In this article, we extend the literature on competitive balance to National Collegiate Athletic Association (NCAA) Division I men’s basketball. We track historical within-conference balance utilizing measures accounting for game-level uncertainty and consecutive season uncertainty. We find a host of structural changes in competitive balance across the sport that align closely with the GI Bill, racial integration, and the split of the NCAA into three divisions. We also find evidence of short-term improvements in balance following individual conference-level regulation specific to the Ivy League.
AlavyK.GaskellA.LeachS.SzymanskiS. (2010). On the edge of your seat: Demand for football on television and the uncertainty of outcome hypothesis. International Journal of Sport Finance, 5, 75–95.
2.
AndrewsD. S. (1984). The GI bill and college football: The birth of a spectator sport. Journal of Physical Education, Recreation & Dance, 55, 23–26.
3.
BaiJ.PerronP. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66, 47–78.
4.
BaiJ.PerronP. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18, 1–22.
5.
BaiJ.PerronP. (2006). Multiple structural change models: A simulation analysis. In CorbaeD.DurlaffS. N.HansenB. E. (Eds.), Econometric theory and practice: Frontiers of analysis and applied research (pp. 212–237). New York, NY: Cambridge University Press.
6.
BennettR. W.FizelJ. L. (1995). Telecast deregulation and competitive balance: Regarding NCAA division I football. American Journal of Economics and Sociology, 54, 183–199.
7.
BerriD. J.BrookS. L.FrickB.FennA. J.Vicente-MayoralR. (2005). The short supply of tall people: Competitive imbalance and the national basketball association. Journal of Economic Issues, 34, 1029–1041.
8.
BoothR. (2005). Comparing competitive balance in Australian sports leagues: Does a salary cap and player draft measure up?Sport Management Review, 8, 119–143.
9.
ButlerM. R. (1995). Competitive balance in major league baseball. American Economist, 39, 46–52.
10.
ByersW. (1995). Unsportsmanlike conduct: Exploiting college athletes. Ann Arbor: University of Michigan Press.
11.
DepkenC. A.II (1999). Free-agency and the competitiveness of major league baseball. Review of Industrial Organization, 14, 205–217.
12.
DepkenC. A.IIWilsonD. P. (2004a). The impact of cartel enforcement in NCAA Division I-A football. In FizelJ.FortR. (Eds.), Economics of collegiate sports (pp. 225–243). Westport, CT: Praeger.
13.
DepkenC. A.IIWilsonD. P. (2004b). Institutional change in the NCAA and competitive balance in intercollegiate football. In FizelJ.FortR. (Eds.), Economics of collegiate sports (pp. 197–209). Westport, CT: Praeger.
14.
DepkenC. A.IIWilsonD. P. (2006). NCAA enforcement and competitive balance in college football. Southern Economic Journal, 72, 826–845.
15.
EckardE. W. (1998). The NCAA cartel and competitive balance in college football. Review of Industrial Organization, 13, 347–369.
FortR. D.LeeY. H. (2006). Stationarity and major league baseball attendance analysis. Journal of Sports Economics, 7, 408–415.
18.
FortR. D.LeeY. H. (2007). Structural change, competitive balance, and the rest of the major leagues. Economic Inquiry, 45, 519–532.
19.
GoffB. L.McCormickR. E.TollisonR. D. (2002). Racial integration as an innovation: Empirical evidence from sports leagues. American Economic Review, 92, 16–26.
20.
HausmanJ. A.LeonardG. K. (1997). Superstars in the national basketball association: Economic value and policy. Journal of Labor Economics, 15, 586–624.
21.
LeeJ.StrazicichM. C. (2001). Break point estimation and spurious rejections with endogenous unit root tests. Oxford Bulletin of Economics and Statistics, 63, 535–558.
22.
LeeJ.StrazicichM. C. (2003). Minimum LM unit root test with two structural breaks. Review of Economics and Statistics, 85, 1082–1089.
23.
LeeJ.StrazicichM. C. (2004). Minimum LM unit root test with one structural break(Working Paper). Boone, NC: Department of Economics, Appalachian State University.
24.
LeeY. H. (2004). Competitive balance and attendance in Japanese, Korean and US professional baseball leagues. FortR.FizelJ. (Eds.), International sports economics comparisons (pp. 281–292). Westport, CT: Praeger.
25.
LeeY. H. (2006). The decline of attendance in the Korean professional baseball league: The major league effects. Journal of Sports Economics, 7, 187–200.
26.
LeeY. H. (2009). The impact of postseason restructuring on the competitive balance and fan demand in major league baseball. Journal of Sports Economics, 10, 219–235.
27.
LeeY. H.FortR. D. (2005). Structural change in MLB competitive balance: The depression, team location, and integration. Economic Inquiry, 43, 158–169.
28.
LeeY. H.FortR. D. (2008). Attendance and the uncertainty-of-outcome hypothesis in baseball. Review of Industrial Organization, 33, 281–295.
29.
LeeY. H.FortR. D. (2012). Competitive balance: Time series lessons from the English premiere league. Scottish Journal of Political Economy, 69, 266–282.
30.
LeybourneS. J.MillsT. C.NewboldP. (1998). Spurious rejections by Dickey-Fuller tests in the presence of a break under the null. Journal of Econometrics, 87, 191–203.
31.
MillerP. B.WigginsD. K. (2004). Sport and the color line: Black athletes and race relations in twentieth-century America. New York, NY: Routledge.
32.
MillsB. M.FortR. D. (2014). League level attendance and outcome uncertainty in U.S. pro sports leagues. Economic Inquiry, 52, 205–218.
33.
NeweyW.WestK. (1994). Automatic lag selection in covariance matrix estimation. Review of Economic Studies, 61, 631–653.
34.
PerronP. (1989). The great crash, the oil price shock, and the unit root hypothesis. Econometrica, 57, 1361–1401.
35.
ReimannP. A. (2004). The G.I. bill and collegiate football recruiting after World War II. International Sports Journal, 8, 126–133.
36.
RottenbergS. (1956). The baseball players’ labor market. Journal of Political Economy, 64, 242–258.
37.
SalagaS. (2015). Competitive balance in college football: The GI bill, Grant-In-Aid and the college football association. Essays in Economic & Business History, 33, 1–31.
38.
SandersonA. R.SiegfriedJ. J. (2003). Thinking about competitive balance. Journal of Sports Economics, 4, 255–279.
39.
SutterD.WinklerS. (2003). NCAA scholarship limits and competitive balance in college football. Journal of Sports Economics, 4, 3–18.
40.
SzymanskiS.KesenneS. (2004). Competitive balance and gate revenue sharing in team sports. The Journal of Industrial Economics, 52, 165–177.
41.
ZhengF.FortR. D. (2015). Attendance and balance in the Chinese basketball association. In LeeY. H.FortR. (Eds.), Asian sports economic issues (pp. 123–128). New York, NY: Springer.
