Measuring efficiency and productivity in professional football teams: evidence from the English Premier League

Professional football clubs are unusual businesses, their performance judged on and off the field of play. This study is concerned with measuring the efficiency of clubs in the English Premier League. Information from clubs’ financial statements is used as a measure of corporate performance. To measure changes in efficiency and productivity the Malmquist non-parametric technique has been used. This is derived from the Data Envelopment Analysis (DEA) linear programming approach, with Canonical Correlation Analysis (CCA) being used to ensure the cohesion of the input–output variables. The study concludes that while clubs operate close to efficient levels for the assessed models, there is limited technological advance in their performance in terms of the displacement of the technological frontier.

[1]  Dieter J. Haas,et al.  Productive efficiency of English football teams—a data envelopment analysis approach , 2003 .

[2]  Matthias Sutter,et al.  Measuring efficiency of German football teams by Data Envelopment Analysis , 2004 .

[3]  Karl W. Einolf.  Is Winning Everything? , 2004 .

[4]  A. Arnold,et al.  Wealth and Poverty in the English Football League , 1987 .

[5]  H. Hotelling.  Relations Between Two Sets of Variates , 1936 .

[6]  R. Ward,et al.  Team performance: the case of English Premiership football , 2000 .

[7]  R. Taffler,et al.  The Assessment of Company Solvency and Performance using a Statistical Model , 1983 .

[8]  Peter J. Sloane,et al.  SCOTTISH JOURNAL OF POLITICAL ECONOMY:THE ECONOMICS OF PROFESSIONAL FOOTBALL: THE FOOTBALL CLUB AS A UTILITY MAXIMISER* , 1971 .

[9]  Peter C Smith,et al.  Data envelopment analysis applied to financial statements , 1990 .

[10]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[11]  C. Barros,et al.  Productivity in sports organisational training activities: A DEA study , 2003 .

[12]  A. Charnes,et al.  Data Envelopment Analysis Theory, Methodology and Applications , 1995 .

[13]  Timothy Coelli,et al.  An Introduction to Efficiency and Productivity Analysis , 1997 .

[14]  S Malmquost,et al.  INDEX NUMBERS AND INDIFFERENCE CURVES , 1953 .

[15]  Alfred Marshall,et al.  Economics of Industry , 2008, Nature.

[16]  Andrew C. Worthington.  The Application of Mathematical Programming Techniques to Financial Statement Analysis: Australian Gold Production and Exploration , 1998 .

[17]  José Luis Zofío,et al.  Malmquist productivity index decompositions: a unifying framework , 2007 .

[18]  Emmanuel Thanassoulis,et al.  Introduction to the theory and application of data envelopment analysis , 2001 .

[19]  Mark J. Mazur.  Evaluating the Relative Efficiency of Baseball Players , 1994 .

[20]  Celik Parkan.  Measuring the efficiency of service operations: An application to bank branches , 1987 .

[21]  John L. Fizel,et al.  Estimating Managerial Efficiency: The Case of College Basketball Coaches , 1996 .

[22]  Quey-Jen Yeh.  The Application of Data Envelopment Analysis in Conjunction with Financial Ratios for Bank Performance Evaluation , 1996 .

[23]  Boaz Golany,et al.  Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe , 2001, Eur. J. Oper. Res..

[24]  James A. Ohlson.  FINANCIAL RATIOS AND THE PROBABILISTIC PREDICTION OF BANKRUPTCY , 1980 .

[25]  Teodoro Luque Martínez.  Técnicas de análisis de datos en investigación de mercados , 2000 .

[26]  Fred Phillips,et al.  DEA and the management of the product cycle: The U.S. computer industry , 1996, Comput. Oper. Res..

[27]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[28]  S. Malmquist.  Index numbers and indifference surfaces , 1953 .

[29]  L. R. Christensen,et al.  THE ECONOMIC THEORY OF INDEX NUMBERS AND THE MEASUREMENT OF INPUT, OUTPUT, AND PRODUCTIVITY , 1982 .

[30]  M. Farrell.  The Measurement of Productive Efficiency , 1957 .

[31]  Edward I. Altman,et al.  FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY , 1968 .

[32]  Manuel Espitia-Escuer,et al.  Measuring the Efficiency of Spanish First-Division Soccer Teams , 2004 .

[33]  R. Färe,et al.  Index numbers : essays in honour of Sten Malmquist , 1998 .

[34]  Dale W. Jorgenson,et al.  Productivity and Economic Growth , 1990 .

[35]  Gunter P. Sharp,et al.  A new measure of baseball batters using DEA , 1997, Ann. Oper. Res..

[36]  Ángel Barajas.  Visión estratégica del negocio del fútbol. La opinión de los presidentes de los clubes de fútbol ingleses que cotizan en Bolsa [Strategic vision of football business] , 2003 .

[37]  Zilla Sinuany-Stern,et al.  Combining ranking scales and selecting variables in the DEA context: the case of industrial branches , 1998, Comput. Oper. Res..

[38]  E. Altman,et al.  ZETATM analysis A new model to identify bankruptcy risk of corporations , 1977 .

[39]  Loretta J. Mester,et al.  Explaining The Dramatic Changes In Performance Of U.S. Banks: Technological Change, Deregulation, And Dynamic Changes In Competition , 2003 .

[40]  Nicole Adler,et al.  Measuring airport quality from the airlines' viewpoint: an application of data envelopment analysis , 2001 .

[41]  A. Athanassopoulos,et al.  Ratio and Frontier Analysis for Assessing Corporate Performance: Evidence from the Grocery Industry in the UK , 1995 .

[42]  Stephen Morrow,et al.  Measuring efficiency and productivity in professional football teams: evidence from the English Premier League , 2007, Central Eur. J. Oper. Res..

[43]  A. Charnes,et al.  Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .

[44]  Rolf Färe,et al.  Malmquist Productivity Indexes: A Survey of Theory and Practice , 1998 .

[45]  Stephen Dobson,et al.  Stochastic Frontiers and the Temporal Structure of Managerial Efficiency in English Soccer , 2000 .

[46]  Stephen Morrow.  The People's Game?: Football, Finance and Society , 2003 .

[47]  Jati K. Sengupta,et al.  Tests of efficiency in data envelopment analysis , 1990, Comput. Oper. Res..

[48]  Loretta J. Mester,et al.  What Explains the Dramatic Changes in Cost and Profit Performance of the U.S. Banking Industry? , 1999 .

[49]  Chris Tofallis.  Model Building with Multiple Dependent Variables and Constraints , 1999 .

[50]  Risto Lahdelma,et al.  Data envelopment analysis: visualizing the results , 1995 .