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Wage Dispersion and Team Performance: The Moderation Role of Club Size

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  • Thadeu Gasparetto
  • Angel Barajas

Abstract

Previous research on professional football offer conflicting results regarding the impact of wage dispersion on team performance. However, the existing intra-league heterogeneity among clubs is overlooked and could be the reason for the diverging outcomes. The aim of this paper is to reanalyze this relationship having the clubs’ size as moderator. Payroll – which captures the financial strength – is used as proxy of club size. Ordinary Least Squares regressions with season and league fixed effects are employed. Dispersion is measured by three indexes for robustness check. The outputs confirm the quadratic relationship between wage dispersion and performance, but adding that identical levels of dispersion have different impact on football clubs according to their financial strength.

Suggested Citation

  • Thadeu Gasparetto & Angel Barajas, 2022. "Wage Dispersion and Team Performance: The Moderation Role of Club Size," Journal of Sports Economics, , vol. 23(5), pages 548-566, June.
  • Handle: RePEc:sae:jospec:v:23:y:2022:i:5:p:548-566
    DOI: 10.1177/15270025211067793
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    1. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    2. Geddes, R Richard, 1997. "Ownership, Regulation, and Managerial Monitoring in the Electric Utility Industry," Journal of Law and Economics, University of Chicago Press, vol. 40(1), pages 261-288, April.
    3. Simmons, Rob & Berri, David J., 2011. "Mixing the princes and the paupers: Pay and performance in the National Basketball Association," Labour Economics, Elsevier, vol. 18(3), pages 381-388, June.
    4. R. Todd jewell & David J. Molina, 2004. "Productive Efficiency and Salary Distribution: The Case of US Major League Baseball," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(1), pages 127-142, February.
    5. Oi, Walter Y. & Idson, Todd L., 1999. "Firm size and wages," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 33, pages 2165-2214, Elsevier.
    6. Nicolas Scelles & Stefan Szymanski & Nadine Dermit-Richard, 2018. "Insolvency in French Soccer," Journal of Sports Economics, , vol. 19(5), pages 603-624, June.
    7. Robert Breunig & Bronwyn Garrett-Rumba & Mathieu Jardin & Yvon Rocaboy, 2014. "Wage dispersion and team performance: a theoretical model and evidence from baseball," Applied Economics, Taylor & Francis Journals, vol. 46(3), pages 271-281, January.
    8. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    9. Stefan Kesenne, 2015. "Revenue Sharing and Absolute League Quality; Talent Investment and Talent Allocation," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(1), pages 51-58, February.
    10. Stefan Késenne, 2006. "The Win Maximization Model Reconsidered," Journal of Sports Economics, , vol. 7(4), pages 416-427, November.
    11. 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.
    12. Moon K. Kim & David A. Burnie, 2002. "The Firm Size Effect and the Economic Cycle," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(1), pages 111-124, March.
    13. Alessandro Bucciol & Nicolai J Foss & Marco Piovesan, 2014. "Pay Dispersion and Performance in Teams," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-16, November.
    14. Herrera, Martin J. & Lockwood, Larry J., 1994. "The size effect in the Mexican stock market," Journal of Banking & Finance, Elsevier, vol. 18(4), pages 621-632, September.
    15. DepkenII, Craig A., 2000. "Wage disparity and team productivity: evidence from major league baseball," Economics Letters, Elsevier, vol. 67(1), pages 87-92, April.
    16. Anna Bykova & Dennis Coates, 2020. "Does Experience Matter? Salary Dispersion, Coaching, And Team Performance," Contemporary Economic Policy, Western Economic Association International, vol. 38(1), pages 188-205, January.
    17. Eiji Yamamura, 2015. "Wage Disparity and Team Performance in the Process of Industry Development," Journal of Sports Economics, , vol. 16(2), pages 214-223, February.
    18. Rodney Fort, 2015. "Managerial Objectives: A Retrospective on Utility Maximization in Pro Team Sports," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(1), pages 75-89, February.
    19. 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.
    20. Hajime Katayama & Hudan Nuch, 2011. "A game-level analysis of salary dispersion and team performance in the national basketball association," Applied Economics, Taylor & Francis Journals, vol. 43(10), pages 1193-1207.
    21. Wladimir Andreff & Paul Staudohar, 2000. "The Evolving European Model of Professional Sports Finance," Post-Print halshs-00274661, HAL.
    22. Shmanske, Stephen & Kahane, Leo H. (ed.), 2012. "The Oxford Handbook of Sports Economics: Volumes 1 & 2," OUP Catalogue, Oxford University Press, number 9780199796830, Decembrie.
    23. Munjal, Surender & Requejo, Ignacio & Kundu, Sumit K., 2019. "Offshore outsourcing and firm performance: Moderating effects of size, growth and slack resources," Journal of Business Research, Elsevier, vol. 103(C), pages 484-494.
    24. John Vrooman, 2007. "Theory Of The Beautiful Game: The Unification Of European Football," Scottish Journal of Political Economy, Scottish Economic Society, vol. 54(3), pages 314-354, July.
    25. Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-583, June.
    26. Stefan Szymanski, 2010. "The Economic Design of Sporting Contests," Palgrave Macmillan Books, in: The Comparative Economics of Sport, chapter 1, pages 1-78, Palgrave Macmillan.
    27. Kenneth R. Troske & Kimberly Bayard, 1999. "Examining the Employer-Size Wage Premium in the Manufacturing, Retail Trade, and Service Industries Using Employer-Employee Matched Data," American Economic Review, American Economic Association, vol. 89(2), pages 99-103, May.
    28. Rodney Fort & James Quirk, 2007. "Rational Expectations And Pro Sports Leagues," Scottish Journal of Political Economy, Scottish Economic Society, vol. 54(3), pages 374-387, July.
    29. Palomino, Frederic & Sakovics, Jozsef, 2004. "Inter-league competition for talent vs. competitive balance," International Journal of Industrial Organization, Elsevier, vol. 22(6), pages 783-797, June.
    30. Stefan Kesenne, 2000. "Revenue Sharing and Competitive Balance in Professional Team Sports," Journal of Sports Economics, , vol. 1(1), pages 56-65, February.
    31. Stefan Szymanski, 2017. "Entry into exit: insolvency in English professional football," Scottish Journal of Political Economy, Scottish Economic Society, vol. 64(4), pages 419-444, September.
    32. Rene Morissette, 1993. "Canadian Jobs and Firm Size: Do Smaller Firms Pay Less?," Canadian Journal of Economics, Canadian Economics Association, vol. 26(1), pages 159-174, February.
    33. Raul Caruso & Marco Di Domizio & Domenico Rossignoli, 2017. "Aggregate wages of players and performance in Italian Serie A," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(3), pages 515-531, December.
    34. Levine, David I., 1991. "Cohesiveness, productivity, and wage dispersion," Journal of Economic Behavior & Organization, Elsevier, vol. 15(2), pages 237-255, March.
    35. A. R. Cardoso, 2000. "Wage differentials across firms: an application of multilevel modelling," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(4), pages 343-354.
    36. 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.
    37. Haltiwanger, John & Scarpetta, Stefano & Schweiger, Helena, 2014. "Cross country differences in job reallocation: The role of industry, firm size and regulations," Labour Economics, Elsevier, vol. 26(C), pages 11-25.
    38. Lawrence Debrock & Wallace Hendricks & Roger Koenker, 2004. "Pay and Performance," Journal of Sports Economics, , vol. 5(3), pages 243-261, August.
    39. Dennis Coates & Bernd Frick & Todd Jewell, 2016. "Superstar Salaries and Soccer Success," Journal of Sports Economics, , vol. 17(7), pages 716-735, October.
    40. Sloane, Peter J, 1971. "The Economics of Professional Football: The Football Club as a Utility Maximiser," Scottish Journal of Political Economy, Scottish Economic Society, vol. 18(2), pages 121-146, June.
    41. Werner Smolny, 2003. "Determinants of innovation behaviour and investment estimates for west-german manufacturing firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(5), pages 449-463.
    42. Kahane, Leo H. & Shmanske, Stephen (ed.), 2012. "The Oxford Handbook of Sports Economics Volume 1: The Economics of Sports," OUP Catalogue, Oxford University Press, number 9780195387773, Decembrie.
    43. Paul Sommers, 1998. "Work incentives and salary distributions in the national hockey league," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 26(1), pages 119-119, March.
    44. Helmut Dietl & Martin Grossmann & Andreas Hefti & Markus Lang, 2015. "Spillovers in Sports Leagues with Promotion and Relegation," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(1), pages 59-74, February.
    45. David Berri & R. Jewell, 2004. "Wage inequality and firm performance: Professional basketball's natural experiment," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 32(2), pages 130-139, June.
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