Greek football clubs’ efficiency before and after Euro 2004 Victory: a bootstrap approach

This paper examines the technical efficiency of Greek football clubs, taking into account the period before the Euro 2004 victory and the period thereafter. The first stage of analysis is based on a bootstrapped data envelopment analysis approach so as to determine Greek clubs’ efficiency scores during these two distinct time periods. The second stage of analysis investigates possible factors that may have affected the efficiency scores during the examined periods. Our findings reveal that Greek football clubs exhibit surprisingly lower efficiency scores after Euro victory. In effect and explained in the context of the Resource Based Theory, there appears to be no classification of types of football clubs into various divisions, viz. laggards, followers and champions. Finally, it is also found that clubs’ financial health appears to be a crucial factor for their performance in both periods.

[1]  Manuel Espitia-Escuer,et al.  Performance in sports teams , 2006 .

[2]  S. Késenne The Win Maximization Model Reconsidered , 2004 .

[3]  Gerald W. Scully,et al.  Measuring Managerial Efficiency: The Case of Baseball , 1982 .

[4]  Carlos Pestana Barros,et al.  Productivity drivers and market dynamics in the Spanish first division football league , 2011 .

[5]  Benno Torgler,et al.  What shapes player performance in soccer? Empirical findings from a panel analysis , 2007 .

[6]  J. Barney Firm Resources and Sustained Competitive Advantage , 1991 .

[7]  Manuel Espitia-Escuer,et al.  Measurement of the efficiency of football teams in the Champions League , 2010 .

[8]  Rodney Fort,et al.  Pay Dirt: The Business of Professional Team Sports. , 1993 .

[9]  Léopold Simar,et al.  Estimating and bootstrapping Malmquist indices , 1999, Eur. J. Oper. Res..

[10]  Laure Latruffe,et al.  Relationships between Technical Efficiency and Financial Management for Czech Republic Farms , 2007 .

[11]  C. Prahalad,et al.  The Core Competence of the Corporation , 1990 .

[12]  M. Porter,et al.  From Entry Barriers to Mobility Barriers: Conjectural Decisions and Contrived Deterrence to New Competition , 1977 .

[13]  J. Borland Production Functions for Sporting Teams , 2006 .

[14]  J. Vrooman The Economics of American Sports Leagues , 2000 .

[15]  W. Andreff,et al.  Handbook on the Economics of Sport , 2009 .

[16]  Fiona Carmichael,et al.  WHY DID GREECE WIN? AN ANALYSIS OF TEAM PERFORMANCES AT EURO 2004 , 2004 .

[17]  W. Neale,et al.  The Peculiar Economics of Professional Sports , 1964 .

[18]  P. Andersen,et al.  A procedure for ranking efficient units in data envelopment analysis , 1993 .

[19]  Carlos Pestana Barros,et al.  Efficiency measurement of the English football Premier League with a random frontier model , 2008 .

[20]  John Ruggiero,et al.  Performance evaluation of National Football League teams , 2000 .

[21]  Pedro Garcia-del-Barrio,et al.  Identification of Segments of Soccer Clubs in the Spanish League First Division With a Latent Class Model , 2008 .

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

[23]  John L. Fizel,et al.  Managerial Efficiency, Managerial Succession and Organizational Performance , 1997 .

[24]  B. Silverman Density estimation for statistics and data analysis , 1986 .

[25]  James E. Payne,et al.  How close to their offensive potential do national football league teams play , 1996 .

[26]  Fiona Carmichael,et al.  Production and efficiency in team sports: an investigation of rugby league football , 1995 .

[27]  Dieter J. Haas Technical Efficiency in the Major League Soccer , 2003 .

[28]  P. W. Wilson,et al.  Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models , 1998 .

[29]  Mathieu Jardin Efficiency of French football clubs and its dynamics , 2009 .

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

[31]  Craig A. Depken,et al.  Wage disparity and team productivity: evidence from major league baseball , 2000 .

[32]  I. García‐Sánchez Efficiency and effectiveness of Spanish football teams: a three-stage-DEA approach , 2007 .

[33]  D. Berri,et al.  A Re-Examination of Production Functions and Efficiency Estimates for the National Basketball Association , 2006 .

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

[35]  R. Rumelt How much does industry matter , 1991 .

[36]  Carlos Pestana Barros,et al.  Analyzing the Performance of the English F.A. Premier League With an Econometric Frontier Model , 2006 .

[37]  D. Teece,et al.  The Dynamic Capabilities of Firms: an Introduction , 1994 .

[38]  Stefan Szymanski,et al.  The English Football Industry: Profit, Performance and Industrial Structure , 1997 .

[39]  Andrés J. Picazo-Tadeo,et al.  Can We Be Satisfied With Our Football Team? Evidence From Spanish Professional Football , 2010 .

[40]  Ramon Sala-Garrido,et al.  Analysis and Evolution of Efficiency in the Spanish Soccer League (2000/01 - 2007/08) , 2009 .

[41]  P. W. Wilson,et al.  Estimation and inference in two-stage, semi-parametric models of production processes , 2007 .

[42]  Carlos Pestana Barros,et al.  Analysing the technical efficiency of the Spanish Football League First Division with a random frontier model , 2009 .

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

[44]  S. Késenne League management in professional team sports with win maximizing clubs , 1996 .

[45]  Stefan Kesenne,et al.  The impacts of salary caps on professional team sports , 2000 .

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

[47]  E. Penrose,et al.  Foreign Investment and the Growth of the Firm , 1956 .

[48]  Andrés J. Picazo-Tadeo,et al.  Does playing several competitions influence a team’s league performance? Evidence from Spanish professional football , 2010, Central Eur. J. Oper. Res..

[49]  Carlos Pestana Barros,et al.  Brazilian Football League Technical Efficiency: A Bootstrap Approach , 2009 .

[50]  S. Winter,et al.  An evolutionary theory of economic change , 1983 .

[51]  P. W. Wilson,et al.  Statistical Inference in Nonparametric Frontier Models: The State of the Art , 1999 .

[52]  Albert Assaf,et al.  Brazilian Football League Technical Efficiency: A Simar and Wilson Approach , 2010 .

[53]  G. Ascari,et al.  Evaluating Rent Dissipation in the Spanish Football Industry , 2007 .

[54]  Carlos Pestana Barros,et al.  Technical efficiency in the English Football Association Premier League with a stochastic cost frontier , 2007 .

[55]  D. Skuras,et al.  The role of productive efficiency on entry and post‐entry performance under different strategic orientation: the case of the Greek plastics and rubber industry , 2008 .

[56]  Pablo Castellanos García,et al.  The economic geography of football success: empirical evidence from european cities , 2007 .

[57]  C. Barros,et al.  Performance evaluation of the English Premier Football League with data envelopment analysis , 2006 .

[58]  Vicente Liern,et al.  Increasing offensive or defensive efficiency? An analysis of Italian and Spanish football , 2009 .

[59]  I. Guzmán Measuring Efficiency and Sustainable Growth in Spanish Football Teams , 2006 .

[60]  Leâ Opold Simar,et al.  A general methodology for bootstrapping in non-parametric frontier models , 2000 .

[61]  Tammo Francksen,et al.  Assessing the performance of German Bundesliga football players: a non-parametric metafrontier approach , 2011, Central Eur. J. Oper. Res..

[62]  Stephen Dobson,et al.  Estimating Coaching Efficiency in Professional Team Sports: Evidence from English Association Football , 2000 .

[63]  John J. Siegfried,et al.  Production Efficiency: The Case of Professional Basketball , 1979 .