Alan, Morse and Stephen, Shapiro and Chad, McEvoy and Daniel, Rascher (2008): The Effects of Roster Turnover on Demand in the National Basketball Association. Published in: International Journal of Sport Finance , Vol. 3, (2008): pp. 8-18.
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The purpose of this study was to examine the effects of roster turnover on demand in the National Basketball Association (NBA) over a five-year period (2000-2005) and compare these results to previous research on turnover in Major League Baseball (MLB). A censored regression equation was developed to examine the relationship between roster turnover and season attendance, while controlling for other potentially confounding variables in the model. The censored regression model was used to account for the capacity constraints by forecasting the level of demand beyond capacity using information from the uncensored observations. The regression model was found to be significant with a log-likelihood statistic of 110.446. Previous attendance, current winning percentage, previous winning percentage, number of all-star players, and team history were found to be significant predictors of attendance. However, the variables measuring the effects of roster turnover were not found to be significant. There were substantial differences in the effect of roster turnover on attendance in the NBA compared with MLB. In addition, these findings provide evidence for using censored regression when dealing with constrained variables. Sellouts in the NBA appear to have an effect on all of the variables in the demand model. Future research will need to be conducted to help sport managers understand the role of roster turnover in specific professional leagues and to better understand the importance of using a censored regression model.
|Item Type:||MPRA Paper|
|Original Title:||The Effects of Roster Turnover on Demand in the National Basketball Association|
|Keywords:||basketball; roster turnover; demand; regression; censored regression|
|Subjects:||D - Microeconomics > D1 - Household Behavior and Family Economics > D12 - Consumer Economics: Empirical Analysis
L - Industrial Organization > L8 - Industry Studies: Services > L83 - Sports; Gambling; Recreation; Tourism
|Depositing User:||Daniel Rascher|
|Date Deposited:||12. Oct 2010 19:10|
|Last Modified:||25. Feb 2013 21:13|
Baade, R.A., & Tiehen, L.J. (1990). An analysis of major league baseball attendance, 1969-1987. Journal of Sport and Social Issues, 14(1), 14-32.
Ballard, C. (2006). The lost generation. Sports illustrated, 105(16), 58.
Burdekin, R.C.K., & Idson, T.L. (1991). Customer preferences, attendance and the racial structure of professional basketball teams [Electronic Version]. Applied Economics, 23(1B), 179-186.
Branvold, S. E., Pan, D. W., & Gabert, T. E. (1997). Effects of winning percentage and market size on attendance in minor league baseball. Sport Marketing Quarterly, 6(4), 35-42.
Cordova, J. (2006, November 2). Activating sport sponsorships. Keynote Speaker presented at Sport Marketing Association conference, Denver, Colorado.
Deschriver, T.D. (1999). Factors affecting spectator attendance at NCAA Division II football contests [Electronic Version]. International Sports Journal, 3, 54-65.
ESPN (2007). NBA home page. Retrieved February 12, 2007, from http://sports-ak.espn.go.com/nba/index
Gorman, J., & Calhoun, K. (1994). The Name of the Game: The Business of Sports. New York, NY: John Wiley & Sons, Inc.
Greenstein, T & Marcum, J 1981, ‘Factors affecting attendance at major league baseball: II. A within-season analyses, Sociology of Sport Journal, 2(4), 314-322.
Hansen, H & Gauthier, R 1989, ‘Factors affecting attendance at professional sporting events’, Journal of Sport Management, 3(1), 115-32.
Hoang, H., & Rascher, D. A. (1999). The NBA, exit discrimination, and career earnings, Industrial Relations, 38(1).
Howard, D. & Crompton, J. (2004). Financing Sport (2nd ed.). Morgantown, WV: Fitness Information Technology, Inc.
Jensen, P.E., & DeSchriver, T.D. (2002). Determinants of spectator attendance at NCAA Division II football contests. Journal of Sport Management, 16(4), 311-330.
Kahane, L., & Shmanske, S. (1997). Team roster turnover and attendance in major league baseball [Electronic Version]. Applied Economics, 29(4), 425-431.
Maxcy, J. & Mondello, M. (2006). The impact of free agency in North American professional team sports leagues. Journal of Sport Management, 20(3), 345-265.
McEvoy, C.D., Morse, A.L. (2007). An investigation of the relationship between television broadcasting and attendance. International Journal of Sport Management and Marketing, 2(3), 222-235.
McEvoy, C.D., Nagel, M.S., DeSchriver, T.D., & Brown, M.T. (2005). Facility age and attendance in major league baseball. Sport Management Review, 8(1), 19-41.
Mullin, B.J., Hardy, S. and Sutton, W.A. (1993), Sport Marketing, Human Kinetics, Champaign, IL.
Noll, R.G. (1974). Attendance and price setting. In RG Noll (ed.), Government and the sport business, The Brookings Institution, Washington.
Nourayi, M.M. (2006). Profitability in professional sports and benchmarking: The case of NBA franchises [Electronic Version]. Benchmarking: An International Journal, 13(3), 252-271.
Pan, D.W., Zhu, Z., Gabert, T.E., & Brown, J. (1999). Team performance, market characteristics, and attendance of major league baseball: A panel data analysis. Mid-Atlantic Journal of Business, 35(2-3), 77-91.
Pease, D.G., & Zhang, J.J. (2001). Socio-motivational factors affecting spectator attendance at professional basketball games. International Journal of Sport Management, 2(1), 31-59.
Rascher, D.A. (1999). The optimal distribution of talent in Major League Baseball. In L. Hadley, E. Gustafson, & J. Fizel (Eds.), Sports economics: Current research (pp. 27-45). Westport, CT: Praeger Press.
Rascher, D.A., McEvoy, C.D., Nagel, M.S., & Brown, M.T. (2007). Variable ticket pricing in major league baseball. Journal of Sport Management, 21, 407-437.
Rivers, D.H., & DeShriver, T.D. (2002). Star players, payroll distribution, and Major League Baseball attendance. Sport Marketing Quarterly, 11(3), 164-174.
Robertson v. NBA, No. 70 Civ. 1526. (NY 1975).
Rottenberg, S. (1956). The baseball players’ labor market. The Journal of Political Economy, 64(3), 242-258.
Sanderson, A.R., & Siegfried, J.J. (1997). The implications of athlete freedom to contract: Lessons from North America. Economic Affairs, 17(3), 7-13.
Scully, G.W. (1974). Pay and performance in major league baseball. The American Economic Review, 64(6), 915-930.
Shackelford, D.E., & Greenwell, C.T. (2005). Predicting women’s Division I sports attendance: An analysis of institutional characteristics [Electronic Version]. Sport Marketing Quarterly, 14, 139-147.
Wann, D.L., Schrader, M.P., & Wilson A.M. (1999). Sport fan motivation: Questionnaire validation, comparisons by sport, and relationship to athletic motivation. Journal of Sport Behavior, 22(1), 114-140.
Whitney, J. D. (1988). Winning games versus winning championships: The economics of fan interest and team performance, Economic Inquiry, 26(4), 703-724.
Zhang, J.J., Pease, D.G., Hui, S.C. & Michaud, T.J. (1995). Variables affecting the spectator decision to attend NBA games. Sport Marketing Quarterly, 4(4), 29-39.
Zhang, J.J., Pease, D.G., Smith, D.W., Lee, J.T., Lam, E.T.C., & Jambor, E.A. (1997). Factors affecting the decision making of spectators to attend minor league hockey games. International Sports Journal, 1(1), 39-53.