Local Broadcast Viewership in Major League Soccer

in Journal of Sport Management
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This paper estimates determinants of local market television viewership demand for Major League Soccer (MLS). We examine the effects of team quality and outcome uncertainty and compare our estimates to recent work on the determinants of MLS attendance. We find that local viewership for MLS is not particularly sensitive to uncertainty over game outcomes. However, we do find effects of local team quality and visiting superstars on viewership levels. The results also exhibit evidence of pure substitution effects where viewership transfers to attendance demand as the season progresses, and in which viewership is substituted for attendance in the face of sellouts or poor weather conditions. Team strategy and league policy implications are discussed, along with directions for future research on MLS and local viewership demand.

Sung and Mills are with the Department of Tourism, Recreation & Sport Management, University of Florida, Gainesville, FL. Mondello is with the Department of Marketing, Muma College of Business, University of South Florida, Tampa, FL.

Address author correspondence to Brian M. Mills at bmmillsy@hhp.ufl.edu.
  • Alavy, K., Gaskell, A., Leach, S., & Szymanski, S. (2010). On the edge of your seat: Demand for football on television and the uncertainty of outcome hypothesis. International Journal of Sport Finance, 5(2), 75.

    • Search Google Scholar
    • Export Citation
  • Baxter, K. (2015, December). MLS goes from near extinction to remarkable success. Los Angeles Times. Retrieved from http://www.latimes.com/sports/soccer/la-sp-soccer-baxter-20151206-story.html

    • Search Google Scholar
    • Export Citation
  • Beckman, E.M., Cai, W., Esrock, R.M., & Lemke, R.J. (2011). Explaining game-to-game ticket sales for Major League Baseball games over time. Journal of Sports Economics, 13, 536–553. doi:10.1177/1527002511410980

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Bell, J. (2011, August). M.L.S. and NBV sports announce new TV deal. The New York Times. Retrieved from https://goal.blogs.nytimes.com/2011/08/10/m-l-s-and-nbc-sports-announce-new-tv-deal/

    • Search Google Scholar
    • Export Citation
  • Brisendine, S. (2016, October). MLS breaks regular-season attendance records for third straight season. MLSsoccer.com. Retrieved from https://www.mlssoccer.com/post/2016/10/24/mls-breaks-regular-season-attendance-records-third-straight-season

    • Search Google Scholar
    • Export Citation
  • Buraimo, B. (2008). Stadium attendance and television audience demand in English league football. Managerial and Decision Economics, 29(6), 513–523. doi:10.1002/mde.1421

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Buraimo, B., & Simmons, R. (2008). Do sports fans really value uncertainty of outcome? Evidence from the English Premier League. International Journal of Sport Finance, 3, 146–155.

    • Search Google Scholar
    • Export Citation
  • Buraimo, B., & Simmons, R. (2009). A tale of two audiences: Spectators, television viewers and outcome uncertainty in Spanish football. Journal of Economics & Business, 61(4), 326–338. doi:10.1016/j.jeconbus.2008.10.002

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Buraimo, B., & Simmons, R. (2015). Uncertainty of outcome or star quality? Television audience demand for English Premier League football. International Journal of the Economics of Business, 22(3), 449–469. doi:10.1080/13571516.2015.1010282

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Coates, D., Frick, B., & Jewell, T. (2016). Superstar salaries and soccer success: The impact of designated players in major league soccer. Journal of Sports Economics, 17(7), 716–735. doi:10.1177/1527002514547297

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Coates, D., & Humphreys, B.R. (2010). Week to week attendance and competitive balance in the National Football League. International Journal of Sport Finance, 5(4), 239.

    • Search Google Scholar
    • Export Citation
  • Coates, D., Humphreys, B.R., & Zhou, L. (2014). Reference-dependent preferences, loss aversion, and live game attendance. Economic Inquiry, 52(3), 959–973. doi:10.1111/ecin.12061

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Cox, A. (2018). Spectator demand, uncertainty of results, and public interest: Evidence from the English Premier League. Journal of Sports Economics, 19, 3–30. doi:10.1177/1527002515619655

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Czarnitzki, D., & Stadtmann, G. (2002). Uncertainty of outcome versus reputation: Empirical evidence for the first German football division. Empirical Economics, 27, 101–112. doi:10.1007/s181-002-8361-7

    • Crossref
    • Search Google Scholar
    • Export Citation
  • DeSchriver, T.D. (2007). Much adieu about Freddy: Freddy Adu and attendance in Major League Soccer. Journal of Sport Management, 21, 438–451. doi:10.1123/jsm.21.3.438

    • Crossref
    • Search Google Scholar
    • Export Citation
  • DeSchriver, T.D., Rascher, D.A., & Shapiro, S.L. (2016). If we build it, will they come? Examining the effect of expansion teams and soccer-specific stadiums on Major League Soccer attendance. Sport, Business and Management: An International Journal, 6(2), 205–227. doi:10.1108/SBM-05-2014-0025

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Forrest, D., Simmons, R., & Buraimo, B. (2005). Outcome uncertainty and the couch potato audience. Scottish Journal of Political Economy, 52(4), 641–661. doi:10.1111/j.1467-9485.2005.00360.x

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Fort, R. (2004). Inelastic sports pricing. Managerial and Decision Economics, 25, 87–94. doi:10.1002/mde.1108

  • Fort, R. (2017). Pro sports league antitrust ‘beliefs’: Applied theory and the rule of reason. Managerial and Decision Economics, 38(5), 655–663. doi:10.1002/mde.2791

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Francis, J., & Zheng, C. (2010). Learning vicariously from failure: The case of major league soccer and the collapse of the North American Soccer League. Group & Organization Management, 35, 542–571. doi:10.1177/1059601110383405

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hausman, J.A., & Leonard, G.K. (1997). Superstars in the National Basketball Association: Economic value and policy. Journal of Labor Economics, 15(4), 586–624. doi:10.1086/209839

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jakobsze, M.J. (2010). Kicking single-entity to the sidelines: Reevaluating the competitive reality of Major League Soccer after American Needle and the 2010 Collective Bargaining Agreement. Northern Illinois University Law Review, 31, 131.

    • Search Google Scholar
    • Export Citation
  • Jewell, R.T. (2017). The effect of marquee players on sports demand: The case of US Major League Soccer. Journal of Sports Economics, 18(3), 239–252. doi:10.1177/1527002514567922

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jewell, R.T., & Molina, D.J. (2005). An evaluation of the relationship between Hispanics and Major League Soccer. Journal of Sports Economics, 6, 160–177. doi:10.1177/1527002504263400

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kennedy, P.E. (1981). Estimation with correctly interpreted dummy variables in semilogarithmic equations. American Economic Review, 71, 801.

    • Search Google Scholar
    • Export Citation
  • Késenne, S. (2015). The single entity status of a sports league. Journal of Sports Economics, 16(8), 811–818. doi:10.1177/1527002514556614

  • Knowles, G., Sherony, K., & Haupert, M. (1992). The demand for Major League Baseball: A test of the uncertainty of outcome hypothesis. The American Economist, 36(2), 72–80. doi:10.1177/056943459203600210

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Krautmann, A.C., & Berri, D.J. (2007). Can we find it at the concessions? Understanding price elasticity in professional sports. Journal of Sports Economics, 8, 183–191. doi:10.1177/1527002505275093

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kuypers, T. (2000). Information and efficiency: An empirical study of a fixed odds betting market. Applied Economics, 32(11), 1353–1363. doi:10.1080/00036840050151449

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lawson, R.A., Sheehan, K., & Stephenson, E.F. (2008). Vend it like Beckham: David Beckham’s effect on MLS ticket sales. International Journal of Sport Finance, 3, 189.

    • Search Google Scholar
    • Export Citation
  • Lee, Y.H., & Fort, R. (2008). Attendance and the uncertainty of outcome hypothesis in baseball. Review of Industrial Organization, 33, 281–295. doi:10.1007/s11151-008-9193-9

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lee, Y.H., & Smith, T.G. (2008). Why are Americans addicted to baseball? An empirical analysis of fandom in Korea and the United States. Contemporary Economic Policy, 26, 32–48. doi:10.1111/j.1465-7287.2007.00052.x

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lemke, R.J., Leonard, M., & Tlhokwane, K. (2010). Estimating attendance at Major League Baseball games for the 2007 season. Journal of Sports Economics, 11, 316–348. doi:10.1177/1527002509337212

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mills, B.M., & Fort, R. (2014). League-level attendance and outcome uncertainty in U.S. pro sports leagues. Economic Inquiry, 52, 205–218. doi:10.1111/ecin.12037

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mills, B.M., Mondello, M., & Tainsky, S. (2016). Competition in shared markets and Major League Baseball broadcast viewership. Applied Economics, 48, 3020–3032. doi:10.1080/00036846.2015.1133899

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mills, B.M., Salaga, S., & Tainsky, S. (2016). NBA primary ticket market consumers: Ex ante expectations and consumer market origination. Journal of Sport Management, 30, 538–552. doi:10.1123/jsm.2015-0230

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mondello, M., Mills, B.M., & Tainsky, S. (2017). Shared market competition and broadcast viewership in the National Football League. Journal of Sport Management, 31, 562–574. doi:10.1123/jsm.2016-0222

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mongeon, K., & Winfree, J. (2012). Comparison of television and gate demand in the National Basketball Association. Sport Management Review, 15(1), 72–79. doi:10.1016/j.smr.2011.09.001

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Neale, W.C. (1964). The peculiar economics of professional sports. Quarterly Journal of Economics, 78, 1–14. doi:10.2307/1880543

  • Paul, R.J., & Weinbach, A.P. (2007). The uncertainty of outcome and scoring effects on Nielsen ratings for Monday Night Football. Journal of Economics and Business, 59(3), 199–211. doi:10.1016/j.jeconbus.2006.05.001

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Paul, R.J., & Weinbach, A.P. (2013). Uncertainty of outcome and television ratings for the NHL and MLS. Journal of Prediction Markets, 7(1), 53–65.

    • Search Google Scholar
    • Export Citation
  • Paul, R.J., & Weinbach, A.P. (2015). The betting market as a forecast of television ratings for primetime NFL football. International Journal of Sport Finance, 10(3), 284.

    • Search Google Scholar
    • Export Citation
  • Pawlowski, T., & Anders, C. (2012). Stadium attendance in German professional football—The (un)importance of uncertainty of outcome reconsidered. Applied Economics Letters, 19, 1553–1556. doi:10.1080/13504851.2011.639725

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Peeters, T. (2018). Testing the wisdom of the crowds in the field: Transfermarkt valuations and international football results. International Journal of Forecasting, 34, 17–29. doi:10.1016/j.ijforecast.2017.08.002

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Pérez, L., Puente, V., & Rodríguez, P. (2017). Factors determining TV soccer viewing: Does uncertainty of outcome really matter? International Journal of Sport Finance, 12(2), 124.

    • Search Google Scholar
    • Export Citation
  • Rascher, D.A. (1999). A test of the optimal positive production network externality in Major League Baseball. In J. Fizel, E. Gustafson, & L. Hadley (Eds.), Sports economics: Current research (pp. 27–48). Westport, CT: Praeger.

    • Search Google Scholar
    • Export Citation
  • Rottenberg, S. (1956). The baseball players’ labor market. The Journal of Political Economy, 64, 242–258. doi:10.1086/257790

  • Salaga, S., & Tainsky, S. (2015). Betting lines and college football television ratings. Economics Letters, 132, 112–116. doi:10.1016/j.econlet.2015.04.032

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Schreyer, D., Schmidt, S.L., & Torgler, B. (2016). Game outcome uncertainty and television audience demand: New evidence from German football. German Economic Review, 19(2), 140–161. doi:10.1111/geer.12120

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Schreyer, D., Schmidt, S.L., & Torgler, B. (2017). Game outcome uncertainty and the demand for international football games: Evidence from the German TV market. Journal of Media Economics, 30(1), 31–45.

    • Search Google Scholar
    • Export Citation
  • Shapiro, S.L., DeSchriver, T.D., & Rascher, D.A. (2017). The Beckham effect: Examining the longitudinal impact of a star performer on league marketing, novelty, and scarcity. European Sport Management Quarterly, 17, 610–634. doi:10.1080/16184742.2017.1329331

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Spenner, E.L., Fenn, A.J., & Crooker, J.R. (2010). The demand for NFL attendance: A rational addiction model. Journal of Business & Economics Research, 8, 21–41.

    • Search Google Scholar
    • Export Citation
  • Sung, H., & Mills, B.M. (2018). Estimation of game-level attendance in major league soccer: Outcome uncertainty and absolute quality considerations. Sport Management Review,, 21(5), 519–532. doi:10.1016/j.smr.2017.12.002

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Sung, H., Mills, B.M., & Tainsky, S. (2017). From schadenfreude to mitfreude? Estimating viewership loss and rivalrous relationships in otherwise neutral markets. Sport Management Review, 20(2), 159–169. doi:10.1016/j.smr.2016.08.006

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Szymanski, S. (2003). The economic design of sporting contests. Journal of Economic Literature, 41(4), 1137–1187. doi:10.1257/jel.41.4.1137

  • Tainsky, S. (2010). Television broadcast demand for National League Football contests. Journal of Sports Economics, 11, 629–640. doi:10.1177/1527002509355636

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tainsky, S., & Jasielec, M. (2014). Television viewership of out-of-market games in league markets: Traditional demand shifters and local team influence. Journal of Sport Management, 28, 94–108.

    • Search Google Scholar
    • Export Citation
  • Tainsky, S., & McEvoy, C. (2012). Television broadcast demand in markets without local teams. Journal of Sports Economics, 13, 250–265. doi:10.1177/1527002511406129

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tainsky, S., & Stodolska, M. (2010). Population migration and team loyalty in professional sports. Social Science Quarterly, 91, 801–815. PubMed ID: 20645466 doi:10.1111/j.1540-6237.2010.00720.x

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tainsky, S., Xu, J., Mills, B.M., & Salaga, S. (2016). Contingent interest in the league: Home team postseason probability and out-of-market television demand in the NFL. Review of Industrial Organization, 48, 29–43. doi:10.1007/s11151-015-9479-7

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tainsky, S., Xu, J., Salaga, S., & Mills, B.M. (2014). Spillover benefits to local enthusiasm: Increases in league-wide interest as a consequence of local sports team competitiveness. Journal of Economics & Business, 74, 1–10. doi:10.1016/j.jeconbus.2014.02.004

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tannenwald, J. (2012, November). Analyzing NBC’s ratings in its first season of broadcasting Major League Soccer. The Inquirer. Retrieved from http://www.philly.com/philly/blogs/thegoalkeeper/Analyzing-NBCs-ratings-in-its-first-season-of-broadcasting-Major-League-Soccer.html

    • Search Google Scholar
    • Export Citation
  • Tran, K. (2017, December). Sports media rights revenue is poised to grow. Business Insider. Retrieved from http://www.businessinsider.com/sports-media-rights-revenue-poised-to-grow-2017-12

    • Search Google Scholar
    • Export Citation
  • Tyler, B.D., Morehead, C.A., Cobbs, J., & DeSchriver, T.D. (2017). What is rivalry? Old and new approaches to specifying rivalry in demand estimations of spectator sports. Sport Marketing Quarterly, 26, 204–222.

    • Search Google Scholar
    • Export Citation
  • Villar, J.G., & Guerrero, P.R. (2009). Sports attendance: A survey of the literature 1973–2007. Rivista di Diritto Ed Economia Dello Sport, 5, 111–151.

    • Search Google Scholar
    • Export Citation
  • Won, D.C., & Lee, Y.H. (2008). Optimal dynamic pricing for sports games with habitual attendance. Managerial and Decision Economics, 29, 639–655. doi:10.1002/mde.1427

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wooten, J. (2018). A case for complements? Location and attendance in Major League Soccer. Applied Economics Letters, 25, 442–446. doi:10.1080/13504851.2017.1332737

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Xu, J., Sung, H., Tainsky, S., & Mondello, M. (2015). A tale of three cities: Intra-game ratings in winning, losing, and neutral markets. International Journal of Sport Finance, 10(2), 122.

    • Search Google Scholar
    • Export Citation
  • Zhang, J.J., Pease, D.G., & Smith, D.W. (1998). Relationship between broadcasting media and minor league hockey game attendance. Journal of Sport Management, 12, 103–122. doi:10.1123/jsm.12.2.103

    • Crossref
    • Search Google Scholar
    • Export Citation
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