Efficiency of Football Clubs in Poland

Artur Wyszyński

Department of Finance and Banking, University of Warmia and Mazury in Olsztyn


This article evaluates the diversity in the level of efficiency of football clubs which played matches in the top-level football league in Poland in the 2014/2015 season - the Polish First Division (Ekstraklasa). The efficiency was measured with the use of the non-parametric method of frontier data analysis (DEA - Data Envelopment Analysis). The results of the measurement indicate that the efficiency of the Polish First Division is varies widely. More than one-third of clubs (inefficient ones) incur excessively high expenditures (salaries) in relation to the actually produced output. The study found that the technology of efficient clubs is based, first of all, on generating much higher revenues in relation to the players' salary costs. This allows the efficient clubs to more effectively (in comparison to non-efficient clubs) convert their input into output. Identifying the differences in efficiency using established benchmarking factors resulted in determining the optimum input levels for inefficient clubs and indicating the clubs where activities to improve efficiency should be undertaken. The result of the research is an efficiency ranking order for the football clubs covered by the analysis.


data envelopment analysis DEA, technical efficiency, sport clubs

Andersen P., Petersen N.C. 1993. A procedure for ranking efficient units in Data Envelopment Analysis. Management Science, 39(10).

Banker R.D., Charnes A., Cooper W. 1984. Some models for estimating technical and scale inefficiencies in Data Envelopment Analysis. Management Science, 30: 1078-1092.

Baroncelli A., Lago U. 2006. Italian football. Journal of Sports Economics, 7 (1): 13-28.

Barros C.P., Garcia-Del-Barrio P. 2008. Efficiency measurement of the English football Premier League with a random frontier model. Economic Modelling, 25(5): 994- 1002.

Barros C.P., Leach S. 2006b. Analysing the performance of the English F.A. Premier League with an econometric frontier model. Journal of Sport Economics, 7(4): 391-407.

Barros C.P., Leach S. 2006a. Performance evaluation of the English Premier League with data envelopment analysis. Applied Economics, 38(12): 1449- 1458.

Charnes A., Cooper W., Rhodes E.L. 1978. Measuring the Efficiency of Decision Making Units. European Journal of operational Research, 2: 429-444.

Cooper W.W., Seiford L.M., Tone K. 2006. Introduction to Data Envelopment Analysis and Its Uses. Springer, New York.

Dawson P., Dobson S., Gerrard B. 2000. Stochastic frontier and the temporal structure of managerial efficiency in English soccer. Journal of Sports Economics, 1: 341- 362.

Ekstraklasa piłkarskiego biznesu. 2015. http://www.ey.com/PL/pl/Industries/Media-Entertain-ment/Ekstraklasa- pilkarskiego-biznesu-2015.

Gonzalez-Gomez F., Picazo-Tadeo A.J. 2010. Can We Be Satisfied with Our Football Team? Evidence from Spanish Professional Football. Journal of Sports Economics, 11(4).

Guzik B. 2008. Zastosowanie modelu SE-CCR do ustalania struktury i siły konkurencji technologicznej. Wiadomości Statystyczne, 10: 15-29.

Haas D.J. 2003a. Technical efficiency in the Major League Soccer. Journal of Sport Economics, 4(3): 203-215.

Haas D.J. 2003b. Productive efficiency of English football teams - a data envelopment approach. Managerial and Decision Economics, 24: 403-410.

Haas D.J., Kocher M.G., Slitter M. 2004. Measuring Efficiency of German Football Teams by Data Envelopment Analysis. Central European Journal of Operations Research, 12: 251-268.

Hoefler R.A., Payne J.E. 1997. Measuring efficiency in the National Basketball Association. Economics Letters, 55: 293-299.

Jardin M. 2009. Efficiency of French football clubs and its Dynamics. 23. June. https://mpra.ub.unimuenchen.de/19828/1/Efficiency- of-French-football-clubs-and-its-dynami-cs.pdf.

Keller C. 2008. Strategisches Management in Sport. In: Management und Marketing in Sport. Eds. G. Nufer, A. Bühler. Erich Schmidt Verlag, Berlin.

Sznajder A. 2010. Równowaga sił konkurentów na rynku sportu profesjonalnego. Gospodarka Narodowa, 4.

Tone K. 2002. A slacks based measure of efficiency in Data Envelopment Analysis. European Journal of Operational Research, 143: 32-41.

UEFA statement on financial fair play, online: http://www.uefa.com/uefa/footballfirst/protectin- gthegame/financialfairplay/news/newsid=1590370.html.


Cited by

Wyszyński, A. (2016). Efficiency of Football Clubs in Poland. Olsztyn Economic Journal, 11(1), 59–72. https://doi.org/10.31648/oej.2902

Artur Wyszyński 
Department of Finance and Banking, University of Warmia and Mazury in Olsztyn


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