Skip to main content
Top
Published in: Sports Medicine 3/2013

01-03-2013 | Review Article

Key Properties of Expert Movement Systems in Sport

An Ecological Dynamics Perspective

Authors: Ludovic Seifert, Chris Button, Keith Davids

Published in: Sports Medicine | Issue 3/2013

Login to get access

Abstract

This paper identifies key properties of expertise in sport predicated on the performer-environment relationship. Weaknesses of traditional approaches to expert performance, which uniquely focus on the performer and the environment separately, are highlighted by an ecological dynamics perspective. Key properties of expert movement systems include ‘multi- and meta-stability’, ‘adaptive variability’, ‘redundancy’, ‘degeneracy’ and the ‘attunement to affordances’. Empirical research on these expert system properties indicates that skill acquisition does not emerge from the internal representation of declarative and procedural knowledge, or the imitation of expert behaviours to linearly reduce a perceived ‘gap’ separating movements of beginners and a putative expert model. Rather, expert performance corresponds with the ongoing co-adaptation of an individual’s behaviours to dynamically changing, interacting constraints, individually perceived and encountered. The functional role of adaptive movement variability is essential to expert performance in many different sports (involving individuals and teams; ball games and outdoor activities; land and aquatic environments). These key properties signify that, in sport performance, although basic movement patterns need to be acquired by developing athletes, there exists no ideal movement template towards which all learners should aspire, since relatively unique functional movement solutions emerge from the interaction of key constraints.
Literature
1.
go back to reference Johnson-Laird PN. Mental models: towards a cognitive science of language, inference and consciousness. Cambridge (UK): Cambridge University Press; 1983. Johnson-Laird PN. Mental models: towards a cognitive science of language, inference and consciousness. Cambridge (UK): Cambridge University Press; 1983.
2.
go back to reference Schmidt RA. A schema theory of discrete motor skill learning. Psychol Rev. 1975;82:225–60.CrossRef Schmidt RA. A schema theory of discrete motor skill learning. Psychol Rev. 1975;82:225–60.CrossRef
3.
go back to reference Schmidt R, Lee T. Motor control and learning: a behavioral emphasis. 5th ed. Champaign (IL): Human Kinetics; 2011. Schmidt R, Lee T. Motor control and learning: a behavioral emphasis. 5th ed. Champaign (IL): Human Kinetics; 2011.
4.
go back to reference Summers JJ, Anson JG. Current status of the motor program: revisited. Hum Mov Sci. 2009;28(5):566–77.PubMedCrossRef Summers JJ, Anson JG. Current status of the motor program: revisited. Hum Mov Sci. 2009;28(5):566–77.PubMedCrossRef
5.
6.
go back to reference Ericsson KA, Krampe RT, Tesch-Römer C. The role of deliberate practice in the acquisition of expert performance. Psychol Rev. 1993;100:363–406.CrossRef Ericsson KA, Krampe RT, Tesch-Römer C. The role of deliberate practice in the acquisition of expert performance. Psychol Rev. 1993;100:363–406.CrossRef
7.
go back to reference Ericsson KA, Lehmann AC. Expert and exceptional performance: evidence of maximal adaptation to task constraints. Annu Rev Psychol. 1996;47:273–305.PubMedCrossRef Ericsson KA, Lehmann AC. Expert and exceptional performance: evidence of maximal adaptation to task constraints. Annu Rev Psychol. 1996;47:273–305.PubMedCrossRef
8.
go back to reference Ericsson KA. Protocol analysis and expert thought: concurrent verbalizations of thinking during experts’ performance on representative task. In: Ericsson KA, Charness N, Feltovich P, et al., editors. Cambridge handbook of expertise and expert performance. Cambridge (UK): Cambridge University Press; 2006. p. 223–42. Ericsson KA. Protocol analysis and expert thought: concurrent verbalizations of thinking during experts’ performance on representative task. In: Ericsson KA, Charness N, Feltovich P, et al., editors. Cambridge handbook of expertise and expert performance. Cambridge (UK): Cambridge University Press; 2006. p. 223–42.
9.
go back to reference Ericsson KA. Deliberate practice and acquisition of expert performance: a general overview. Acad Emerg Med. 2008;15:988–94.PubMedCrossRef Ericsson KA. Deliberate practice and acquisition of expert performance: a general overview. Acad Emerg Med. 2008;15:988–94.PubMedCrossRef
10.
go back to reference Anderson JR. Acquisition of cognitive skill. Psychol Rev. 1982;89:369–406.CrossRef Anderson JR. Acquisition of cognitive skill. Psychol Rev. 1982;89:369–406.CrossRef
11.
go back to reference Abernethy B, Maxwell JP, Masters RSW, et al. Attentional processes in skill learning and expert performance. In: Tenenbaum G, Eklund RC, editors. Handbook of sport psychology. 3rd ed. Hoboken (NJ): John Wiley & Sons, Inc.; 2007. p. 245–63. Abernethy B, Maxwell JP, Masters RSW, et al. Attentional processes in skill learning and expert performance. In: Tenenbaum G, Eklund RC, editors. Handbook of sport psychology. 3rd ed. Hoboken (NJ): John Wiley & Sons, Inc.; 2007. p. 245–63.
12.
go back to reference Abernethy B, Poolton JM, Masters RSW, et al. Implications of an expertise model for surgical skills training. ANZ J Surg. 2008;78:1092–5.PubMedCrossRef Abernethy B, Poolton JM, Masters RSW, et al. Implications of an expertise model for surgical skills training. ANZ J Surg. 2008;78:1092–5.PubMedCrossRef
13.
go back to reference Ericsson KA, Simon HA. Verbal reports as data. Psychol Rev. 1980;87:215–51.CrossRef Ericsson KA, Simon HA. Verbal reports as data. Psychol Rev. 1980;87:215–51.CrossRef
14.
go back to reference Gladwell M. Outliers. London: Penguin Books; 2008. Gladwell M. Outliers. London: Penguin Books; 2008.
15.
go back to reference Coyle D. The talent code. New York (NY): Bantam Dell, Random House Books; 2009. Coyle D. The talent code. New York (NY): Bantam Dell, Random House Books; 2009.
16.
go back to reference Syed M. Bounce. New York (NY): Harper Collins Publishers; 2010. Syed M. Bounce. New York (NY): Harper Collins Publishers; 2010.
17.
go back to reference Beek PJ, Jacobs D, Daffershofer A, et al. Expert performance in sport: views from the joint perspectives of ecological psychology and dynamical systems theory. In: Starkes JL, Ericsson KA, editors. Expert performance in sports. Champaign (IL): Human Kinetics; 2003. p. 321–42. Beek PJ, Jacobs D, Daffershofer A, et al. Expert performance in sport: views from the joint perspectives of ecological psychology and dynamical systems theory. In: Starkes JL, Ericsson KA, editors. Expert performance in sports. Champaign (IL): Human Kinetics; 2003. p. 321–42.
18.
go back to reference Davids K, Glazier P, Araújo D, et al. Movement systems as dynamical systems, the functional role of variability and its implications for sports medicine. Sports Med. 2003;33:245–60.PubMedCrossRef Davids K, Glazier P, Araújo D, et al. Movement systems as dynamical systems, the functional role of variability and its implications for sports medicine. Sports Med. 2003;33:245–60.PubMedCrossRef
19.
go back to reference Davids K, Bennett S, Newell K. Movement system variability. Champaign (IL): Human Kinetics; 2006. Davids K, Bennett S, Newell K. Movement system variability. Champaign (IL): Human Kinetics; 2006.
20.
go back to reference Tucker R, Collins M. What makes champions? A review of the relative contribution of genes and training to sporting success. Br J Sports Med. 2012;46(8):555–61.PubMedCrossRef Tucker R, Collins M. What makes champions? A review of the relative contribution of genes and training to sporting success. Br J Sports Med. 2012;46(8):555–61.PubMedCrossRef
21.
go back to reference Araújo D, Davids K, Hristovski R. The ecological dynamics of decision making in sport. Psychol Sport Exerc. 2006;7:653–76.CrossRef Araújo D, Davids K, Hristovski R. The ecological dynamics of decision making in sport. Psychol Sport Exerc. 2006;7:653–76.CrossRef
22.
go back to reference Davids K, Handford C, Williams M. The natural physical alternative to cognitive theories of motor behavior: an invitation for interdisciplinary research in sports science? J Sports Sci. 1994;12:495–528.PubMedCrossRef Davids K, Handford C, Williams M. The natural physical alternative to cognitive theories of motor behavior: an invitation for interdisciplinary research in sports science? J Sports Sci. 1994;12:495–528.PubMedCrossRef
23.
go back to reference Davids K, Button C, Bennett S. Dynamics of skill acquisition: a constraints-led approach. Champaign (IL): Human Kinetics; 2008. Davids K, Button C, Bennett S. Dynamics of skill acquisition: a constraints-led approach. Champaign (IL): Human Kinetics; 2008.
25.
go back to reference Chow JY, Davids K, Button C, et al. Dynamics of multi-articular coordination in neurobiological systems. Nonlinear Dyn Psychol Life Sci. 2009;13(1):27–55. Chow JY, Davids K, Button C, et al. Dynamics of multi-articular coordination in neurobiological systems. Nonlinear Dyn Psychol Life Sci. 2009;13(1):27–55.
26.
go back to reference Davids K, Glazier P. Deconstructing neurobiological coordination: the role of the biomechanics-motor control nexus. Exerc Sport Sci Rev. 2010;38(2):86–90.PubMedCrossRef Davids K, Glazier P. Deconstructing neurobiological coordination: the role of the biomechanics-motor control nexus. Exerc Sport Sci Rev. 2010;38(2):86–90.PubMedCrossRef
27.
go back to reference Glazier P, Davids K. Constraints on the complete optimization of human motion. Sports Med. 2009;39:15–28.PubMedCrossRef Glazier P, Davids K. Constraints on the complete optimization of human motion. Sports Med. 2009;39:15–28.PubMedCrossRef
28.
go back to reference Kelso JAS. Dynamic patterns: the self-organization of brain and behavior. Cambridge: MIT Press; 1995. Kelso JAS. Dynamic patterns: the self-organization of brain and behavior. Cambridge: MIT Press; 1995.
29.
go back to reference Phillips E, Davids K, Renshaw I, et al. Expert performance in sport and the dynamics of talent development. Sports Med. 2010;40(4):271–83.PubMedCrossRef Phillips E, Davids K, Renshaw I, et al. Expert performance in sport and the dynamics of talent development. Sports Med. 2010;40(4):271–83.PubMedCrossRef
30.
go back to reference Vilar L, Araujo D, Davids K, et al. The role of ecological dynamics in analysing performance in team sports. Sports Med. 2012;41(1):1–10.CrossRef Vilar L, Araujo D, Davids K, et al. The role of ecological dynamics in analysing performance in team sports. Sports Med. 2012;41(1):1–10.CrossRef
31.
go back to reference Gibson JJ. The senses considered as perceptual systems. Boston (MA): Houghton Mifflin; 1966. Gibson JJ. The senses considered as perceptual systems. Boston (MA): Houghton Mifflin; 1966.
32.
go back to reference Araújo D, Davids K. What exactly is acquired during skill acquisition? J Conscious Stud. 2011;18(3):7–23. Araújo D, Davids K. What exactly is acquired during skill acquisition? J Conscious Stud. 2011;18(3):7–23.
33.
go back to reference Davids K, Araújo A. Perception of affordances in multi-scale dynamics as an alternative explanation for equivalence of analogical and inferential reasoning in animals and humans. Theory Psychol. 2010;20(1):125–34.CrossRef Davids K, Araújo A. Perception of affordances in multi-scale dynamics as an alternative explanation for equivalence of analogical and inferential reasoning in animals and humans. Theory Psychol. 2010;20(1):125–34.CrossRef
34.
go back to reference Fajen BR. Perceiving possibilities for action: on the necessity of calibration and perceptual learning for the visual guidance of action. Perception. 2005;34(6):717–40.PubMedCrossRef Fajen BR. Perceiving possibilities for action: on the necessity of calibration and perceptual learning for the visual guidance of action. Perception. 2005;34(6):717–40.PubMedCrossRef
35.
go back to reference Fajen BR, Diaz G, Cramer C. Reconsidering the role of movement in perceiving action-scaled affordances. Hum Mov Sci. 2011;30(3):504–33.PubMedCrossRef Fajen BR, Diaz G, Cramer C. Reconsidering the role of movement in perceiving action-scaled affordances. Hum Mov Sci. 2011;30(3):504–33.PubMedCrossRef
36.
go back to reference Ramenzoni VC, Riley MA, Shockley K, et al. An information-based approach to action understanding. Cognition. 2008;106(2):1059–70.PubMedCrossRef Ramenzoni VC, Riley MA, Shockley K, et al. An information-based approach to action understanding. Cognition. 2008;106(2):1059–70.PubMedCrossRef
37.
go back to reference Weast JA, Shockley K, Riley MA. The influence of athletic experience and kinematic information on skill-relevant affordance perception. Q J Exp Psychol. 2011;64(4):689–706.CrossRef Weast JA, Shockley K, Riley MA. The influence of athletic experience and kinematic information on skill-relevant affordance perception. Q J Exp Psychol. 2011;64(4):689–706.CrossRef
38.
go back to reference Davids K, Araújo D, Button C, et al. Degenerate brains, indeterminate behavior, and representative tasks: implications for experimental design in sport psychology research. In: Tenenbaum G, Eklund RC, editors. Handbook of sport psychology. 3rd ed. Hoboken (NJ): John Wiley & Sons, Inc.; 2007. p. 224–44. Davids K, Araújo D, Button C, et al. Degenerate brains, indeterminate behavior, and representative tasks: implications for experimental design in sport psychology research. In: Tenenbaum G, Eklund RC, editors. Handbook of sport psychology. 3rd ed. Hoboken (NJ): John Wiley & Sons, Inc.; 2007. p. 224–44.
39.
go back to reference Davids K, Araújo A. The concept of ‘Organismic Asymmetry’ in sport science. J Sci Med Sport. 2010;13:633–40.PubMedCrossRef Davids K, Araújo A. The concept of ‘Organismic Asymmetry’ in sport science. J Sci Med Sport. 2010;13:633–40.PubMedCrossRef
40.
go back to reference Pinder RA, Davids K, Renshaw I, et al. Representative learning design and functionality of research and practice in sport. J Sport Exerc Psychol. 2011;33(1):146–55.PubMed Pinder RA, Davids K, Renshaw I, et al. Representative learning design and functionality of research and practice in sport. J Sport Exerc Psychol. 2011;33(1):146–55.PubMed
41.
go back to reference Davids K, Baker J. Genes, environment and sport performance: why the nature-nurture dualism is no longer relevant. Sports Med. 2007;37(11):961–80.PubMedCrossRef Davids K, Baker J. Genes, environment and sport performance: why the nature-nurture dualism is no longer relevant. Sports Med. 2007;37(11):961–80.PubMedCrossRef
42.
go back to reference Gibson JJ. The ecological approach to visual perception. Boston (MA): Houghton Mifflin; 1979. Gibson JJ. The ecological approach to visual perception. Boston (MA): Houghton Mifflin; 1979.
43.
go back to reference Lee DN. A theory of visual control of braking based on information about time-to-collision. Perception. 1976;5:437–59.PubMedCrossRef Lee DN. A theory of visual control of braking based on information about time-to-collision. Perception. 1976;5:437–59.PubMedCrossRef
44.
go back to reference Kelso JAS, Schöner G. Self-organization of coordinative movement patterns. Hum Mov Sci. 1988;7:27–46.CrossRef Kelso JAS, Schöner G. Self-organization of coordinative movement patterns. Hum Mov Sci. 1988;7:27–46.CrossRef
45.
go back to reference Kugler PN, Kelso JAS, Turvey MT. On the concept of coordinative structures as dissipative structures. In: Stelmach GE, Requin J, editors. Tutorials in motor behavior. Amsterdam: Springer-Verlag; 1980. p. 3–47.CrossRef Kugler PN, Kelso JAS, Turvey MT. On the concept of coordinative structures as dissipative structures. In: Stelmach GE, Requin J, editors. Tutorials in motor behavior. Amsterdam: Springer-Verlag; 1980. p. 3–47.CrossRef
46.
go back to reference Kugler PN, Turvey MT. Information, natural law, and the self-assembly of rhythmic movement. Hillsdale (NJ): Erlbaum; 1987. Kugler PN, Turvey MT. Information, natural law, and the self-assembly of rhythmic movement. Hillsdale (NJ): Erlbaum; 1987.
47.
go back to reference Nicolis G, Prigogine I. Exploring complexity: an introduction. New York (NY): Freeman; 1989. Nicolis G, Prigogine I. Exploring complexity: an introduction. New York (NY): Freeman; 1989.
48.
go back to reference Haken H. Advanced synergetics. Heidelberg: Springer-Verlag; 1983. Haken H. Advanced synergetics. Heidelberg: Springer-Verlag; 1983.
49.
go back to reference Haken H. Principles of brain functioning: a synergetic approach to brain activity, behavior and cognition. Berlin: Springer-Verlag; 1996.CrossRef Haken H. Principles of brain functioning: a synergetic approach to brain activity, behavior and cognition. Berlin: Springer-Verlag; 1996.CrossRef
50.
go back to reference Jantzen KJ, Oullier O, Kelso JAS. Neuroimaging coordination dynamics in the sport sciences. Methods. 2008;45(4):325–35.PubMedCrossRef Jantzen KJ, Oullier O, Kelso JAS. Neuroimaging coordination dynamics in the sport sciences. Methods. 2008;45(4):325–35.PubMedCrossRef
51.
go back to reference Fajen B, Warren W. Behavioral dynamics of steering, obstacle avoidance, and route selection. J Exp Psychol Hum Percept Perf. 2003;29:343–62.CrossRef Fajen B, Warren W. Behavioral dynamics of steering, obstacle avoidance, and route selection. J Exp Psychol Hum Percept Perf. 2003;29:343–62.CrossRef
52.
go back to reference Warren WH, Fajen B. Behavioral dynamics of human locomotion. Ecol Psychol. 2004;16:61–6.CrossRef Warren WH, Fajen B. Behavioral dynamics of human locomotion. Ecol Psychol. 2004;16:61–6.CrossRef
53.
go back to reference Turvey MT, Shaw RE. Toward an ecological physics and a physical psychology. In: Solso RL, Massaro DW, editors. The science of the mind: 2001 and beyond. New York (NY): Oxford University Press; 1995. p. 144–69. Turvey MT, Shaw RE. Toward an ecological physics and a physical psychology. In: Solso RL, Massaro DW, editors. The science of the mind: 2001 and beyond. New York (NY): Oxford University Press; 1995. p. 144–69.
54.
go back to reference Brisson TA, Alain C. Should common optimal movement patterns be identified as the criterion to be achieved? J Mot Behav. 1996;28:211–23.PubMedCrossRef Brisson TA, Alain C. Should common optimal movement patterns be identified as the criterion to be achieved? J Mot Behav. 1996;28:211–23.PubMedCrossRef
55.
go back to reference Hristovski R, Davids K, Araújo D. Information for regulating action in sport: metastability and emergence of tactical solutions under ecological constraints. In: Araujo D, Ripoll H, Raab M, editors. Perspectives on cognition and action in sport. Hauppauge (NY): Nova Science Publishers; 2009. p. 43–57. Hristovski R, Davids K, Araújo D. Information for regulating action in sport: metastability and emergence of tactical solutions under ecological constraints. In: Araujo D, Ripoll H, Raab M, editors. Perspectives on cognition and action in sport. Hauppauge (NY): Nova Science Publishers; 2009. p. 43–57.
56.
go back to reference Davids K, Araujo D, Shuttleworth R, et al. Acquiring skill in sport: a constraints-led perspective. Int J Comput Sci Sport. 2004;2:31–9. Davids K, Araujo D, Shuttleworth R, et al. Acquiring skill in sport: a constraints-led perspective. Int J Comput Sci Sport. 2004;2:31–9.
57.
go back to reference Newell KM. Constraints on the development of coordination. In: Wade MG, Whiting HTA, editors. Motor development in children: aspect of coordination and control. Dordrecht: Nijhoff; 1986. p. 341–60.CrossRef Newell KM. Constraints on the development of coordination. In: Wade MG, Whiting HTA, editors. Motor development in children: aspect of coordination and control. Dordrecht: Nijhoff; 1986. p. 341–60.CrossRef
58.
go back to reference Turvey MT. Impredicativity, dynamics and the perception-action divide. In: Jirsa VK, Kelso JAS, editors. Coordination dynamics: issues and trends. Berlin: Springer Verlag; 2004. p. 1–20.CrossRef Turvey MT. Impredicativity, dynamics and the perception-action divide. In: Jirsa VK, Kelso JAS, editors. Coordination dynamics: issues and trends. Berlin: Springer Verlag; 2004. p. 1–20.CrossRef
59.
60.
go back to reference Turvey MT, Shaw RE. Ecological foundations of cognition: I. Symmetry and specificity of animal–environment systems. J Conscious Stud. 1999;6(11–12):95–110. Turvey MT, Shaw RE. Ecological foundations of cognition: I. Symmetry and specificity of animal–environment systems. J Conscious Stud. 1999;6(11–12):95–110.
61.
go back to reference Gagné F. Motivation within the DMGT 2.0 framework. High Abil Stud. 2010;21(2):81–99.CrossRef Gagné F. Motivation within the DMGT 2.0 framework. High Abil Stud. 2010;21(2):81–99.CrossRef
62.
go back to reference Renshaw I, Davids K, Savelsbergh GJP. Motor learning in practice: a constraints-led approach. New York (NY): Routledge; 2010. Renshaw I, Davids K, Savelsbergh GJP. Motor learning in practice: a constraints-led approach. New York (NY): Routledge; 2010.
64.
go back to reference Kelso JAS. Multi-stability and meta-stability: understanding dynamic coordination in the brain. Philos Trans R Soc Lond B Biol Sci. 2012;367:906–18.PubMedCrossRef Kelso JAS. Multi-stability and meta-stability: understanding dynamic coordination in the brain. Philos Trans R Soc Lond B Biol Sci. 2012;367:906–18.PubMedCrossRef
65.
go back to reference Kelso JAS, Jeka JJ. Symmetry breaking dynamics of human multi-limb coordination. J Exp Psychol Hum Percept Perf. 1992;18:645–68.CrossRef Kelso JAS, Jeka JJ. Symmetry breaking dynamics of human multi-limb coordination. J Exp Psychol Hum Percept Perf. 1992;18:645–68.CrossRef
66.
go back to reference Nourrit D, Delignières D, Caillou N, et al. On discontinuities in motor learning: a longitudinal study of complex skill acquisition on a ski-simulator. J Mot Behav. 2003;35(2):151–70.PubMedCrossRef Nourrit D, Delignières D, Caillou N, et al. On discontinuities in motor learning: a longitudinal study of complex skill acquisition on a ski-simulator. J Mot Behav. 2003;35(2):151–70.PubMedCrossRef
67.
go back to reference Teulier C, Delignières D. The nature of the transition between novice and skilled coordination during learning to swing. Hum Mov Sci. 2007;26:376–92.PubMedCrossRef Teulier C, Delignières D. The nature of the transition between novice and skilled coordination during learning to swing. Hum Mov Sci. 2007;26:376–92.PubMedCrossRef
68.
go back to reference Chow JY, Davids K, Hristovski R, et al. Nonlinear pedagogy: learning design for self-organizing neurobiological systems. New Ideas Psychol. 2011;29:189–200.CrossRef Chow JY, Davids K, Hristovski R, et al. Nonlinear pedagogy: learning design for self-organizing neurobiological systems. New Ideas Psychol. 2011;29:189–200.CrossRef
69.
go back to reference van Emmerik REA, Rosenstein MT, McDermott WJ, et al. A nonlinear dynamics approach to human movement. J Appl Biomech. 2004;20:396–420. van Emmerik REA, Rosenstein MT, McDermott WJ, et al. A nonlinear dynamics approach to human movement. J Appl Biomech. 2004;20:396–420.
70.
go back to reference Zanone PG, Kelso JAS. Evolution of behavioral attractors with learning: nonequilibrium phase transitions. J Exp Psychol Hum Percept Perf. 1992;18:403–21.CrossRef Zanone PG, Kelso JAS. Evolution of behavioral attractors with learning: nonequilibrium phase transitions. J Exp Psychol Hum Percept Perf. 1992;18:403–21.CrossRef
71.
go back to reference Kelso JAS. Phase transitions and critical behavior in human bimanual coordination. Am J Physiol Regul Integr Comp Physiol. 1984;15:R1000–4. Kelso JAS. Phase transitions and critical behavior in human bimanual coordination. Am J Physiol Regul Integr Comp Physiol. 1984;15:R1000–4.
72.
go back to reference Hristovski R, Davids K, Araújo D, et al. Constraints-induced emergence of functional novelty in complex neurobiological systems: a basis for creativity in sport. Nonlinear Dyn Psychol Life Sci. 2011;15(2):175–206. Hristovski R, Davids K, Araújo D, et al. Constraints-induced emergence of functional novelty in complex neurobiological systems: a basis for creativity in sport. Nonlinear Dyn Psychol Life Sci. 2011;15(2):175–206.
73.
go back to reference Boschker MSJ, Bakker FC, Michaels CF. Memory for the functional characteristics of climbing walls: perceiving affordances. J Mot Behav. 2002;34:25–36.PubMedCrossRef Boschker MSJ, Bakker FC, Michaels CF. Memory for the functional characteristics of climbing walls: perceiving affordances. J Mot Behav. 2002;34:25–36.PubMedCrossRef
74.
go back to reference Seifert L, Wattebled L, L’Hermette M, et al. Inter-limb coordination variability in ice climbers of different skill level. Educ Phys Train Sport. 2011;1(80):63–8. Seifert L, Wattebled L, L’Hermette M, et al. Inter-limb coordination variability in ice climbers of different skill level. Educ Phys Train Sport. 2011;1(80):63–8.
75.
go back to reference Bourdin C, Teasdale N, Nougier V, et al. Postural constraints modify the organization of grasping movements. Hum Mov Sci. 1999;18:87–102.CrossRef Bourdin C, Teasdale N, Nougier V, et al. Postural constraints modify the organization of grasping movements. Hum Mov Sci. 1999;18:87–102.CrossRef
76.
go back to reference Hristovski R, Davids K, Araújo D. Affordance-controlled bifurcations of action patterns in martial arts. Nonlinear Dyn Psychol Life Sci. 2006;10(4):409–44. Hristovski R, Davids K, Araújo D. Affordance-controlled bifurcations of action patterns in martial arts. Nonlinear Dyn Psychol Life Sci. 2006;10(4):409–44.
77.
go back to reference Hristovski R, Davids K, Araújo D, et al. How boxers decide to punch a target: emergent behaviour in non linear dynamic movement systems. J Sports Sci Med. 2006;5:60–73. Hristovski R, Davids K, Araújo D, et al. How boxers decide to punch a target: emergent behaviour in non linear dynamic movement systems. J Sports Sci Med. 2006;5:60–73.
78.
go back to reference Pinder RA, Davids K, Renshaw I. Metastability and emergent performance of dynamic interceptive actions. J Sci Med Sport. 2012;15(5):437–43.PubMedCrossRef Pinder RA, Davids K, Renshaw I. Metastability and emergent performance of dynamic interceptive actions. J Sci Med Sport. 2012;15(5):437–43.PubMedCrossRef
79.
go back to reference Newell KM, Corcos DM. Issues in variability and motor control. In: Newell KM, Corcos DM, editors. Variability and motor control. Champaign (IL): Human Kinetics; 1993. p. 1–12. Newell KM, Corcos DM. Issues in variability and motor control. In: Newell KM, Corcos DM, editors. Variability and motor control. Champaign (IL): Human Kinetics; 1993. p. 1–12.
80.
go back to reference Newell KM, Slifkin AB. The nature of movement variability. In: Piek JP, editor. Motor behaviour and human skill: a multidisciplinarity perspective. Champaign (IL): Human Kinetics; 1998. p. 143–60. Newell KM, Slifkin AB. The nature of movement variability. In: Piek JP, editor. Motor behaviour and human skill: a multidisciplinarity perspective. Champaign (IL): Human Kinetics; 1998. p. 143–60.
81.
go back to reference Newell KM, Deutsch KM, Sosnoff JJ, et al. Variability in motor output as noise: a default and erroneous proposition? In: Davids K, Bennett S, Newell KM, editors. Movement system variability. Champaign (IL): Human Kinetics; 2006. p. 3–24. Newell KM, Deutsch KM, Sosnoff JJ, et al. Variability in motor output as noise: a default and erroneous proposition? In: Davids K, Bennett S, Newell KM, editors. Movement system variability. Champaign (IL): Human Kinetics; 2006. p. 3–24.
82.
go back to reference Li L, Haddad JM, Hamill J. Stability and variability may respond differently to changes in walking speed. Hum Mov Sci. 2005;24:257–67.PubMedCrossRef Li L, Haddad JM, Hamill J. Stability and variability may respond differently to changes in walking speed. Hum Mov Sci. 2005;24:257–67.PubMedCrossRef
83.
go back to reference van Emmerik REA, van Wegen EEH. On variability and stability in human movement. J Appl Biomech. 2000;16:394–406. van Emmerik REA, van Wegen EEH. On variability and stability in human movement. J Appl Biomech. 2000;16:394–406.
84.
go back to reference Edelman GM, Gally JA. Degeneracy and complexity in biological systems. Proc Natl Acad Sci USA. 2001;98(24):13763–8.PubMedCrossRef Edelman GM, Gally JA. Degeneracy and complexity in biological systems. Proc Natl Acad Sci USA. 2001;98(24):13763–8.PubMedCrossRef
85.
go back to reference Hoyt DF, Taylor CR. Gait and the energetics of locomotion in horses. Nature. 1981;292:239–40.CrossRef Hoyt DF, Taylor CR. Gait and the energetics of locomotion in horses. Nature. 1981;292:239–40.CrossRef
86.
go back to reference Sparrow WA. Energetics of human activity. Champaign (IL): Human Kinetics; 2000. Sparrow WA. Energetics of human activity. Champaign (IL): Human Kinetics; 2000.
87.
go back to reference Sparrow WA, Newell KM. Metabolic energy expenditure and the regulation of movement economy. Psych Bull Rev. 1998;5:173–96.CrossRef Sparrow WA, Newell KM. Metabolic energy expenditure and the regulation of movement economy. Psych Bull Rev. 1998;5:173–96.CrossRef
88.
go back to reference Davids K, Bennett S, Handford C, et al. Acquiring coordination in self-paced extrinsic timing tasks: a constraints led perspective. Int J Sport Psychol. 1999;30:437–61. Davids K, Bennett S, Handford C, et al. Acquiring coordination in self-paced extrinsic timing tasks: a constraints led perspective. Int J Sport Psychol. 1999;30:437–61.
89.
go back to reference Chollet D, Chalies S, Chatard JC. A new index of coordination for the crawl: description and usefulness. Int J Sports Med. 2000;21:54–9.PubMedCrossRef Chollet D, Chalies S, Chatard JC. A new index of coordination for the crawl: description and usefulness. Int J Sports Med. 2000;21:54–9.PubMedCrossRef
90.
go back to reference Seifert L, Chollet D. Inter-limb coordination and constraints in swimming: a review. In: Beaulieu NP, editor. Physical activity and children: new research. Hauppauge (NY): Nova Science Publishers; 2008. p. 65–93. Seifert L, Chollet D. Inter-limb coordination and constraints in swimming: a review. In: Beaulieu NP, editor. Physical activity and children: new research. Hauppauge (NY): Nova Science Publishers; 2008. p. 65–93.
91.
go back to reference Seifert L, Chollet D, Bardy B. Effect of swimming velocity on arm coordination in front crawl: a dynamical analysis. J Sports Sci. 2004;22(7):651–60.PubMedCrossRef Seifert L, Chollet D, Bardy B. Effect of swimming velocity on arm coordination in front crawl: a dynamical analysis. J Sports Sci. 2004;22(7):651–60.PubMedCrossRef
92.
go back to reference Seifert L, Button C, Brazier T. Interacting constraints and coordination in swimming. In: Renshaw I, Davids K, Savelsbergh GJP, editors. Motor learning in practice: a constraints-led approach. London: Routledge; 2010, p. 83–98. Seifert L, Button C, Brazier T. Interacting constraints and coordination in swimming. In: Renshaw I, Davids K, Savelsbergh GJP, editors. Motor learning in practice: a constraints-led approach. London: Routledge; 2010, p. 83–98.
93.
go back to reference Leblanc H, Seifert L, Baudry L, et al. Arm-leg coordination in flat breaststroke: a comparative study between elite and non-elite swimmers. Int J Sports Med. 2005;26(9):787–97.PubMedCrossRef Leblanc H, Seifert L, Baudry L, et al. Arm-leg coordination in flat breaststroke: a comparative study between elite and non-elite swimmers. Int J Sports Med. 2005;26(9):787–97.PubMedCrossRef
94.
go back to reference Seifert L, Leblanc H, Chollet D, et al. Inter-limb coordination in swimming: effect of speed and skill level. Hum Mov Sci. 2010;29:103–13.PubMedCrossRef Seifert L, Leblanc H, Chollet D, et al. Inter-limb coordination in swimming: effect of speed and skill level. Hum Mov Sci. 2010;29:103–13.PubMedCrossRef
95.
go back to reference Seifert L, Leblanc H, Herault R, et al. Inter-subject variability in the upper-lower limb breaststroke coordination. Hum Mov Sci. 2011;30(3):550–65.PubMedCrossRef Seifert L, Leblanc H, Herault R, et al. Inter-subject variability in the upper-lower limb breaststroke coordination. Hum Mov Sci. 2011;30(3):550–65.PubMedCrossRef
96.
go back to reference Chow JY, Davids K, Button C, et al. Variation in coordination of a discrete multiarticular action as a function of skill level. J Mot Behav. 2007;39(6):463–79.PubMedCrossRef Chow JY, Davids K, Button C, et al. Variation in coordination of a discrete multiarticular action as a function of skill level. J Mot Behav. 2007;39(6):463–79.PubMedCrossRef
97.
go back to reference Seifert L, Barbosa T, Kjendlie PL. Biophysics approach in swimming: gender effect. In: Davies SA, editor. Gender gap: causes, experiences and effects. Hauppauge (NY): Nova Science Publishers; 2011. p. 59–80. Seifert L, Barbosa T, Kjendlie PL. Biophysics approach in swimming: gender effect. In: Davies SA, editor. Gender gap: causes, experiences and effects. Hauppauge (NY): Nova Science Publishers; 2011. p. 59–80.
98.
go back to reference Bernstein NA. The co-ordination and regulation of movement. Elmsford (NY): Pergamon Press; 1967. Bernstein NA. The co-ordination and regulation of movement. Elmsford (NY): Pergamon Press; 1967.
99.
go back to reference Vereijken B, van Emmerik REA, Whiting HTA, et al. Freezing degrees of freedom in skill acquisition. J Mot Behav. 1992;24:133–42.CrossRef Vereijken B, van Emmerik REA, Whiting HTA, et al. Freezing degrees of freedom in skill acquisition. J Mot Behav. 1992;24:133–42.CrossRef
100.
go back to reference Temprado J, Della Grasta M, Farrell M, et al. A novice-expert comparison of (intra-limb) coordination subserving the volleyball serve. Hum Mov Sci. 1997;16:653–76.CrossRef Temprado J, Della Grasta M, Farrell M, et al. A novice-expert comparison of (intra-limb) coordination subserving the volleyball serve. Hum Mov Sci. 1997;16:653–76.CrossRef
101.
go back to reference Swinnen SP, Jardin K, Meulenbroek R, et al. Egocentric and allocentric constraints in the expression of patterns of inter-limb coordination. J Cogn Neurosci. 1997;9:348–77.CrossRef Swinnen SP, Jardin K, Meulenbroek R, et al. Egocentric and allocentric constraints in the expression of patterns of inter-limb coordination. J Cogn Neurosci. 1997;9:348–77.CrossRef
102.
go back to reference Mason PH. Degeneracy at multiple levels of complexity. Biol Theory. 2010;5(3):277–88.CrossRef Mason PH. Degeneracy at multiple levels of complexity. Biol Theory. 2010;5(3):277–88.CrossRef
103.
go back to reference Whitacre JM. Degeneracy: a link between evolvability, robustness and complexity in biological systems. Theor Biol Med Model. 2010;7(6):1–17. Whitacre JM. Degeneracy: a link between evolvability, robustness and complexity in biological systems. Theor Biol Med Model. 2010;7(6):1–17.
104.
go back to reference Whitacre JM, Bender A. Degeneracy: a design principle for achieving robustness and evolvability. J Theor Biol. 2010;263(1):143–53.PubMedCrossRef Whitacre JM, Bender A. Degeneracy: a design principle for achieving robustness and evolvability. J Theor Biol. 2010;263(1):143–53.PubMedCrossRef
105.
go back to reference Button C, Mac Leod M, Sanders R, et al. Examining movement variability in the basketball free-throw action at different skill levels. Res Q Exerc Sport. 2003;74:257–69.PubMedCrossRef Button C, Mac Leod M, Sanders R, et al. Examining movement variability in the basketball free-throw action at different skill levels. Res Q Exerc Sport. 2003;74:257–69.PubMedCrossRef
106.
go back to reference Rein R, Davids K, Button C. Adaptive and phase transition behavior in performance of discrete multi-articular actions by degenerate neurobiological systems. Exp Brain Res. 2010;201(2):307–22.PubMedCrossRef Rein R, Davids K, Button C. Adaptive and phase transition behavior in performance of discrete multi-articular actions by degenerate neurobiological systems. Exp Brain Res. 2010;201(2):307–22.PubMedCrossRef
107.
go back to reference Fradet L, Botcazou M, Durocher C, et al. Do handball throws always exhibit a proximal-to-distal segmental sequence? J Sports Sci. 2004;22:439–47.PubMedCrossRef Fradet L, Botcazou M, Durocher C, et al. Do handball throws always exhibit a proximal-to-distal segmental sequence? J Sports Sci. 2004;22:439–47.PubMedCrossRef
108.
go back to reference Schorer J, Baker J, Fath F, et al. Identification of interindividual and intraindividual movement patterns in handball players of varying expertise levels. J Mot Behav. 2007;39(5):409–21.PubMedCrossRef Schorer J, Baker J, Fath F, et al. Identification of interindividual and intraindividual movement patterns in handball players of varying expertise levels. J Mot Behav. 2007;39(5):409–21.PubMedCrossRef
109.
go back to reference Wagner H, Pfusterschmied J, Klous M, et al. Movement variability and skill level of various throwing techniques. Hum Mov Sci. 2012;31(1):78–90.PubMedCrossRef Wagner H, Pfusterschmied J, Klous M, et al. Movement variability and skill level of various throwing techniques. Hum Mov Sci. 2012;31(1):78–90.PubMedCrossRef
110.
go back to reference Bretigny P, Leroy D, Button C, et al. Coordination profiles of the expert field hockey drive according to field roles. Sport Biomech. 2011;10(4):339–50.CrossRef Bretigny P, Leroy D, Button C, et al. Coordination profiles of the expert field hockey drive according to field roles. Sport Biomech. 2011;10(4):339–50.CrossRef
111.
go back to reference Burgess-Limerick R, Abernethy B, Neal RJ. Experience and backswing movement time variability: a short note concerning a serenditipous observation. Hum Mov Sci. 1991;10:621–7.CrossRef Burgess-Limerick R, Abernethy B, Neal RJ. Experience and backswing movement time variability: a short note concerning a serenditipous observation. Hum Mov Sci. 1991;10:621–7.CrossRef
112.
go back to reference Franks IM, Weicker D, Robertson DGE. The kinematics, movement phasing and timing of a skilled action in response to varying conditions of uncertainty. Hum Mov Sci. 1985;4(2):91–105.CrossRef Franks IM, Weicker D, Robertson DGE. The kinematics, movement phasing and timing of a skilled action in response to varying conditions of uncertainty. Hum Mov Sci. 1985;4(2):91–105.CrossRef
113.
go back to reference Bootsma RJ, van Wieringen PCW. Timing an attacking forehand drive in table tennis. J Exp Psychol Hum Percept Perf. 1990;16(l):21–9. Bootsma RJ, van Wieringen PCW. Timing an attacking forehand drive in table tennis. J Exp Psychol Hum Percept Perf. 1990;16(l):21–9.
114.
go back to reference Jaitner T, Mendoza L, Schöllhorn W. Analysis of the long jump technique in the transitions from approach to takeoff based on time-continuous kinematic data. Eur J Sports Sci. 2001;1(5):1–11.CrossRef Jaitner T, Mendoza L, Schöllhorn W. Analysis of the long jump technique in the transitions from approach to takeoff based on time-continuous kinematic data. Eur J Sports Sci. 2001;1(5):1–11.CrossRef
115.
go back to reference Wilson C, Simpson SE, van Emmerik REA, et al. Coordination variability and skill development in expert triple jumpers. Sport Biomech. 2008;7(1):2–9.CrossRef Wilson C, Simpson SE, van Emmerik REA, et al. Coordination variability and skill development in expert triple jumpers. Sport Biomech. 2008;7(1):2–9.CrossRef
116.
go back to reference Seifert L, Chehensse A, Tourny-Chollet C, et al. Breathing patterns effect on arm coordination symmetry in front crawl. J Strength Cond Res. 2008;22(5):1670–6.PubMedCrossRef Seifert L, Chehensse A, Tourny-Chollet C, et al. Breathing patterns effect on arm coordination symmetry in front crawl. J Strength Cond Res. 2008;22(5):1670–6.PubMedCrossRef
117.
go back to reference Brunswik E. Perception and the representative design of psychological experiments. Berkeley (CA): University of California Press; 1956. Brunswik E. Perception and the representative design of psychological experiments. Berkeley (CA): University of California Press; 1956.
118.
go back to reference Dhami MK, Hertwig R, Hoffrage U. The role of representative design in an ecological approach to cognition. Psychol Bull. 2004;130(6):959–88.PubMedCrossRef Dhami MK, Hertwig R, Hoffrage U. The role of representative design in an ecological approach to cognition. Psychol Bull. 2004;130(6):959–88.PubMedCrossRef
Metadata
Title
Key Properties of Expert Movement Systems in Sport
An Ecological Dynamics Perspective
Authors
Ludovic Seifert
Chris Button
Keith Davids
Publication date
01-03-2013
Publisher
Springer International Publishing AG
Published in
Sports Medicine / Issue 3/2013
Print ISSN: 0112-1642
Electronic ISSN: 1179-2035
DOI
https://doi.org/10.1007/s40279-012-0011-z

Other articles of this Issue 3/2013

Sports Medicine 3/2013 Go to the issue