Assessing experience in the deliberate practice of running using a fuzzy decision-support system

PLoS ONE

Volumn 12, Issue 8, 2017, Pages

  Roveri, Maria Isabel ^a   De Jesus Manoel, Edison ^a   Onodera, Andrea Naomi ^a,b   Ortega, Neli R S ^a   Tessutti, Vitor Daniel ^c   Vilela, Emerson ^a   Evêncio, Nelson ^a   Sacco, Isabel C N ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

^b Dass Nordeste Calçados e Artigos Esportivos Inc   (Brazil)

^c CENTRO UNIVERSITÁRIO FIEO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

COMPETITION; DECISION SUPPORT SYSTEM; FUZZY LOGIC; HUMAN; HUMAN EXPERIMENT; RUNNER; RUNNING; REPRODUCIBILITY; THEORETICAL MODEL;

DECISION SUPPORT TECHNIQUES; FUZZY LOGIC; MODELS, THEORETICAL; REPRODUCIBILITY OF RESULTS;

EID: 85027674666     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0183389     Document Type: Article

References (38)

1. Chapman AR, Vicenzino B, Blanch P, Hodges PW. Patterns of leg muscle recruitment vary between novice and highly trained cyclists. J Electromyogr Kinesiol. 2008; 18(3):359–71. https://doi.org/10.1016/j.jelekin.2005.12.007 PMID: 17258470
2. Güldenpenning I, Steinke A, Koester D, Schack T. Athletes and novices are differently capable to recognize feint and non-feint actions. Exp Brain Res. 2013; 230(3):333–43. https://doi.org/10.1007/s00221-013-3658-2 PMID: 23955103
3. Oudejans RR, Michaels CF, Bakker FC. The effects of baseball experience on movement initiation in catching fly balls. J Sports Sci. 1997; 15(6):587–95. https://doi.org/10.1080/026404197367029 PMID: 9486436
4. de Ruiter CJ, Verdijk PWL, Werker W, Zuidema MJ, de Haan A. Stride frequency in relation to oxygen consumption in experienced and novice runners. Eur J Sport Sci. Taylor & Francis; 2014; 14(3):251–8. https://doi.org/10.1080/17461391.2013.783627 PMID: 23581294
5. Eccles DW. Thinking outside of the box: the role of environmental adaptation in the acquisition of skilled and expert performance. J Sports Sci. 2006; 24(10):1103–14. https://doi.org/10.1080/ 02640410500432854 PMID: 17115526
6. Young BW, Salmela JH. Examination of practice activities related to the acquisition of elite performance in Canadian middle distance running. Int J Sport Psychol. 2010; 41(1):73–90.
7. Hunter I, Lee K, Ward J, Tracy J. Self-optimization of Stride Length Among Experienced and Inexperienced Runners. Int J Exerc Sci. 2017; 10(3):446–53. PMID: 28515840
8. Zadeh LA. Fuzzy Sets: Information and control. World Scientific; 1965.
9. Kosko B. Fuzzy Thinking: The New Science of Fuzzy Logic. Flamingo; 1994.
10. Adlassnig KP. A fuzzy logical model of computer-assisted medical diagnosis. Methods Inf Med. 1980; 19(3):141–8. PMID: 6997678
11. Picon AP, Ortega NRS, Watari R, Sartor C, Sacco ICN. Classification of the severity of diabetic neurop-athy: a new approach taking uncertainties into account using fuzzy logic. Clinics (Sao Paulo). 2012; 67 (2):151–6.
12. Seising R. From vagueness in medical thought to the foundations of fuzzy reasoning in medical diagnosis. Artif Intell Med. 2006; 38(3):237–56. https://doi.org/10.1016/j.artmed.2006.06.004 PMID: 16956755
13. Watari R, Sartor CD, Picon AP, Butugan MK, Amorim CF, Ortega NRS, et al. Effect of diabetic neuropa-thy severity classified by a fuzzy model in muscle dynamics during gait. J Neuroeng Rehabil. Journal of NeuroEngineering and Rehabilitation; 2014; 11(1):11.
14. Massad E, Ortega NRS, Barros LC, Struchiner CJ. Fuzzy Logic in Action: Applications in Epidemiology and Beyond. Berlin Heidelber: Springer International Publishing; 2008.
15. Licata G. Probabilistic and fuzzy logic in clinical diagnosis. Intern Emerg Med. 2007; 2(2):100–6. https://doi.org/10.1007/s11739-007-0051-9 PMID: 17634817
16. Van Gent RN, Siem D, Van Middeloop M, Van Os AG, Bierma-Zeinstra SMA, Koes BW. Incidence and determinants of lower extremity running injuries in long distance runners: A systematic review. Sport en Geneeskd. 2007; 40(4):16–29.
17. Wilder B. On the Run: A Physician’s Perspective. J Orthop Sport Phys Ther. 2014; 44(10):731–2.
18. Abernethy B, Thomas KT, Thomas JT. Strategies for Improving Understanding of [or Mistakes We Have Made and Things We Have Learned]. Cogn Issue Mot Expert. 1993;317–56.
19. Chase WG, Simon HA. Visual Information Processing [Internet]. Visual Information Processing. Elsevier; 1973. 215–281 p.
20. Ericsson KA, Krampe RT, Teschromer C. the Role of Deliberate Practice in the Acquisition of Expert Performance. Psychol Rev. 1993; 100(3):363–406.
21. Ericsson KA, Lehmann AC. Expert and exceptional performance: Evidence of maximal adaptation to task constraints. Annu Rev Psychol. 1996; 47(1):273–305.
22. Baker J, Horton S, Robertson-Wilson J, Wall M. Nurturing sport expertise: Factors influencing the development of elite athlete. J Sport Sci Med. 2003; 2(1):1–9.
23. Helsen WF, Hodges NJ, Van Winckel J, Starkes JL. The roles of talent, physical precocity and practice in the development of soccer expertise. J Sports Sci. 2000; 18(9):727–36. https://doi.org/10.1080/ 02640410050120104 PMID: 11043898
24. Hodge T, Deakin J. Deliberate practice and expertise in martial arts: the role of context in motor recall. Vol. 20, Journal of Sport & Exercise Psychology. 1998. p. 260–79.
25. Williams M, Ward P. Perceptual expertise: Development in sport. Starkes J, Ericsson KA, editors. Champaign: Human Kinetics; 2003. 219-251.
26. Iglesias Gallego D, García González L, García Calvo T, León del Barco B, Villar Álvarez F Del. Expertise development in sport: contributions under cognitive psychology perspective. J Hum Sport Exerc. 2010; 5(3):462–75.
27. Sacco ICN. Running Fuzzy Experience [Internet]. 2016. Available from: figshare
28. Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977; 33(1):159–74. PMID: 843571
29. Greenwood D, Davids K, Renshaw I. Experiential knowledge of expert coaches can help identify informational constraints on performance of dynamic interceptive actions. J Sports Sci. Routledge; 2014; 32 (4):328–35.
30. Baker J, Young B. 20 years later: Deliberate practice and the development of expertise in sport. Int Rev Sport Exerc Psychol. Taylor & Francis; 2014; 7(1):135–57.
31. Beilock SL. Beyond the playing field: sport psychology meets embodied cognition. Int Rev Sport Exerc Psychol. 2008; 1(1):19–30.
32. Hambrick DZ, Oswald FL, Altmann EM, Meinz EJ, Gobet F, Campitelli G. Deliberate practice: Is that all it takes to become an expert? Intelligence [Internet]. Elsevier Inc.; 2014; 45(1):34–45.
33. Macnamara B, Hambrick D, Oswald F. Deliberate Practice and Performance in Music, Games, Sports, Education, and Professions: A Meta-Analysis. Psychol Sci. 2014; 25(8):1608–18. https://doi.org/10.1177/0956797614535810 PMID: 24986855
34. Gardner H. ‘Expert performance: Its structure and acquisition’: Comment. Am Psychol. 1995; 50 (9):802–3.
35. Phillips E, Davids K, Renshaw I, Portus M. Expert Performance in Sport and the Dynamics of Talent Development. 2008; 40(4):703–14.
36. Kay H. Analysing motor skill performance. In: Connolly KJ, editor. Mechanisms of motor skill development: proceedings of a CASDS Study Group on‘Mechanisms of Motor Skill Development’ held jointly with the Ciba Foundation. Academic Press; 1970.
37. Theisen D, Malisoux L, Genin J, Delattre N, Seil R, Urhausen A. Influence of midsole hardness of standard cushioned shoes on running-related injury risk. Br J Sports Med. 2014; 48(5):371–6. https://doi.org/10.1136/bjsports-2013-092613 PMID: 24043665
38. Maurer C, Federolf P, von Tscharner V, Stirling L, Nigg BM. Discrimination of gender-, speed-, and shoe-dependent movement patterns in runners using full-body kinematics. Gait Posture. 2012; 36 (1):40–5. https://doi.org/10.1016/j.gaitpost.2011.12.023 PMID: 22304784