Sample Entropy-Based Analysis of Differential and Traditional Training Effects on Dynamic Balance in Healthy People

REFERENCES

• Algaba , J. , de la Cruz , B. , Naranjo , J. , Centeno , R. A. and Beas , J. D. 2008 . Análisis del equilibrio estático en sujetos sanos mediante el cálculo de la entropía muestral . Revista Andaluza de Medicina del Deporte , 1 : 98 – 101 . [Analysis of static equilibrium in healthy subjects by the calculation of sample entropy].
   Google Scholar
• Barbado , D. , Sabido , R. , Vera-García , F. J. , Gusi , N. and Moreno , F. J. 2012 . Effect of increasing difficulty in standing balance tasks with visual feedback on postural sway and EMG: Complexity and performance . Human Movement Science , 31 : 1224 – 1237 .
   PubMed Web of Science ®Google Scholar
• Bartlett , R. M. , Wheat , J. S. and Robins , M. 2007 . Is movement variability important for sports biomechanics? . Sports Biomechanics , 6 : 224 – 243 .
   PubMed Web of Science ®Google Scholar
• Carroll , J. and Freedman , W. 1993 . Nonstationarity properties of postural sway . Journal of Biomechanics , 26 : 409 – 416 .
   PubMed Web of Science ®Google Scholar
• Cordier , P. , France , M. M. , Pailhous , J. and Bolon , P. 1994 . Entropy as a global variable of the learning process . Human Movement Science , 13 : 745 – 763 .
   Web of Science ®Google Scholar
• Davids , K. , Araújo , D. , Glazier , P. and Bartlett , R. M. 2003 . Movement systems as dynamical systems: The role of functional variability and its implications for sports medicine . Sports Medicine , 33 : 245 – 260 .
   PubMed Web of Science ®Google Scholar
• Davids , K. , Button , C. and Bennett , S. 2008 . Dynamics of skill acquisition: A constraints-led approach. , Champaign , IL : Human Kinetics. .
   Google Scholar
• Emery , C. A. 2003 . Is there a clinical standing balance measurement appropriate for use in sports medicine? A review of the literature . Journal of Science and Medicine in Sports , 6 : 492 – 504 .
   Web of Science ®Google Scholar
• Frank , T. D. , Michelbrink , M. , Beckmann , H. and Schöllhorn , W. I. 2008 . A quantitative dynamical systems approach to differential learning: Self-organization principle and order parameter equations . Biological Cybernetics , 98 : 19 – 31 .
   PubMed Web of Science ®Google Scholar
• Gell-Mann , M. 1994 . The quark and the jaguar: Adventures in the simple and the complex. , New York , NY : Owl Books. .
   Google Scholar
• Gioftsidou , A. , Malliou , P. , Pafis , G. , Beneka , A. , Tsapralis , K. , Sofokleous , P. and Godolias , G. 2012 . Balance training programs for soccer injuries prevention . Journal of Human Sport and Exercise , 7 : 639 – 647 .
   Google Scholar
• Gstöttner , M. , Neher , A. , Scholtz , A. , Millonig , M. , Lembert , S. and Raschner , C. 2009 . Balance ability and muscle response of the preferred and nonpreferred leg in soccer players . Motor Control , 13 : 218 – 231 .
   PubMed Web of Science ®Google Scholar
• Haaran , F. J. and Keshner , E. A. 2008 . Sensory reweighting as a method of balance training for labyrinthine loss . Journal of Neurology & Physical Therapy , 32 : 186 – 191 .
   PubMedGoogle Scholar
• Haudum , A. , Birklbauer , J. and Müller , E. 2012 . The influence of external perturbations on running kinematics and muscle activity before and after accommodation . Journal of Sports Science and Medicine , 11 : 582 – 591 .
   PubMed Web of Science ®Google Scholar
• Humpert , V. 2004 . Vergleichende Analyse von Techniktrainingansätzen zum Tennisaufschlag , University of Münster. . Master's thesis, [Comparative analysis of technical training approaches to tennis serve]
   Google Scholar
• Humpert , V. and Schöllhorn , W. 2006 . “ Vergleich von Techniktrainingansätzen zum Tennisaufschlag [Comparison of technique training approaches to tennis serve] ” . In Trainingswissenschaften im Freizeitsport-Symposium der dvs-Sektion , Edited by: Ferrouti , A. and Remmert , H. 121 – 124 . Hamburg , , Germany : Trainningswissenschaften vom in Bochum. . [Training science in recreational sport-Symposium of dvs-section]
   Google Scholar
• Hyrsomallis , C. (2011) . Balance ability and athletic performance . Sports Medicine , 41 ( 3 ) : 221 – 232 .
   PubMed Web of Science ®Google Scholar
• Kello , C. T. , Beltz , B. C. , Holden , J. G. and Van Orden , G. C. 2007 . The emergent coordination of cognitive function . Journal of Experimental Psychology , 136 : 551 – 568 .
   Google Scholar
• Lipsitz , L. A. and Goldberger , L. A. 1992 . Loss of ‘complexity’ and aging. Potential applications of fractals and chaos theory to senescence . Journal of the American Medical Association , 267 : 1806 – 1809 .
   PubMed Web of Science ®Google Scholar
• Mayer-Kress , G. , Liu , Y. and Newell , K. M. 2006 . Complex systems and human movement . Complexity , 12 : 40 – 51 .
   Web of Science ®Google Scholar
• Menayo , R. , Moreno , F. J. , Fuentes , J. P. , Vaíllo , R. and Arroyo , J. S. 2012 . Relationship between motor variability, accuracy and ball speed in the tennis serve . Journal of Human Kinetics , 33 : 45 – 53 .
   PubMed Web of Science ®Google Scholar
• Newell , K. M. 1998 . “ Degrees of freedom and the development of postural center of pressure profiles ” . In Applications of nonlinear dynamics to development process modeling , Edited by: Newell , K. M. and Molenaar , P. C. M. 63 – 85 . Mahwah , NJ : Erlbaum. .
   Google Scholar
• Newell , K. M. , Challis , S. and Morrison , S. 2000 . Dimensional constraints on limb movements . Human Movement Science , 19 : 175 – 201 .
   Web of Science ®Google Scholar
• Newell , K. M. and Vaillancourt , D. E. 2001 . Dimensional change in motor learning . Human Movement Science , 20 : 695 – 715 .
   PubMed Web of Science ®Google Scholar
• Paillard , T. , Noe , F. , Riviere , T. , Marion , V. , Montoya , R. and Dupui , P. 2006 . Postural performance and strategy in the unipedal stance of soccer players at different levels of competition . Journal of Athletic Training , 41 : 172
   PubMed Web of Science ®Google Scholar
• Pincus , S. M. 1991 . Approximate entropy as a measure of system complexity . Proceedings of the National Academy of Sciences of the USA , 88 : 2297 – 2301 .
   PubMed Web of Science ®Google Scholar
• Pincus , S. M. and Huang , W. 1992 . Approximate entropy-statistical properties and applications . Communications in Statistics–Theory & Methods , 21 : 3061 – 3077 .
   Web of Science ®Google Scholar
• Preatoni , E. , Ferrario , M. , Dona , G. , Hammill , J. and Rodano , R. 2010 . Motor variability in sports: A non-linear analysis of race walking . Journal of Sports Sciences , 28 : 1327 – 1336 .
   PubMed Web of Science ®Google Scholar
• Ramdani , S. , Seigle , B. , Lagarde , J. , Bouchara , F. and Bernard , P. L. 2009 . On the use of sample entropy to analyze human postural sway data . Medical Engineering & Physics , 31 : 1023 – 1031 .
   PubMed Web of Science ®Google Scholar
• Ricotti , L. 2011 . Static and dynamic balance in young athletes . Journal of Human Sport & Exercise , 6 : 616 – 628 .
   Google Scholar
• Ricotti , L. and Ravaschio , A. 2011 . Break dance significantly increases static balance in 9 years-old soccer players . Gait & Posture , 33 : 462 – 465 .
   PubMed Web of Science ®Google Scholar
• Richman , J. S. and Moorman , J. R. 2000 . Physiological time-series analysis using approximate entropy and sample entropy . American Journal of Physiology. Heart and Circulatory Physiology , 278 : 2039 – 2049 .
   PubMed Web of Science ®Google Scholar
• Riley , M. A. , Balasubramaniam , R. and Turvey , M. T. 1999 . Recurrence quantification analysis of postural fluctuations . Gait & Posture , 11 : 12 – 24 .
   Google Scholar
• Riley , M. A. and Turvey , M. T. 2002 . Variability and determinism in elementary behaviors . Journal of Motor Behavior , 34 : 99 – 125 .
   PubMed Web of Science ®Google Scholar
• Römer , J. , Schöllhorn , W. I. , Jaitner , T. and Preiss , R. 2003 . Differential learning of techniques in volleyball. Measuring stations, measuring station training, motor learning . Leipziger Sportwissenschaftliche Beiträge , 9 : 129 – 133 .
   Google Scholar
• Ross , S. E. and Guskiewicz , K. M. 2003 . Time to stabilization: a method for analyzing dynamic postural stability . Athletic Therapy Today , 8 : 37 – 39 .
   Web of Science ®Google Scholar
• Ross , S. E. , Guskiewicz , K. M. and Yu , B. 2005 . Single-leg jump-landing stabilization times in subjects with functionally unstable ankles . Journal of Athletic Training , 40 : 298 – 304 .
   PubMed Web of Science ®Google Scholar
• Savelsbergh , G. J. P. , Kamper , W. J. , Rabius , J. , de Koning , J. J. and Schöllhorn , W. 2010 . A new method to learn to start in speed skating: A differential learning approach . International Journal Sport Psychology , 41 : 415 – 427 .
   Web of Science ®Google Scholar
• Scholz , J. P. , Schöner , G. and Latash , M. L. 2000 . Identifying the control structure of multi-joint coordination during pistol shooting . Experimental Brain Research , 135 : 382 – 404 .
   PubMed Web of Science ®Google Scholar
• Schmit , J. M. , Regis , D. I. and Riley , M. A. 2005 . Dynamics patterns of postural sway in ballet dancers and track athletes . Experimental Brain Research , 163 : 370 – 378 .
   PubMed Web of Science ®Google Scholar
• Schöllhorn , W. I. 1999a . Individualität-ein vernachlässigter Parameter? [Is individuality a neglected parameter?]. . Leistungssport , 2 : 4 – 11 .
   Google Scholar
• Schöllhorn , W. I. 1999b, August . Practical consequences of biomechanically determined individuality and fluctuations on motor learning. , Canada. : Paper presented at the International Society of Biomechanics XVIIth Congress, Calgary, Alberta .
   Google Scholar
• Schöllhorn , W. I. and Bauer , H. 1998, July . Identifying individual movement styles performance sports by means of self organizing Kohonen maps. , Germany. : Paper presented at the International Symposium on Biomechanics in Sports, Konstanz .
   Google Scholar
• Schöllhorn , W. I. , Hegen , P. and Davids , K. 2012 . The nonlinear nature of learning: A differential learning approach . The Open Sports Sciences Journal , 5 : 100 – 112 .
   Google Scholar
• Schöllhorn , W. I. , Michelbrink , M. , Beckmann , H. , Trockel , M. , Sechelmann , M. and Davids , K. 2006 . Does noise provide a basis for the unification of motor learning theories? . International Journal of Sport Psychology , 37 : 186 – 206 .
   Web of Science ®Google Scholar
• Schöllhorn , W. I. , Nigg , B. M. , Stefanyshyn , D. and Liu , W. 2002 . Identification of individual walking patterns using time discrete and time continuous data sets . Gait & Posture , 15 : 180 – 186 .
   PubMed Web of Science ®Google Scholar
• Sell , T. C. 2011 . An examination, correlation, and comparison of static and dynamic measures of postural stability in healthy, physically active adult . Physical Therapy in Sport , 30 : 1 – 7 .
   Google Scholar
• Sell , T. C. , Tsai , Y. S. , Smoliga , J. M. , Myers , J. B. and Lephart , S. M. 2007 . Strength, flexibility, and balance characteristics of highly proficient golfers . Journal of Strength and Conditioning Research , 21 : 1166 – 1171 .
   PubMed Web of Science ®Google Scholar
• Stergiou , N. , Buzzi , U. H. , Kurz , M. J. and Heidel , J. 2004 . “ Nonlinear tools in human movements ” . In Innovative analyses of human movement , Edited by: Stergiou , N. 63 – 90 . Champaign , IL : Human Kinetics. .
   Google Scholar
• Wagner , H. and Müller , E. 2008 . The effects of differential and variable training on the quality parameters of a handball throw . Sports Biomechanics , 7 : 54 – 71 .
   PubMed Web of Science ®Google Scholar
• Wijnants , M. L. , Bosman , A. M.T. , Hasselman , F. , Cox , R. F. and Van Orden , G. C. 2009 . 1/f Scaling in movement time changes with practice in precision aiming . Nonlinear Dynamics, Psychology, and Life Sciences , 13 : 75 – 94 .
   Web of Science ®Google Scholar
• Wikstrom , E. A. , Tillman , M. D. , Chmielewski , T. L. , Cauraugh , J. H. , Naugle , K. E. and Borsa , P. A. 2010 . Dynamic postural control but not mechanical stability differs among those with and without chronic ankle instability . Scandinavian Journal of Medicine & Science in Sports , 20 : 137 – 144 .
   PubMed Web of Science ®Google Scholar
• Wikstrom , E. A. , Tillman , M. D. , Smith , A. N. and Borsa , P. A. 2005 . A new force-plate technology measure of dynamic postural stability: The dynamic postural stability index . Journal of Athletic Training , 40 : 305 – 309 .
   PubMed Web of Science ®Google Scholar
• Yentes , J. M. , Hunt , N. , Schmid , K. K. , Kaipust , J. P. , McGrath , D. and Stergiou , N. 2013 . The appropriate use of approximate entropy and sample entropy with short data sets . Annals of Biomedical Engineering , 41 : 349 – 365 .
   PubMed Web of Science ®Google Scholar