org/10.1016/s0268-0033(01)00058-4. [19] Carriero A., Zavatsky A., Stebbins J., et al., 2009. Determination of gait patterns in children with spastic diplegic cerebral palsy using principal components. Gait & Posture 29,1,71–75. Available from: 10.1016/j.gaitpost.2008.06.011; https://dx.doi.org/10.1016/j. gaitpost.2008.06.011. [20] Sadeghi H., Allard P., Duhaime M., 1997. Functional gait asymmetry in able-bodied subjects. Human Movement Science. 1997, 16, 2-3, 243–258. Available from: 10.1016/s0167-9457(96) 00054-1; https://dx.doi.org/10.1016/s0167-9457(96)00054-1. [21] Voigt M, Bojsen-Møller F., Simonsen E.B., et al., 1995. The influence of tendon youngs modulus, dimensions and instantaneous moment arms on the efficiency of human movement. Journal of Biomechanics 28, 3, 281–291. Available from: 10.1016/0021-9290(94)00071- b; https://dx.doi.org/10.1016/0021-9290(94)00071-b. [22] Anderson F.C., Pandy M.G., 1993. Storage and utilization of elastic strain energy during jumping. Journal of Biomechanics, 26, 12, 1413–1427. Available from: 10.1016/0021-9290(93) 90092-s; https://dx.doi.org/10.1016/0021-9290(93)90092-s. [23] Aura O., Komi P., 1986. Effects of Prestretch Intensity on Mechanical Efficiency of Positive Work and on Elastic Behavior of Skeletal Muscle in Stretch-Shortening Cycle Exercise. International Journal of Sports Medicine.07, 03, 137–143. Available from: 10.1055/ s-2008-1025751; https://dx.doi.org/10.1055/s-2008-1025751. [24] Liu Y., Peng CH., Wei SH., et al., 2006. Active leg stiffness and energy stored in the muscles during maximal counter movement jump in the aged. Journal of electromyography and kinesiology, 16, 342–351. [25] McCaulley GO., Cormie P., Cavill M.J., et al., 2007. Mechanical efficiency during repetitive vertical jumping. European Journal of Applied Physiology 101, 1, 115–123. Available from: 10.1007/s00421-007-0480-1;https://dx.doi.org/10.1007/s00421-007-0480-1. [26] McBride J.M., McCaulley GO., Cormie P., 2008. Influence of Preactivity and EccentricMuscle Activity on Concentric Performance during Vertical Jumping. Journal of Strength and Conditioning Research. 2008, 22, 3, 750–757. Available from: 10.1519/jsc. 0b013e31816a83ef;https://dx.doi.org/10.1519/jsc.0b013e31816a83ef. [27] Winter, D.A., 2009. Biomechanics and motor control of human movement. John Wiley & Sons; 2009 Oct 12. [28] Granata, K.P., Padua, D.A., Wilson, S.E., 2002. Gender differences in active musculoskeletal stiff- ness. Part II. Quantification of leg stiffness during functional hopping tasks. Journal of Electromyography and Kinesiology 12, 2, 127–135. Available from: 10.1016/s1050- 6411(02)00003-2; https://dx.doi.org/10.1016/s1050-6411(02)00003-2. [29] Gemperline, P.J., Miller K.H., West T.L., et al., 1992. Principal component analysis, trace elements, and blue crab shell disease. Analytical Chemistry, 64, 523–532. [30] Westra S., Brown C., Lall U., Koch I., Sharma A., 2010. Interpreting variability in global SST data using independent component analysis and principal component analysis. International Journal of Climatology: A Journal of the Royal Meteorological Society. 2010 Mar 15; 30, 3, 333-46. [31] Joliffe I.T., Morgan B., 1992.Principal component analysis and exploratory factor analysis. Statistical Methods in Medical Research. 1992, 1, 1, 69–95. Available from: 10.1177/ 096228029200100105; https://dx.doi.org/10.1177/096228029200100105. [32] Farley C.T., Blickhan R., Saito J, et al., 1991. Hopping frequency in humans: a test of how springs set stride frequency in bouncing gaits. Journal of Applied Physiology, 71, 6, 2127–2132. Available from: 10.1152/jappl.1991.71.6.2127;https://dx.doi.org/ 10.1152/jappl.1991.71.6.2127. [33] Jones, G.M., Watt DGD., 1971. Observations on the control of stepping and hopping movements in man. The Journal of Physiology 219, 3, 709–727. Available from: 10.1113/jphysiol. 1971.sp009684;https://dx.doi.org/10.1113/jphysiol. 1971.sp009684. [34] Bosco C., Cardinale M., Tsarpela O.,1999. Influence of vibration on mechanical power and electromyogram activity in human arm flexor muscles. European journal of applied physiology and occupational physiology. 1999 Apr; 79, 4, 306-11. [35] Bobbert M.F., Casius LJ., 2005. Is the effect of a countermovement on jump height due to active state development. Medical Science and Sports Exercises, 37, 3, 440-6. [36] Finni T., Ikegawa S., Komi P.V., 2001 Concentric force enhancement during human movement. Acta Physiologica Scandinavica, 1734, 369-77.
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| Date published: 2023-11-28
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