Predictive models reduce talent development costs in female gymnastics

References

• Abbott, A., & Collins, D. (2004). Eliminating the dichotomy between theory and practice in talent identification and development: Considering the role of psychology. Journal of Sports Sciences, 22, 395–408. doi:10.1080/02640410410001675324
   PubMed Web of Science ®Google Scholar
• Allen, S. V., Vandenbogaerde, T. J., Pyne, D. B., & Hopkins, W. G. (2014). Predicting a nation’s Olympic-qualifying swimmers. International Journal of Sports Physiology and Performance. doi:10.1123/ijspp.2014-0314
   Web of Science ®Google Scholar
• Baker, J., & Horton, S. (2004). A review of primary and secondary influences on sport expertise. High Ability Studies, 15, 211–228.
   Web of Science ®Google Scholar
• Balyi, I., Way, R., & Higgs, C. (2013). Long-term athlete development. Champaign, IL: Human Kinetics.
   Google Scholar
• Bencke, J., Damsgaard, R., Saekmose, A., Jorgensen, P., Jorgensen, K., & Klausen, K. (2002). Anaerobic power and muscle strength characteristics of 11 years old elite and non-elite boys and girls from gymnastics, team handball, tennis and swimming. Scandinavian Journal of Medicine & Science in Sports, 12(3), 171–178. doi:10.1034/j.1600-0838.2002.01128.x
   PubMed Web of Science ®Google Scholar
• Coté, J. (1999). The influence of the family in the development of talent in sport. The Sport Psychologist, 13, 395–417.
   Web of Science ®Google Scholar
• Franks, I. M., & Miller, G. (1986). Eyewitness testimony in sport. Journal of Sport Behavior, 9(1), 38.
   Google Scholar
• Fraser-Thomas, J., Côté, J., & Deakin, J. (2008). Understanding dropout and prolonged engagement in adolescent competitive sport. Psychology of Sport and Exercise, 9(5), 645–662. doi:10.1016/j.psychsport.2007.08.003
   Web of Science ®Google Scholar
• Gould, D., Dieffenbach, K., & Moffett, A. (2002). Psychological characteristics and their development in Olympic champions. Journal of Applied Sport Psychology, 14, 172–204. doi:10.1080/10413200290103482
   Web of Science ®Google Scholar
• Gould, D., Udry, E., Tuffey, S., & Loehr, J. (1982). Reasons for attrition in competitive youth swimming. Journal of Sport Behavior, 5, 155.
   Google Scholar
• Gulbin, J. P., Croser, M. J., Morley, E. J., & Weissensteiner, J. R. (2013). An integrated framework for the optimisation of sport and athlete development: A practitioner approach. Journal of Sports Sciences, 31(12), 1319–1331. doi:10.1080/02640414.2013.781661
   PubMed Web of Science ®Google Scholar
• Haykin, S. (1998). Neural networks: A comprehensive foundation (2nd ed.). New York, NY: Macmillan College Publishing.
   Google Scholar
• IBM. (2011). IBM SPSS neural networks 20. Chicago, CL: IBM Corporation.
   Google Scholar
• Koukouris, K. (2005). Premature athletic disengagement of elite Greek gymnasts. European Journal for Sport and Society, 2, 35–56.
   Google Scholar
• Lidor, R., Côté, J., & Hackfort, D. (2009). ISSP position stand: To test or not to test? The use of physical skill tests in talent detection and in early phases of sport development. International Journal of Sport and Exercise Psychology, 7, 131–146. doi:10.1080/1612197X.2009.9671896
   Google Scholar
• Lidor, R., Hershko, Y., Bilkevitz, A., Arnon, M., & Falk, B. (2007). Measurement of talent in volleyball: 15-month follow-up of elite adolescent players. Journal of Sports Medicine and Physical Fitness, 47(2), 159–168.
   PubMed Web of Science ®Google Scholar
• Liu, T. (2014). Systematische Spielbeobachtung im internationalen Leistungsfussball ( Phd). Universität Bayreuth, Bayreuth.
   Google Scholar
• Maffulli, N., King, J. B., & Helms, P. (1994). Training in elite young athletes (the Training of Young Athletes (TOYA) study): Injuries, flexibility and isometric strength. British Journal of Sports Medicine, 28(2), 123–136. doi:10.1136/bjsm.28.2.123
   PubMed Web of Science ®Google Scholar
• Maszczyk, A., Golas, A., Pietraszewski, P., Roczniok, R., Zajac, A., & Stanula, A. (2014). Application of neural and regression models in sport results prediction. Social and Behavioral Sciences, 117, 482–487. doi:10.1016/j.sbspro.2014.02.249
   Google Scholar
• Mirwald, R. L., Baxter-Jones, A. D. G., Bailey, D. A., & Beunen, G. P. (2002). An assessment of maturity from anthropometric measurements. Medicine & Science in Sports & Exercise, 34(4), 689–694. doi:10.1097/00005768-200204000-00020
   PubMed Web of Science ®Google Scholar
• Mohamed, H., Vaeyens, R., Matthys, S., Multael, M., Lefevre, J., Lenoir, M., & Philippaerts, R. (2009). Anthropometric and performance measures for the development of a talent detection and identification model in youth handball. Journal of Sports Sciences, 27(3), 257–266. doi:10.1080/02640410802482417
   PubMed Web of Science ®Google Scholar
• Petlichkoff, L. M. (1989). Psychology of sport – The behavior, motivation, personality, and performance of athletes, 2nd edition – Butt, DS. Journal of Sport & Exercise Psychology, 11(3), 346–348.
   Web of Science ®Google Scholar
• Pfeiffer, M., & Hohmann, A. (2012). Applications of neural networks in training science. Human Movement Science, 31(2), 344–359. doi:10.1016/j.humov.2010.11.004
   PubMed Web of Science ®Google Scholar
• Pion, J. (2015). The Flemish sports compass: From sports orientation to elite performance prediction. Zelzate: University Press. ISBN 978-94-6197-323-8.
   Google Scholar
• Pion, J., Lenoir, M., Vandorpe, B., & Segers, V. (2015). Talent in female gymnastics: A survival analysis based upon performance characteristics. International Journal of Sports Medicine, 36(11), 935–940. doi:10.1055/s-00000028
   PubMed Web of Science ®Google Scholar
• Pion, J., Segers, V., Fransen, J., Debuyck, G., Deprez, D., Haerens, L., … Lenoir, M. (2014). Generic anthropometric and performance characteristics among elite adolescent boys in nine different sports. European Journal of Sport Science, 1–10. doi:10.1080/17461391.2014.944875
   PubMed Web of Science ®Google Scholar
• Prescott, J. (1999). Identification and development of talent in young female gymnasts. Leicestershire: Loughborough University.
   Google Scholar
• Pyne, D. B., Gardner, A. S., Sheehan, K., & Hopkins, W. G. (2005). Fitness testing and career progression in AFL football. Journal of Science and Medicine in Sport, 8(3), 321–332. doi:10.1016/S1440-2440(05)80043-X
   PubMed Web of Science ®Google Scholar
• Regnier, G., Salmela, J. H., & Russell, J. C. (1993). Talent detection and development in sport. In R. N. Singer, M. Murphy, & L. K. Tennant (Eds.), Handbook of research in sport psychology (pp. 290–313). New York, NY: Wiley.
   Google Scholar
• Rygula, I., & Roczniok, R. (2004). Application of neural networks in optimization of the recruitment process for sport swimming. Journal of Medical Informatics & Technologies, 7, KB 75–KB 82.
   Google Scholar
• Sharp, N. C. (2008). The human genome and sport, including epigenetics and athleticogenomics: A brief look at a rapidly changing field. Journal of Sports Sciences, 26(11), 1127–1133. doi:10.1080/02640410801912117
   PubMed Web of Science ®Google Scholar
• Sleeper, M. D., Kenyon, L. K., & Casey, E. (2012). Measuring fitness in female gymnasts: The gymnastics functional measurement tool. International Journal of Sports Physical Therapy, 7(2), 124–138.
   PubMedGoogle Scholar
• Simonton, D. K. (1999). Talent and its development: An emergenic and epigenetic model. Psychological Review, 106(3), 435.
   Web of Science ®Google Scholar
• Tucker, R., & Collins, M. (2012). What makes champions? A review of the relative contribution of genes and training to sporting success. British Journal of Sports Medicine, 46(8), 555–561. doi:10.1136/bjsports-2011-090548.
   PubMed Web of Science ®Google Scholar
• Vaeyens, R., Lenoir, M., Williams, A. M., & Philippaerts, R. M. (2008). Talent identification and development programmes in sport – Current models and future directions. Sports Medicine, 38(9), 703–714. doi:10.2165/00007256-200838090-00001
   PubMed Web of Science ®Google Scholar
• Vandorpe, B., Vandendriessche, J., Vaeyens, R., Pion, J., Lefevre, J., Philippaerts, R., & Lenoir, M. (2011). Factors discriminating gymnasts by competitive level. International Journal of Sports Medicine, 32(8), 591–597. doi:10.1055/s-0031-1275300
   PubMed Web of Science ®Google Scholar
• Vandorpe, B., Vandendriessche, J. B., Vaeyens, R., Pion, J., Lefevre, J., Philippaerts, R. M., & Lenoir, M. (2012). The value of a non-sport-specific motor test battery in predicting performance in young female gymnasts. Journal of Sports Sciences, 30(5), 497–505. doi:10.1080/02640414.2012.654399
   PubMed Web of Science ®Google Scholar
• Weissensteiner, J., Abernethy, B., Farrow, D., & Gross, J. (2012). Distinguishing psychological characteristics of expert cricket batsmen. Journal of Science and Medicine in Sport, 15, 74–79. doi:10.1016/j.jsams.2011.07.003
   PubMed Web of Science ®Google Scholar
• Ziv, G., & Lidor, R. (2014). Anthropometrics, physical characteristics, physiological attributes, and sport-specific skills in under-14 athletes involved in early phases of talent development – A review. Journal of Athletic Enhancement, 3, 6. doi:10.4172/2324-9080.1000175
   Google Scholar