Halkos, George and Tzeremes, Nickolaos (2011): A non-parametric analysis of the efficiency of the top European football clubs.
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This paper analyses how European football clubs’ current value and debt levels influence their performance. The Simar and Wilson (J Econometrics, 136: 31–64, 2007) procedure is used to bootstrap the data envelopment analysis DEA scores in order to establish the influence of football clubs’ current value and debt levels on their obtained efficiency performances. The results reveal that football clubs’ current value levels have a negative influence on their performances, indicating that football clubs’ high value doesn’t ensure higher performance. At the same time, the empirical evidence suggests that there is no influence associated of football clubs’ debt to their efficiency levels.
|Item Type:||MPRA Paper|
|Original Title:||A non-parametric analysis of the efficiency of the top European football clubs|
|Keywords:||European football clubs; Data Envelopment Analysis; Truncated regression; Bootstrapping|
|Subjects:||C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C69 - Other
C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C14 - Semiparametric and Nonparametric Methods: General
L - Industrial Organization > L8 - Industry Studies: Services > L83 - Sports ; Gambling ; Restaurants ; Recreation ; Tourism
|Depositing User:||Nickolaos Tzeremes|
|Date Deposited:||29. May 2011 14:45|
|Last Modified:||13. Feb 2013 12:43|
Atkinson, S. E., Stanley, L. R.,&Tschirart, J. (1988). Revenue sharing as an incentive in an agency problem: An example from the National Football League. Rand Journal of Economics, 19, 27-43.
Banker R.D., Charnes A., Cooper W.W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science 30(9), 1078– 1092.
Barros CP and Garcia-del-Barrio P (2011) Productivity drivers and market dynamics in the Spanish first division football league. Journal of Productivity Analysis 35, 5-13.
Barros CP, Assaf A, Sá-Earp F (2010) Brazilian football league technical efficiency: A Simar and Wilson Approach. Journal of Sports Economics, 11(6) 641-651.
Barros CP, 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. (2006a). Analyzing the performance of the English F.A. Premier league with an econometric frontier model. Journal of Sports Economics, 7, 391-407.
Barros, C. P., & Leach, S. (2006b). Performance evaluation of the English premier league with data envelopment analysis. Applied Economics, 38, 1449-1458.
Barros, C. P., & Leach, S. (2007). Technical efficiency in the English football association premier league with a stochastic cost frontier. Applied Economics Letters, 14, 731-741.
Boles, J.N. (1967). Efficiency squared—efficient computation of efficiency indexes, Western Farm Economic Association Proceedings 1966, 137–142.
Boles, J.N. (1971). The 1130 Farrell efficiency system–multiple products, multiple factors. Giannini Foundation of Agricultural Economics, University of California, Berkeley, USA.
Carmichael F, McHale I, Thomas D (2010) Maintaining market position: team performance, revenue and wage expenditure in the English premier league. Bulletin of Economic Research. doi: 10.1111/j.1467-8586.2009.00340.x .
Charnes, A., Cooper, W.W., Rhodes, E.L. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research 2(6), 429-444.
Dawson P, Dobson S, Gerrard B (2000). Stochastic frontiers and the temporal structure of managerial efficiency in English soccer. Journal of Sport Economics, 1(4) 341-362.
Debreu, G. (1951). The coefficient of resource utilization. Econometrics 19(3):273–292.
Derpins D, Simar L, Tulkens H. (1984). Measuring labor efficiency in post offices. In: Marchand M, Pestieau P, Tulkens H (eds). The performance of public enterprises: concepts and measurement. North-Holland, Amstredam, pp 243–267.
Efron, B. (1979). Bootstrap methods: another look at the jackknife. Annals of Statistics 7(1), 1-16.
Farrell, M. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society Series A 120(3), 253–281.
FIFA (2010) FIFA/Coca-Cola world ranking. Available from: http://www.fifa.com/worldfootball/ranking/lastranking/gender=m/fullranking.html#confederation=27275&rank=203 (Accessed 13 September 2010).
Fizel JL, D’Itri MP (1996) Estimating managerial efficiency: the case of college basketball coaches. Journal of Sport Management 10:435–445
Fizel JL, D’Itri MP (1997) Managerial efficiency, managerial succession and organizational performance. Managerial and Decision Economics 18:295–308.
Forbes (2010) Soccer Team Valuations, Special report. Available from: http://www.forbes.com/lists/2009/34/soccer-values-09_Soccer-Team-Valuations_Rank.html (Accessed 13 September 2010).
Førsund, F.R., Kittelsen, S.A.C., Krivonozhko, V.E. (2009). Farrell revisited–Visualizing properties of DEA production frontiers, Journal of the Operational Research Society 60(11), 1535-1545.
Førsund, F.R., Sarafoglou, N. (2002). On the origins of Data Envelopment Analysis, Journal of the Productivity Analysis 17(1/2), 23-40.
Frick B and Simmons R (2008). The impact of managerial quality on organizational performance: Evidence from German soccer. Managerial and Decision Economics 29, 593-600.
Haas DJ (2003a) Technical efficiency in the major league soccer. Journal of Sport Economics 4(3), 203-215.
Haas DJ (2003b) Productive efficiency of English football teams-A data envelopment analysis approach. Managerial and Decision Economics 24, 403-410.
Halkos GE, Tzeremes NG. (2010). The effect of foreign ownership on SMEs performance: An efficiency analysis perspective. Journal of Productivity Analysis 34(2), 167-180.
Hoffman, A. J. (1957). Discussion on Mr. Farrell’s Paper. Journal of the Royal Statistical Society Series A 120(III), 282-284.
Jones JCH (1969) The Economics of the National Hockey League. Canadian Journal of Economics 2(1), 1-20.
Koopmans T.C. (1951). An analysis of production as an efficient combination of activities. In: Koopmans TC (ed) Activity analysis of production and allocation. Wiley, New York, pp.33–97.
Neale, W. (1964). The peculiar economics of professional sports. Quarterly Journal of Economics, 78, 1-14.
Porter, P.,& Scully, G.W. (1982). Measuring managerial efficiency: The case of baseball. Southern Economic Journal, 48, 642-650.
Rottenberg, S. (1956). The baseball player’s labor-market. Journal of Political Economy, 64, 242-258.
Schofield, J. A. (1988). Production functions in the sports industry: An empirical analysis of professional cricket. Applied Economics, 20, 177-193.
Scully, G.W. (1974). Pay and performance in major league baseball. American Economic Review, 64, 915-930.
Simar L., Wilson P. (2008). Statistical interference in nonparametric frontier models: recent developments and perspectives. In: Fried H, Lovell CAK, Schmidt S (eds) The measurement of productive efficiency and productivity change. Oxford University Press, New York.
Simar L., Wilson P.W. (1998). Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models. Management Science 44(1)49–61.
Simar L., Wilson P.W. (2000). A general methodology for bootstrapping in non-parametric frontier models. Journal of Applied Statistics 27(6):779–802.
Simar L., Wilson P.W. (2002). Nonparametric tests of returns to scale. European Journal of Operational Research 139(1),115–132 .
Simar L., Zelenyuk V. (2007). Statistical inference for aggregates of farrell-type efficiencies. Journal of Applied Econometrics 22(7), 1367-1394.
Simar, L. and Wilson, P. W. (2007) Estimation and inference in two-stage, semi-parametric models of production processes, Journal of Econometrics, 136, 31–64.
Sloan PJ (1969) The labour market in professional football. British Journal of Industrial Relations. 7(2) 181-199.
Sloan PJ (1976) Restriction of competition in professional team sports. Bulleting of Economic Research 28(1) 3-22.
Sloane, P. (1971). The economics of professional football: The football club as a utility maximiser. Scottish Journal of Political Economy, 17, 121-146.
Zak, T. A., Huang, C. J.,& Siegfried, J. J. (1979). Production efficiency: The case of professional basketball. Journal of Business, 52, 379-392.
Zech, C. E. (1981). An empirical estimation of a production function: The case of Major League Baseball. American Economist, 25, 19-23.
Zelenyuk V., Zheka V. (2006). Corporate governance and firm’s efficiency: the case of a transitional country, Ukraine. Journal of Productivity Analysis 25(1), 143-157.