IDEAS home Printed from https://ideas.repec.org/p/col/000122/012545.html
   My bibliography  Save this paper

Good girl, bad boy: Corrupt behavior in professional tennis

Author

Listed:
  • Michael Jetter
  • Jay K. Walker

Abstract

This paper identifies matches on the male and female professional tennis tours in which one player faces a high payoff from being “on the bubble” of direct entry into one of the lucrative Grand Slam tournaments, while their opposition does not. Analyzing over 378,000 matches provides strong evidence for corrupt behavior on the men’s tour, as bubble players are substantially more likely to beat better ranked opponents when a win is desperately needed. However, we find no such evidence on the women’s tour. These results prevail throughout a series of extensions and robustness checks, highlighting gender differences regarding corrupt and unethical behavior, but also concerning collusion. We especially find evidence for collusion once monetary incentives are further increased. Finally, the market for sports betting does not seem to be aware of this phenomenon, suggesting a market imperfection and further confirming our suspicion of irregular activities in men’s tennis.

Suggested Citation

  • Michael Jetter & Jay K. Walker, 2015. "Good girl, bad boy: Corrupt behavior in professional tennis," Documentos de Trabajo de Valor Público 12545, Universidad EAFIT.
    • Handle: RePEc:col:000122:012545
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10784/4991
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Paul Niehaus & Sandip Sukhtankar, 2013. "Corruption Dynamics: The Golden Goose Effect," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 230-269, November.
    2. Naci Mocan, 2008. "What Determines Corruption? International Evidence From Microdata," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 493-510, October.
    3. Swamy, Anand & Knack, Stephen & Lee, Young & Azfar, Omar, 2001. "Gender and corruption," Journal of Development Economics, Elsevier, vol. 64(1), pages 25-55, February.
    4. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    5. Barr, Abigail & Serra, Danila, 2010. "Corruption and culture: An experimental analysis," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 862-869, December.
    6. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    7. Treisman, Daniel, 2000. "The causes of corruption: a cross-national study," Journal of Public Economics, Elsevier, vol. 76(3), pages 399-457, June.
    8. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    9. Olken, Benjamin A., 2009. "Corruption perceptions vs. corruption reality," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 950-964, August.
    10. Danila Serra, 2006. "Empirical determinants of corruption: A sensitivity analysis," Public Choice, Springer, vol. 126(1), pages 225-256, January.
    11. Dollar, David & Fisman, Raymond & Gatti, Roberta, 2001. "Are women really the "fairer" sex? Corruption and women in government," Journal of Economic Behavior & Organization, Elsevier, vol. 46(4), pages 423-429, December.
    12. Jennifer Brown, 2011. "Quitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars," Journal of Political Economy, University of Chicago Press, vol. 119(5), pages 982-1013.
    13. Raymond Fisman & Edward Miguel, 2007. "Corruption, Norms, and Legal Enforcement: Evidence from Diplomatic Parking Tickets," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 1020-1048, December.
    14. Mathia Sinning & Markus Hahn & Thomas K. Bauer, 2008. "The Blinder–Oaxaca decomposition for nonlinear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 480-492, December.
    15. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    16. Mark Duggan & Steven D. Levitt, 2002. "Winning Isn't Everything: Corruption in Sumo Wrestling," American Economic Review, American Economic Association, vol. 92(5), pages 1594-1605, December.
    17. Wayne A. Grove & Andrew Hussey & Michael Jetter, 2011. "The Gender Pay Gap Beyond Human Capital: Heterogeneity in Noncognitive Skills and in Labor Market Tastes," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 827-874.
    18. Justin Wolfers, 2006. "Point Shaving: Corruption in NCAA Basketball," American Economic Review, American Economic Association, vol. 96(2), pages 279-283, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Denisova-Schmidt, Elena & Huber, Martin & Prytula, Yaroslav, 2015. "An experimental evaluation of an anti-corruption intervention among Ukrainian university students," FSES Working Papers 462, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    2. De Paola, Maria & Scoppa, Vincenzo, 2015. "Gender Differences in Reaction to Psychological Pressure: Evidence from Tennis Players," IZA Discussion Papers 9315, Institute of Labor Economics (IZA).
    3. Elena Denisova-Schmidt & Martin Huber & Elvira Leontyeva & Anna Solovyeva, 2021. "Combining experimental evidence with machine learning to assess anti-corruption educational campaigns among Russian university students," Empirical Economics, Springer, vol. 60(4), pages 1661-1684, April.
    4. Denisova-Schmidt, Elena & Huber, Martin & Leontyeva, Elvira, 2016. "On the development of students’ attitudes towards corruption and cheating in Russian universities," FSES Working Papers 467, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    5. Elena Denisova-Schmidt & Martin Huber & Elvira Leontyeva, 2016. "Do Anti-Corruption Educational Campaigns Reach Students? Some Evidence from Russia and Ukraine," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 61-83.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Michael Jetter & Christopher F. Parmeter, 2016. "Uncovering the determinants of corruption," Working Papers 2016-02, University of Miami, Department of Economics.
    2. Jetter, Michael & Parmeter, Christopher F., 2018. "Sorting through global corruption determinants: Institutions and education matter – Not culture," World Development, Elsevier, vol. 109(C), pages 279-294.
    3. Debski, Julia & Jetter, Michael, 2015. "Gender and Corruption: A Reassessment," IZA Discussion Papers 9447, Institute of Labor Economics (IZA).
    4. Michael Jetter & Jay K. Walker, 2017. "Good Girl, Bad Boy? Evidence Consistent with Collusion in Professional Tennis," Southern Economic Journal, John Wiley & Sons, vol. 84(1), pages 155-180, July.
    5. Gans-Morse, Jordan & Borges, Mariana & Makarin, Alexey & Mannah-Blankson, Theresa & Nickow, Andre & Zhang, Dong, 2018. "Reducing bureaucratic corruption: Interdisciplinary perspectives on what works," World Development, Elsevier, vol. 105(C), pages 171-188.
    6. Debski, Julia & Jetter, Michael & Mösle, Saskia & Stadelmann, David, 2018. "Gender and corruption: The neglected role of culture," European Journal of Political Economy, Elsevier, vol. 55(C), pages 526-537.
    7. Roberto Burguet & Juan-José Ganuza & José García-Montalvo, 2016. "The Microeconomics of Corruption. A Review of Thirty Years of Research," Working Papers 908, Barcelona School of Economics.
    8. Krisztina Kis-Katos & Günther G. Schulze, 2013. "Corruption in Southeast Asia: a survey of recent research," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(1), pages 79-109, May.
    9. Eugen Dimant & Guglielmo Tosato, 2018. "Causes And Effects Of Corruption: What Has Past Decade'S Empirical Research Taught Us? A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 335-356, April.
    10. Guy Elaad & Alex Krumer & Jeffrey Kantor, 2018. "Corruption and Sensitive Soccer Games: Cross-Country Evidence," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 34(3), pages 364-394.
    11. Rajeev K. Goel & Michael A. Nelson, 2021. "Corrupt encounters of the fairer sex: female entrepreneurs and their corruption perceptions/experience," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1973-1994, December.
    12. Lee, Wang-Sheng & Guven, Cahit, 2013. "Engaging in corruption: The influence of cultural values and contagion effects at the microlevel," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 287-300.
    13. Abhijit Banerjee & Rema Hanna, 2012. "Corruption [The Handbook of Organizational Economics]," Introductory Chapters,, Princeton University Press.
      • Hanna, Rema N. & Mullainathan, Sendhil & Banerjee, Abhijit, 2012. "Corruption," Scholarly Articles 8830779, Harvard Kennedy School of Government.
      • Banerjee, Abhijit & Hanna, Rema & Mullainathan, Sendhil, 2012. "Corruption," Working Paper Series rwp12-023, Harvard University, John F. Kennedy School of Government.
      • Abhijit Banerjee & Rema Hanna & Sendhil Mullainathan, 2012. "Corruption," Working Papers id:4952, eSocialSciences.
      • Abhijit Banerjee & Sendhil Mullainathan & Rema Hanna, 2012. "Corruption," NBER Working Papers 17968, National Bureau of Economic Research, Inc.
    14. Jerg Gutmann & Viola Lucas, 2018. "Private-Sector Corruption: Measurement and Cultural Origins," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(2), pages 747-770, July.
    15. Rotondi, Valentina & Stanca, Luca, 2015. "The effect of particularism on corruption: Theory and empirical evidence," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 219-235.
    16. Germana Corrado & Luisa Corrado & Giuseppe De Michele & Francesco Salustri, 2017. "Are Perceptions of Corruption Matching Reality? Theory and Evidence from Microdata," CEIS Research Paper 420, Tor Vergata University, CEIS, revised 14 Dec 2017.
    17. Elaad, Guy & Kantor, Jeffrey & Krumer, Alex, 2017. "Corruption and Contests: Cross-Country Evidence from Sensitive Soccer Matches," Economics Working Paper Series 1708, University of St. Gallen, School of Economics and Political Science.
    18. Kyunga Na & Young-Hee Kang & Yang Sok Kim, 2018. "The Effect of Corporate Governance on the Corruption of Firms in BRICs (Brazil, Russia, India & China)," Social Sciences, MDPI, vol. 7(6), pages 1-16, May.

    More about this item

    Keywords

    cheating; corruption; gender differences; Oaxaca decomposition; sport; tennis;
    All these keywords.

    JEL classification:

    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:col:000122:012545. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Valor Público EAFIT - Centro de estudios e incidencia (email available below). General contact details of provider: https://edirc.repec.org/data/cieafco.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.