League Design, Competitive Balance, and Economics: A Comparative Study of IPL and MLB
Keywords:
Indian Premier League (IPL), Major League Baseball (MLB), Salary Cap, Player Auction, Competitive Balance, Media Rights, Franchise Valuation
Abstract
This study compares the Indian Premier League (IPL) and Major League Baseball (MLB) from 2008-2024 to see how league design shapes both competition on the field and money off it. This paper builds a simple model that contrasts the IPL’s hard salary cap, annual player auction, and short season with MLB’s soft cap, long-term contracts, and 162-game schedule. These findings then evaluate the model against data on competitive balance and conduct empirical analysis regarding attendance, media audiences, and franchise values. These findings reveal that the IPL’s strict cost controls and frequent talent reshuffling create tighter races and faster growth in fan interest and media rights, while MLB’s looser rules yield moderate parity and slower economic gains. These findings support the idea that uncertainty of outcome drives demand, but also show that smart management can still produce repeat champions even in a tightly regulated league. The paper ends with policy suggestions for league officials, team owners, and investors.
References
ANI. (2022). Bidding for ipl media rights goes past rs 43,000 crore on day 1 [Accessed: 2025-07-25].
The Times of India. https://timesofindia.indiatimes.com/sports/cricket/ipl/top- stories/
bidding-for-ipl-tv-digital-rights-goes-past-rs-42000-crore/articleshow/92161932.cms
Associated Press. (2023). World series averaged 9.11 million viewers, making it the least-watched
fall classic in tv history [Accessed: 2025-07-25]. AP News. https://apnews.com/article/
f0eb9837a3d8bfa529fed811a6417057
Associated Press. (2025). Espn and major league baseball to end their national television deal after
2025 season [Accessed: 2025-07-25]. AP News. https://apnews.com/article/dda38df178c809c6aceb08fa748e
BallParkBiz. (2013). Forbes releases 2013 mlb team valuations [Accessed: 2025-07-25]. https:
//ballparkbiz.wordpress.com/2013/03/27/forbes-releases-2013-mlb-team-valuations/
Baseball Reference. (2025). Major league miscellaneous year-by-year averages and totals [Ac-
cessed: 2025-07-25]. https://www.baseball-reference.com/leagues/majors/misc.shtml
Beer, T. (2020). 2020 world series breaks record for least-watched of all time [Accessed: 2025-07-
25]. Forbes. https://www.forbes.com/sites/tommybeer/2020/10/29/2020-world-series-
breaks-record-for-least-watched-of-all-time/
Board of Control for Cricket in India (BCCI). (2023). Ipl 2023 boosts bcci’s surplus to rs 5,120
crore [Accessed: 2025-07-25]. https://www.bcci.tv/articles/2023/ipl-2023-bcci-surplus-
5120-crore
Borooah, V. (2023, October). Competitive balance (MPRA Paper No. 123259). University Library
of Munich, Germany. https://doi.org/None
Brown, M. (2023). Mlb sets new revenue record, exceeding $10.8 billion for 2022 [Accessed:
2025-07-25]. Forbes. https://www.forbes.com/sites/maurybrown/2023/01/10/mlb-sets-new-
revenue-record-exceeding-108-billion-for-2022/
Butler, M. R. (1995). Competitive balance in major league baseball. The American Economist,
39(2), 46–52. Retrieved July 25, 2025, from http://www.jstor.org/stable/25604039
29
Cross Screen Media. (2022). Local tv and the changing economics of baseball [Accessed: 2025-07-
25]. CrossScreen.Media. https://crossscreen.media/state-of-the-screens/local-tv-and-the-
changing-economics-of-baseball/
El-Hodiri, M., & Quirk, J. (1971). An economic model of a professional sports league. Journal of
Political Economy, 79(6), 1302–19. https://EconPapers.repec.org/RePEc:ucp:jpolec:v:79:y:
1971:i:6:p:1302-19
ESPN. (2025). Espn, mlb to end broadcast partnership after 2025 season [Accessed: 2025-07-25].
ESPN.com. https://www.espn.com/mlb/story/_/id/43943678/espn-mlb-end-broadcast-
partnership-2025-season
ESPN Press Room. (2025). Espn’s most-watched season of sunday night baseball presented by
capital one in eight years (tech. rep.) (Accessed: 2025-07-25). ESPN Press Room. https:
//espnpressroom.com/us/press-releases/2025/06/espns-most-watched-season-of-sunday-
night-baseball-presented-by-capital-one-in-eight-years/
Farooqui, J., & Bureau, E. (2023). Ipl brand value rises 28% to $10.7 billion in 2023: Brand finance
[Accessed: 2025-07-25]. The Economic Times. https://economictimes.indiatimes.com/news/
sports/ipl- brand- value- rises- 28- to- 10- 7- billion- in- 2023- brand- finance/articleshow/
105967823.cms
Gupta, G., & TNN. (2023). Ipl brand value reaches usd 3 billion: Houlihan lokey report [Accessed:
2025-07-25]. The Times of India. https://timesofindia.indiatimes.com/sports/cricket/ipl/top-
stories / ipl - brand - value - reaches - usd - 3 - billion - houlihan - lokey - report / articleshow /
101642518.cms
Mehra, P. (2009). Sony retains ipl rights, at a higher price [Accessed: 2025-07-25]. LiveMint.
https://www.livemint.com/Home-Page/hRlouvWwfxvw9sPOR1dywM/Sony-retains-IPL-
rights-at-a-higher-price.html
MLB.com. (2022). 2022 world series tv ratings and viewership [Accessed: 2025-07-25]. MLB.com.
https://www.mlb.com/news/2022-world-series-tv-ratings-and-viewership
30
Moneycontrol News. (2021). Ipl new teams auction: Ahmedabad, lucknow to be new franchises
[Accessed: 2025-07-25]. Moneycontrol. https://www.moneycontrol.com/news/trends/sports-
trends/ipl-new-teams-auction-bid-submission-complete-verification-process-underway-
in-dubai-7623481.html
Neale, W. C. (1964). The peculiar economics of professional sports: A contribution to the theory
of the firm in sporting competition and in market competition. The Quarterly Journal of
Economics, 78(1), 1–14. Retrieved July 25, 2025, from http://www.jstor.org/stable/1880543
Ozanian, M. (2022). Indian premier league valuations: Cricket now has a place among world’s
most valuable sports teams [Accessed: 2025-07-25]. Forbes. https://www.forbes.com/sites/
mikeozanian/2022/04/26/indian-premier-league-valuations-cricket-now-has-a-place-
among-worlds-most-valuable-sports-teams/
Paul, R. J., Wachsman, Y., & Weinbach, A. P. (2011). The role of uncertainty of outcome and
scoring in the determination of fan satisfaction in the nfl. Journal of Sports Economics,
12(2), 213–221. https://doi.org/10.1177/1527002510376789
PTI. (2022). At $1.3 billion, mumbai indians most valuable team in ipl 2022: Forbes [Accessed:
2025-07-25]. Deccan Herald. https://www.deccanherald.com/sports/cricket/at-13-billion-
mumbai-indians-most-valuable-team-in-ipl-2022-forbes-1104254.html
Quirk, J. P., & Fort, R. D. (1997). Pay dirt : The business of professional team sports (Updated
paperback edition.). Princeton University Press.
Reuters. (2025). Yankees, dodgers valued at combined 16b [Accessed: 2025-07-25]. Reuters.
https://www.reuters.com/sports/yankees-dodgers-valued-combined-16b-2025-03-25/
Rottenberg, S. (1956). The baseball players’ labor market. Journal of Political Economy, 64(3).
https://EconPapers.repec.org/RePEc:ucp:jpolec:v:64:y:1956:p:242
Schmidt, M. B., & Berri, D. J. (2001). Competitive balance and attendance: The case of major
league baseball. Journal of Sports Economics, 2(2), 145–167. https://doi.org/10.1177/
152700250100200204
31
Schreyer, D., & Torgler, B. (2018). On the role of race outcome uncertainty in the tv demand for
formula 1 grands prix. Journal of Sports Economics, 19(2), 211–229. https://doi.org/10.
1177/1527002515626223
Sports Media Watch. (2011). 2011 world series up from last year [Accessed: 2025-07-25]. Sports
Media Watch. https://www.sportsmediawatch.com/2011/10/2011-world-series-up-from-last-
year/
SportsPro. (2021). Ipl broadcast rights fetch record us$6.2bn [Accessed: 2025-07-25]. SportsPro.
https://www.sportspro.com/news/ipl-tv-streaming-rights-disney-star-viacom18-times-
internet-india-t20-2027/
SportsPro. (2024). Ipl 2024 scores 620m viewers for jiocinema [Accessed: 2025-07-25]. SportsPro.
https://www.sportspro.com/news/ipl- 2024- season- jiocinema- viacom- 18- viewership-
streaming/
Teitelbaum, J. (2025). Baseball’s most valuable teams 2025 [Accessed: 2025-07-25]. https://www.
forbes.com/sites/justinteitelbaum/2025/03/26/baseballs-most-valuable-teams-2025/
The Big Chimp. (2025). Ipl’s massive viewership and revenue success [Accessed: 2025-07-25].
https://www.linkedin.com/posts/thebigchimp_crm-ipl-royalchallengersbengaluru-activity-
7335655251527491584-lq1K
The Economic Times. (2019). Ipl 2019 breaks viewership records [Accessed: 2025-07-25]. The
Economic Times. https://m.economictimes.com/news/sports/ipl-2019-breaks-viewership-
records/articleshow/69483861.cms
The Economic Times. (2023). Disney star, jiocinema’s ipl 2023 viewership fight ends with record
numbers for both [Accessed: 2025-07-25]. The Economic Times. https://m.economictimes.
com/industry/media/entertainment/media/disney-star-jiocinemas-ipl-2023-viewership-
fight-ends-with-record-numbers-for-both/articleshow/100843590.cms
The Indian Express. (2019). Hotstar reached record 18.6 million concurrent viewers during the ipl
2019 final [Accessed: 2025-07-25]. The Indian Express. https://indianexpress.com/article/
sports/ipl/hotstar-viewing-record-ipl-2019-5727385/
32
The Nielsen Company. (2012). Nfl, twitter partner to bring exclusive content to fans worldwide
(tech. rep.) (Accessed: 2025-07-25). NFL.com. https://www.nfl.com/news/nfl- twitter-
partner-to-bring-exclusive-content-to-fans-worldwid-0ap2000000250954
Vrooman, J. C. (1995). A general theory of professional sports leagues. Southern Economic Journal,
61, 971–990. https://api.semanticscholar.org/CorpusID:154749521
Wisden. (2022). Bigger than the epl: The ipl’s record multi-billion dollar media rights deal, explained
[Accessed: 2022-06-15]. Wisden. https://www.wisden.com/stories/magazine/bigger-than-
the-epl-the-ipls-record-multi-billion-dollar-media-rights-deal-explained
The Times of India. https://timesofindia.indiatimes.com/sports/cricket/ipl/top- stories/
bidding-for-ipl-tv-digital-rights-goes-past-rs-42000-crore/articleshow/92161932.cms
Associated Press. (2023). World series averaged 9.11 million viewers, making it the least-watched
fall classic in tv history [Accessed: 2025-07-25]. AP News. https://apnews.com/article/
f0eb9837a3d8bfa529fed811a6417057
Associated Press. (2025). Espn and major league baseball to end their national television deal after
2025 season [Accessed: 2025-07-25]. AP News. https://apnews.com/article/dda38df178c809c6aceb08fa748e
BallParkBiz. (2013). Forbes releases 2013 mlb team valuations [Accessed: 2025-07-25]. https:
//ballparkbiz.wordpress.com/2013/03/27/forbes-releases-2013-mlb-team-valuations/
Baseball Reference. (2025). Major league miscellaneous year-by-year averages and totals [Ac-
cessed: 2025-07-25]. https://www.baseball-reference.com/leagues/majors/misc.shtml
Beer, T. (2020). 2020 world series breaks record for least-watched of all time [Accessed: 2025-07-
25]. Forbes. https://www.forbes.com/sites/tommybeer/2020/10/29/2020-world-series-
breaks-record-for-least-watched-of-all-time/
Board of Control for Cricket in India (BCCI). (2023). Ipl 2023 boosts bcci’s surplus to rs 5,120
crore [Accessed: 2025-07-25]. https://www.bcci.tv/articles/2023/ipl-2023-bcci-surplus-
5120-crore
Borooah, V. (2023, October). Competitive balance (MPRA Paper No. 123259). University Library
of Munich, Germany. https://doi.org/None
Brown, M. (2023). Mlb sets new revenue record, exceeding $10.8 billion for 2022 [Accessed:
2025-07-25]. Forbes. https://www.forbes.com/sites/maurybrown/2023/01/10/mlb-sets-new-
revenue-record-exceeding-108-billion-for-2022/
Butler, M. R. (1995). Competitive balance in major league baseball. The American Economist,
39(2), 46–52. Retrieved July 25, 2025, from http://www.jstor.org/stable/25604039
29
Cross Screen Media. (2022). Local tv and the changing economics of baseball [Accessed: 2025-07-
25]. CrossScreen.Media. https://crossscreen.media/state-of-the-screens/local-tv-and-the-
changing-economics-of-baseball/
El-Hodiri, M., & Quirk, J. (1971). An economic model of a professional sports league. Journal of
Political Economy, 79(6), 1302–19. https://EconPapers.repec.org/RePEc:ucp:jpolec:v:79:y:
1971:i:6:p:1302-19
ESPN. (2025). Espn, mlb to end broadcast partnership after 2025 season [Accessed: 2025-07-25].
ESPN.com. https://www.espn.com/mlb/story/_/id/43943678/espn-mlb-end-broadcast-
partnership-2025-season
ESPN Press Room. (2025). Espn’s most-watched season of sunday night baseball presented by
capital one in eight years (tech. rep.) (Accessed: 2025-07-25). ESPN Press Room. https:
//espnpressroom.com/us/press-releases/2025/06/espns-most-watched-season-of-sunday-
night-baseball-presented-by-capital-one-in-eight-years/
Farooqui, J., & Bureau, E. (2023). Ipl brand value rises 28% to $10.7 billion in 2023: Brand finance
[Accessed: 2025-07-25]. The Economic Times. https://economictimes.indiatimes.com/news/
sports/ipl- brand- value- rises- 28- to- 10- 7- billion- in- 2023- brand- finance/articleshow/
105967823.cms
Gupta, G., & TNN. (2023). Ipl brand value reaches usd 3 billion: Houlihan lokey report [Accessed:
2025-07-25]. The Times of India. https://timesofindia.indiatimes.com/sports/cricket/ipl/top-
stories / ipl - brand - value - reaches - usd - 3 - billion - houlihan - lokey - report / articleshow /
101642518.cms
Mehra, P. (2009). Sony retains ipl rights, at a higher price [Accessed: 2025-07-25]. LiveMint.
https://www.livemint.com/Home-Page/hRlouvWwfxvw9sPOR1dywM/Sony-retains-IPL-
rights-at-a-higher-price.html
MLB.com. (2022). 2022 world series tv ratings and viewership [Accessed: 2025-07-25]. MLB.com.
https://www.mlb.com/news/2022-world-series-tv-ratings-and-viewership
30
Moneycontrol News. (2021). Ipl new teams auction: Ahmedabad, lucknow to be new franchises
[Accessed: 2025-07-25]. Moneycontrol. https://www.moneycontrol.com/news/trends/sports-
trends/ipl-new-teams-auction-bid-submission-complete-verification-process-underway-
in-dubai-7623481.html
Neale, W. C. (1964). The peculiar economics of professional sports: A contribution to the theory
of the firm in sporting competition and in market competition. The Quarterly Journal of
Economics, 78(1), 1–14. Retrieved July 25, 2025, from http://www.jstor.org/stable/1880543
Ozanian, M. (2022). Indian premier league valuations: Cricket now has a place among world’s
most valuable sports teams [Accessed: 2025-07-25]. Forbes. https://www.forbes.com/sites/
mikeozanian/2022/04/26/indian-premier-league-valuations-cricket-now-has-a-place-
among-worlds-most-valuable-sports-teams/
Paul, R. J., Wachsman, Y., & Weinbach, A. P. (2011). The role of uncertainty of outcome and
scoring in the determination of fan satisfaction in the nfl. Journal of Sports Economics,
12(2), 213–221. https://doi.org/10.1177/1527002510376789
PTI. (2022). At $1.3 billion, mumbai indians most valuable team in ipl 2022: Forbes [Accessed:
2025-07-25]. Deccan Herald. https://www.deccanherald.com/sports/cricket/at-13-billion-
mumbai-indians-most-valuable-team-in-ipl-2022-forbes-1104254.html
Quirk, J. P., & Fort, R. D. (1997). Pay dirt : The business of professional team sports (Updated
paperback edition.). Princeton University Press.
Reuters. (2025). Yankees, dodgers valued at combined 16b [Accessed: 2025-07-25]. Reuters.
https://www.reuters.com/sports/yankees-dodgers-valued-combined-16b-2025-03-25/
Rottenberg, S. (1956). The baseball players’ labor market. Journal of Political Economy, 64(3).
https://EconPapers.repec.org/RePEc:ucp:jpolec:v:64:y:1956:p:242
Schmidt, M. B., & Berri, D. J. (2001). Competitive balance and attendance: The case of major
league baseball. Journal of Sports Economics, 2(2), 145–167. https://doi.org/10.1177/
152700250100200204
31
Schreyer, D., & Torgler, B. (2018). On the role of race outcome uncertainty in the tv demand for
formula 1 grands prix. Journal of Sports Economics, 19(2), 211–229. https://doi.org/10.
1177/1527002515626223
Sports Media Watch. (2011). 2011 world series up from last year [Accessed: 2025-07-25]. Sports
Media Watch. https://www.sportsmediawatch.com/2011/10/2011-world-series-up-from-last-
year/
SportsPro. (2021). Ipl broadcast rights fetch record us$6.2bn [Accessed: 2025-07-25]. SportsPro.
https://www.sportspro.com/news/ipl-tv-streaming-rights-disney-star-viacom18-times-
internet-india-t20-2027/
SportsPro. (2024). Ipl 2024 scores 620m viewers for jiocinema [Accessed: 2025-07-25]. SportsPro.
https://www.sportspro.com/news/ipl- 2024- season- jiocinema- viacom- 18- viewership-
streaming/
Teitelbaum, J. (2025). Baseball’s most valuable teams 2025 [Accessed: 2025-07-25]. https://www.
forbes.com/sites/justinteitelbaum/2025/03/26/baseballs-most-valuable-teams-2025/
The Big Chimp. (2025). Ipl’s massive viewership and revenue success [Accessed: 2025-07-25].
https://www.linkedin.com/posts/thebigchimp_crm-ipl-royalchallengersbengaluru-activity-
7335655251527491584-lq1K
The Economic Times. (2019). Ipl 2019 breaks viewership records [Accessed: 2025-07-25]. The
Economic Times. https://m.economictimes.com/news/sports/ipl-2019-breaks-viewership-
records/articleshow/69483861.cms
The Economic Times. (2023). Disney star, jiocinema’s ipl 2023 viewership fight ends with record
numbers for both [Accessed: 2025-07-25]. The Economic Times. https://m.economictimes.
com/industry/media/entertainment/media/disney-star-jiocinemas-ipl-2023-viewership-
fight-ends-with-record-numbers-for-both/articleshow/100843590.cms
The Indian Express. (2019). Hotstar reached record 18.6 million concurrent viewers during the ipl
2019 final [Accessed: 2025-07-25]. The Indian Express. https://indianexpress.com/article/
sports/ipl/hotstar-viewing-record-ipl-2019-5727385/
32
The Nielsen Company. (2012). Nfl, twitter partner to bring exclusive content to fans worldwide
(tech. rep.) (Accessed: 2025-07-25). NFL.com. https://www.nfl.com/news/nfl- twitter-
partner-to-bring-exclusive-content-to-fans-worldwid-0ap2000000250954
Vrooman, J. C. (1995). A general theory of professional sports leagues. Southern Economic Journal,
61, 971–990. https://api.semanticscholar.org/CorpusID:154749521
Wisden. (2022). Bigger than the epl: The ipl’s record multi-billion dollar media rights deal, explained
[Accessed: 2022-06-15]. Wisden. https://www.wisden.com/stories/magazine/bigger-than-
the-epl-the-ipls-record-multi-billion-dollar-media-rights-deal-explained
Published
2025-10-19
How to Cite
Bhargava, A. (2025). League Design, Competitive Balance, and Economics: A Comparative Study of IPL and MLB. International Journal of Social Science Research and Review, 8(10), 262-280. https://doi.org/10.47814/ijssrr.v8i10.2917
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