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Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis

Year 2017, Volume: 30 Issue: 3, 195 - 208, 20.09.2017

Abstract

Football is a very
popular subdivision of sports for our country, as all around the world and the
money spent for football is on a large scale. In spite of this, scientific
studies interested in the statistical, economical dimensions and performance
evaluation for the football are scarce in our country even in the world.  One of the reasons of this is not to record
football statistics in our country. FIFA statistics can be hold as a sample in
this field. FIFA, holds about fifty numbers of different football statistics at
player basis or team level during the World Cup matches. It is obvious that the
performance of players one by one and as an entire and the team’s performance
is so important.



The goal of this
study is to pioneer for how the performance analysis is applied and how its
results can be benefited in football if the statistics are recorded. Displaying
the numerical size of defectiveness mathematically also helps trainers and
players. On the other hand, the output oriented CCR model of data envelopment
analysis and super efficiency model AP were used.

References

  • Alp, İ. (2006), “Performance evaluation of goalkeepers of the world cup”, Gazi University journal of science, Vol.19 No.2, pp. 119-125.
  • Anderson, T. R. and Sharp, G. P. (1997), “A new measure of baseball batters using DEA”, Annals of Operations Research, Vol.73, pp. 141-155.
  • Banker, R. D., Janakiraman, S., and Natarajan, R. (2004), “Analysis of trends in technical and allocative efficiency: An application to Texas public school districts”, European Journal of Operational Research, Vol.154 No.2, pp. 477-491.
  • Boscá, J. E., Liern, V., Martínez, A., and Sala, R. (2009), “Increasing offensive or defensive efficiency? An analysis of Italian and Spanish football”, Omega, Vol. 37 No.1, pp. 63-78.
  • Carmichael, F., and Thomas, D. (1995), “Production and efficiency in team sports: an investigation of rugby league football”, Applied Economics, Vol. 27 No. 9, pp. 859-869.
  • Carmichael, F., Thomas, D. and Ward, R. (2000), “Team performance 2: production and efficiency in English premiership football”, Research Paper, School of Management and Business, the University of Wales, Aberystwyth, 3 March.
  • Charnes, A., Cooper, W. W. and Rhodes, E. (1978), “Measuring the efficiency of decision making units”, European Journal of Operational Research, Vol. 2 No.6, pp. 429-444.
  • Charnes, A., Cooper, W. W., Lewin, A. Y., and Seiford, L. M. (2013). Data envelopment analysis: Theory, methodology, and applications. Springer Science & Business Media.
  • Dawson, P., and Dobson, S. (2002), “Managerial efficiency and human capital: an application to English association football”, Managerial and Decision Economics, pp. 471-486.
Year 2017, Volume: 30 Issue: 3, 195 - 208, 20.09.2017

Abstract

References

  • Alp, İ. (2006), “Performance evaluation of goalkeepers of the world cup”, Gazi University journal of science, Vol.19 No.2, pp. 119-125.
  • Anderson, T. R. and Sharp, G. P. (1997), “A new measure of baseball batters using DEA”, Annals of Operations Research, Vol.73, pp. 141-155.
  • Banker, R. D., Janakiraman, S., and Natarajan, R. (2004), “Analysis of trends in technical and allocative efficiency: An application to Texas public school districts”, European Journal of Operational Research, Vol.154 No.2, pp. 477-491.
  • Boscá, J. E., Liern, V., Martínez, A., and Sala, R. (2009), “Increasing offensive or defensive efficiency? An analysis of Italian and Spanish football”, Omega, Vol. 37 No.1, pp. 63-78.
  • Carmichael, F., and Thomas, D. (1995), “Production and efficiency in team sports: an investigation of rugby league football”, Applied Economics, Vol. 27 No. 9, pp. 859-869.
  • Carmichael, F., Thomas, D. and Ward, R. (2000), “Team performance 2: production and efficiency in English premiership football”, Research Paper, School of Management and Business, the University of Wales, Aberystwyth, 3 March.
  • Charnes, A., Cooper, W. W. and Rhodes, E. (1978), “Measuring the efficiency of decision making units”, European Journal of Operational Research, Vol. 2 No.6, pp. 429-444.
  • Charnes, A., Cooper, W. W., Lewin, A. Y., and Seiford, L. M. (2013). Data envelopment analysis: Theory, methodology, and applications. Springer Science & Business Media.
  • Dawson, P., and Dobson, S. (2002), “Managerial efficiency and human capital: an application to English association football”, Managerial and Decision Economics, pp. 471-486.
There are 9 citations in total.

Details

Journal Section Statistics
Authors

İhsan Alp

Volkan Soner Özsoy

Publication Date September 20, 2017
Published in Issue Year 2017 Volume: 30 Issue: 3

Cite

APA Alp, İ., & Özsoy, V. S. (2017). Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis. Gazi University Journal of Science, 30(3), 195-208.
AMA Alp İ, Özsoy VS. Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis. Gazi University Journal of Science. September 2017;30(3):195-208.
Chicago Alp, İhsan, and Volkan Soner Özsoy. “Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis”. Gazi University Journal of Science 30, no. 3 (September 2017): 195-208.
EndNote Alp İ, Özsoy VS (September 1, 2017) Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis. Gazi University Journal of Science 30 3 195–208.
IEEE İ. Alp and V. S. Özsoy, “Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis”, Gazi University Journal of Science, vol. 30, no. 3, pp. 195–208, 2017.
ISNAD Alp, İhsan - Özsoy, Volkan Soner. “Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis”. Gazi University Journal of Science 30/3 (September 2017), 195-208.
JAMA Alp İ, Özsoy VS. Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis. Gazi University Journal of Science. 2017;30:195–208.
MLA Alp, İhsan and Volkan Soner Özsoy. “Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis”. Gazi University Journal of Science, vol. 30, no. 3, 2017, pp. 195-08.
Vancouver Alp İ, Özsoy VS. Two Stage Approach for the Performances of Teams in Football Using Data Envelopment Analysis. Gazi University Journal of Science. 2017;30(3):195-208.