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The Rise and Fall of the Enforcer in the National Hockey League
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The Rise and Fall of the Enforcer in the National Hockey League

Author

Listed:
  • Craig A. Depken II
  • Peter A. Groothuis
  • Mark C. Strazicich

Abstract

This paper investigates the time series properties of fighting and scoring in the National Hockey League from 1957-2013. The empirical analysis focuses on identifying structural breaks in the various time series and correlating these breaks with rule changes in the NHL, especially those that focus on fighting. We find that player behavior in the areas of fighting and scoring changed structurally before rule changes in the NHL that reduced the benefits and increased the costs of fighting. The data and empirical results suggest that the rise and fall of the enforcer was a function of changes in social norms within the NHL rather than legal changes by the league itself. The example suggests that other sports might also experience changes in social norms that lead to reduced violence and increased offense before formal rule changes are made by league officials. Key Words: Social Norms, Cultural Change, Rule Changes, Structural Breaks

Suggested Citation

  • Craig A. Depken II & Peter A. Groothuis & Mark C. Strazicich, 2016. "The Rise and Fall of the Enforcer in the National Hockey League," Working Papers 16-12, Department of Economics, Appalachian State University.
  • Handle: RePEc:apl:wpaper:16-12
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    File URL: http://econ.appstate.edu/RePEc/pdf/wp1612.pdf
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    References listed on IDEAS

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    1. Scully, Gerald W., 1995. "The Market Structure of Sports," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226743950, October.
    2. Posner, Richard A. & Rasmusen, Eric B., 1999. "Creating and enforcing norms, with special reference to sanctions1," International Review of Law and Economics, Elsevier, vol. 19(3), pages 369-382, September.
    3. repec:zbw:rwirep:0047 is not listed on IDEAS
    4. Ignacio Palacios-Huerta, 2004. "Structural changes during a century of the world’s most popular sport," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 13(2), pages 241-258, September.
    5. Rodney J. Paul, 2003. "Variations in NHL Attendance: The Impact of Violence, Scoring, and Regional Rivalries," American Journal of Economics and Sociology, Wiley Blackwell, vol. 62(2), pages 345-364, April.
    6. Young Lee & Rodney Fort, 2008. "Attendance and the Uncertainty-of-Outcome Hypothesis in Baseball," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 33(4), pages 281-295, December.
    7. repec:bla:obuest:v:63:y:2001:i:5:p:535-58 is not listed on IDEAS
    8. Posner, R.A. & Rasmusen, E., 1998. "Creating and Enforcing Norms, with Special Reference to Sanctions," Papers 98-005, Indiana - Center for Econometric Model Research.
    9. Dequech, David, 2009. "Institutions, social norms, and decision-theoretic norms," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 70-78, October.
    10. Leo H. Kahane, 2005. "Economics of abortion," Chapters, in: Simon W. Bowmaker (ed.), Economics Uncut, chapter 11, Edward Elgar Publishing.
    11. Wilson, Dennis P., 2005. "Additional law enforcement as a deterrent to criminal behavior: empirical evidence from the National Hockey League," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 34(3), pages 319-330, May.
    12. Posner, Richard A, 1997. "Social Norms and the Law: An Economic Approach," American Economic Review, American Economic Association, vol. 87(2), pages 365-369, May.
    13. J. C. H. Jones & D. G. Ferguson & K. G. Stewart, 1993. "Blood Sports and Cherry Pie," American Journal of Economics and Sociology, Wiley Blackwell, vol. 52(1), pages 63-78, January.
    14. Young Hoon Lee & Rodney Fort, 2005. "Structural Change in MLB Competitive Balance: The Depression, Team Location, and Integration," Economic Inquiry, Western Economic Association International, vol. 43(1), pages 158-169, January.
    15. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    16. Young Hoon Lee & Rodney Fort, 2012. "Competitive Balance: Time Series Lessons from the E nglish P remier L eague," Scottish Journal of Political Economy, Scottish Economic Society, vol. 59(3), pages 266-282, July.
    17. Martin B. Schmidt & David J. Berri, 2003. "On the Evolution of Competitive Balance: The Impact of an Increasing Global Search," Economic Inquiry, Western Economic Association International, vol. 41(4), pages 692-704, October.
    18. Duane W. Rockerbie, 2016. "Fighting as a profit maximizing strategy in the National Hockey League: more evidence," Applied Economics, Taylor & Francis Journals, vol. 48(4), pages 292-299, January.
    19. Azar, Ofer H., 2004. "What sustains social norms and how they evolve?: The case of tipping," Journal of Economic Behavior & Organization, Elsevier, vol. 54(1), pages 49-64, May.
    20. Haisken-DeNew, John P. & Vorell, Matthias, 2008. "Blood Money: Incentives for Violence in NHL Hockey," Ruhr Economic Papers 47, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    21. Elster, Jon, 1989. "Social Norms and Economic Theory," Journal of Economic Perspectives, American Economic Association, vol. 3(4), pages 99-117, Fall.
    22. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    23. Nunes, Luis C & Newbold, Paul & Kuan, Chung-Ming, 1997. "Testing for Unit Roots with Breaks: Evidence on the Great Crash and the Unit Root Hypothesis Reconsidered," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(4), pages 435-448, November.
    24. Morgulev, Elia & Azar, Ofer H. & Lidor, Ronnie & Sabag, Eran & Bar-Eli, Michael, 2014. "Deception and decision making in professional basketball: Is it beneficial to flop?," Journal of Economic Behavior & Organization, Elsevier, vol. 102(C), pages 108-118.
    25. Nieswiadomy Michael L. & Strazicich Mark C. & Clayton Stephen, 2012. "Was There a Structural Break in Barry Bonds's Bat?," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 8(3), pages 1-19, October.
    26. J. Jones & S. Nadeau & W. Walsh, 1997. "The wages of sin: Employment and salary effects of violence in the national hockey league," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 25(2), pages 191-206, June.
    27. Brian Mills & Rodney Fort, 2014. "League-Level Attendance And Outcome Uncertainty In U.S. Pro Sports Leagues," Economic Inquiry, Western Economic Association International, vol. 52(1), pages 205-218, January.
    28. Martin B. Schmidt & David J. Berri, 2004. "The Impact of Labor Strikes on Consumer Demand: An Application to Professional Sports," American Economic Review, American Economic Association, vol. 94(1), pages 344-357, March.
    29. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    30. Junsoo Lee & Mark C. Strazicich, 2001. "Break Point Estimation and Spurious Rejections With Endogenous Unit Root Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(5), pages 535-558, December.
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    More about this item

    Keywords

    social norms; cultural change; rule changes; structural breaks;
    All these keywords.

    JEL classification:

    • Z22 - Other Special Topics - - Sports Economics - - - Labor Issues
    • D71 - Microeconomics - - Analysis of Collective Decision-Making - - - Social Choice; Clubs; Committees; Associations
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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