Evidence of Skill and Strategy in Daily Fantasy Basketball
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Using hand-collected data from DraftKings.com, a major daily fantasy sports website, we analyze draft selections of thousands of participants in daily fantasy basketball (DFB). In our study, the first thorough examination of DFB, we show that DFB is a game in which skill is necessary for success. Using econometric analysis, we find that winning participants utilize different strategies than losing participants; for example, winning participants more frequently select NBA rookies and international players. We also find that participants paying to enter more lineups in a given contest earn profits far more often than those entering few lineups, indicating that the number of lineups entered can serve as a proxy for skill. Additionally, we provide a thorough discussion of industry characteristics, prior literature, and gameplay, which should help readers familiarize themselves with this burgeoning fantasy sports variant. This study should further the literature on the contentious activity, which has been outlawed in many U.S. states and continues to elicit controversy.
KeywordsGambling Fantasy sports Daily fantasy sports DFS Gambling law
Compliance with Ethical Standards
Conflict of interest
The authors declare that they have no conflict of interest.
This article does not contain any studies with human participants or animals performed by any of the authors.
- Drape, J. (2015). End sought of fantasy sites in New York; Yahoo is said to be added to inquiry. New York Times. https://www.nytimes.com/2015/11/18/sports/football/-draftkings-fanduel-new-york-attorney-generalinjunction.html?_r=0&mtrref=-www.nytimes.com. Accessed May 19, 2016.
- Fantasy Sports Trade Association. (2017). Industry Demographics. FSTA. http://fsta.org/research/industry-demographics/. Accessed July 26, 2017.
- Greene, G. (2015). When fantasy becomes reality: Attempts to regulate the highly unregulated daily fantasy sports industry. Mary’s LJ, 47, 821.Google Scholar
- Harwell, D. (2015). All the reasons you (probably) won’t win money playing daily fantasy sports. https://www.washingtonpost.com/news/the-switch/wp/2015/10/12/all-the-reasons-you-probably-wont-win-money-playing-daily-fantasy-sports/. Accessed April 19, 2016.
- Hermann, E., & Ntoso, A. (2017). Working paper. Machine learning applications in fantasy basketball. https://pdfs.semanticscholar.org/8616/-917f4adcf9448c107861aa217c66576fb2c8.pdf. Accessed July 2, 2017.
- Leishman, N. C. (2016). Daily fantasy sports as game of chance: Distinction without a meaningful difference? BYU Law Review. https://digitalcommons.law.byu.edu/lawreview/vol2016/iss3/9/.
- Martin, R. J., Nelson, S. E., & Gallucci, A. R. (2015). Game on: Past year gambling, gambling-related problems, and fantasy sports gambling among college athletes and non-athletes. Journal of Gambling Studies, 32(3), 567–579.Google Scholar
- McCann, M. (2016). Legal battle over DFS in New York not necessarily over. http://www.si.com/fantasy/2016/06/18/draft-kings-fan-duel-daily-fantasy-new-york-legalize. Accessed November 15, 2016.
- Meehan, J. C. (2015). The predominant goliath: Why pay-to-play daily fantasy sports are games of skill under the dominant factor test. Marquette Sports Law Review. http://scholarship.law.marquette.edu/sportslaw/vol26/iss1/3/.
- Miller, E., & Singer, D. (2015). For daily fantasy-sports operators, the curse of too much skill. http://www.mckinsey.com/industries/media-and-entertainment/our-insights/for-daily-fantasy-sports-operators-the-curse-of-too-much-skill. Accessed April 3, 2016.
- Trippiedi, M. (2014). Daily fantasy sports leagues: Do you have the skill to win at these games of chance? UNLV Gaming Law Journal, 5, 201–225.Google Scholar
- Van Natta Jr., D. (2016). Welcome to the big time. http://www.espn.com/espn/feature/story/_/id/17374929/otl-investigates-implosion-daily-fantasy-sports-leaders-draftkings-fanduel. Accessed November 15, 2016.