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Aggregate Wages Of Players and Performance in Italian Serie A

Author

Listed:
  • Caruso, Raul
  • Di Domizio, Marco
  • Rossignoli, Domenico

Abstract

This paper investigated the relationship between players’ wages and sport performance in the Italian top professional football league - Serie A. The analysis focused on 14 seasons from 2001/2002 to 2014/2015. Findings show that aggregate wage expenditure is a robust predictor of success for Italian professional football teams. We first exploited a fixed-effects panel data and eventually we have addressed the problem of endogeneity by providing a dynamic IV specification of the model. Based on the System-GMM framework, we employed a model including lagged terms of dependent variables and covariates as instruments to control for endogeneity as well as alternative exogenous instruments to control for geographical/environmental factors and for socio-economic factors that could be the actual predictors of performance through an indirect effect on payroll.

Suggested Citation

  • Caruso, Raul & Di Domizio, Marco & Rossignoli, Domenico, 2016. "Aggregate Wages Of Players and Performance in Italian Serie A," MPRA Paper 72720, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:72720
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    1. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    2. Babatunde Buraimo & Giuseppe Migali & Robert Simmons, 2014. "An analysis of consumer response to corruption," Working Papers 64473209, Lancaster University Management School, Economics Department.
    3. Colin Green & Fernando Lozano & Rob Simmons, 2015. "Rank-Order Tournaments, Probability of Winning and Investing in Talent: Evidence from Champions' League Qualifying Rules," National Institute Economic Review, National Institute of Economic and Social Research, vol. 232(1), pages 30-40, May.
    4. Bernd Frick & Robert Simmons, 2008. "The impact of managerial quality on organizational performance: evidence from German soccer," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 29(7), pages 593-600.
    5. Scully, Gerald W, 1974. "Pay and Performance in Major League Baseball," American Economic Review, American Economic Association, vol. 64(6), pages 915-930, December.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, May.
    7. Stephen Hall & Stefan Szymanski & Andrew S. Zimbalist, 2002. "Testing Causality Between Team Performance and Payroll," Journal of Sports Economics, , vol. 3(2), pages 149-168, May.
    8. Caruso, Raul, 2011. "Crime and sport participation: Evidence from Italian regions over the period 1997–2003," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(5), pages 455-463.
    9. Stefan Szymanski, 2013. "Wages, transfers and the variation of team performance in the English Premier League," Chapters,in: The Econometrics of Sport, chapter 3, pages 53-62 Edward Elgar Publishing.
    10. Franck, Egon & Nüesch, Stephan, 2010. "The effect of talent disparity on team productivity in soccer," Journal of Economic Psychology, Elsevier, vol. 31(2), pages 218-229, April.
    11. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    12. Bernd Frick, 2013. "Team wage bills and sporting performance: evidence from (major and minor) European football leagues," Chapters,in: The Econometrics of Sport, chapter 4, pages 63-80 Edward Elgar Publishing.
    13. Egon Franck & Stephan Nuesch, 2011. "The effect of wage dispersion on team outcome and the way team outcome is produced," Applied Economics, Taylor & Francis Journals, vol. 43(23), pages 3037-3049.
    14. Stefan Szymanski & Stefan KÈsenne, 2004. "Competitive balance and gate revenue sharing in team sports," Journal of Industrial Economics, Wiley Blackwell, vol. 52(1), pages 165-177, March.
    15. Alessandro Bucciol & Marco Piovesan, 2012. "Pay Dispersion and Work Performance," Harvard Business School Working Papers 12-075, Harvard Business School.
    16. Pedro Garcia-del-Barrio & Stefan Szymanski, 2009. "Goal! Profit Maximization Versus Win Maximization in Soccer," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 34(1), pages 45-68, February.
    17. Rodney Fort & James Quirk, 1995. "Cross-subsidization, Incentives, and Outcomes in Professional Team Sports Leagues," Journal of Economic Literature, American Economic Association, vol. 33(3), pages 1265-1299, September.
    18. El-Hodiri, Mohamed & Quirk, James, 1971. "An Economic Model of a Professional Sports League," Journal of Political Economy, University of Chicago Press, vol. 79(6), pages 1302-1319, Nov.-Dec..
    19. Paolo Di Betta & Carlo Amenta, 2010. "A die-hard aristocracy: competitive balance in Italian soccer, 1929-2009," Rivista di Diritto ed Economia dello Sport, Centro di diritto e business dello Sport, vol. 6(2), pages 13-40, Settembre.
    20. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    21. Bernd Frick, 2007. "The Football Players' Labor Market: Empirical Evidence From The Major European Leagues," Scottish Journal of Political Economy, Scottish Economic Society, vol. 54(3), pages 422-446, July.
    22. repec:ags:stataj:122704 is not listed on IDEAS
    23. Alex Bryson & Giambattista Rossi & Rob Simmons, 2014. "The Migrant Wage Premium in Professional Football: A Superstar Effect?," Kyklos, Wiley Blackwell, vol. 67(1), pages 12-28, February.
    24. Stefan Szymanski & Ron Smith, 1997. "The English Football Industry: profit, performance and industrial structure," International Review of Applied Economics, Taylor & Francis Journals, vol. 11(1), pages 135-153.
    25. Yamamura, Eiji, 2010. "Wage disparity and team performance in the process of industry development: Evidence from Japan’s professional football league," MPRA Paper 27363, University Library of Munich, Germany.
    26. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
    27. Babatunde Buraimo & Bernd Frick & Michael Hickfang & Rob Simmons, 2015. "The Economics of Long-term Contracts in the Footballers' Labour Market," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(1), pages 8-24, February.
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    More about this item

    Keywords

    Italian serie A; football; soccer; talent; wages; sport performance;

    JEL classification:

    • J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General
    • J49 - Labor and Demographic Economics - - Particular Labor Markets - - - Other
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • Z19 - Other Special Topics - - Cultural Economics - - - Other

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