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Patterns of Daily Fantasy Sport Play: Tackling the Issues

  • Sarah E. NelsonEmail author
  • Timothy C. Edson
  • Pradeep Singh
  • Matthew Tom
  • Ryan J. Martin
  • Debi A. LaPlante
  • Heather M. Gray
  • Howard J. Shaffer
Original Paper
  • 19 Downloads

Abstract

Daily fantasy sports (DFS), a rapidly growing industry, allows players to create fantasy teams of real-life players and potentially win cash prizes, derived from entry fees. Some stakeholders have expressed concern that DFS’s accelerated nature and other features might promote excessive play and related harm. We conducted the first descriptive summary of actual DFS play using records from a cohort of subscribers to a dominant operator, DraftKings. Participants (N = 10,385) initially entered paid National Football League (NFL) contests. Across all participants, players entered a median of two contests per entry day and typically submitted a single entry for each contest they entered. Players paid a median of $87 in entry fees throughout the 2014 NFL season and experienced an overall median net loss of $30.7. However, we identified heavily involved sub-groups of players based on number of contests entered, total entry fees, and net loss. These top 1% groups were less likely to restrict themselves to NFL games, exhibited greater time involvement, but also won a greater percentage of the contests they entered than typical players. Our observations of typical and heavily involved players tend to mirror those generated in previous Internet sports gambling research.

Keywords

Gaming Fantasy sports Gambling Sports 

Notes

Acknowledgements

A project of this magnitude requires the support and involvement of many. The authors extend special thanks to Greg Karamitis, Robert McGeehan, and Jacob Sachs for responding swiftly and thoroughly to our data requests, and to Tasha Chandler, Vanessa Graham, Pat Williams, Rhiannon Wiley, Alec Conte, John Kleschinsky, and Scarvel Harris, for providing support for this project.

Author Contributions

All authors contributed to the concept and design of this study and the writing of this manuscript. Drs. Edson, Singh, and Tom contributed to the analyses, had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. All authors have approved the final article.

Funding

DraftKings provided primary support for this study.

Compliance with Ethical Standards

Conflict of interest

The authors also receive funding from the Foundation for Advancing Alcohol Responsibility (FAAR), The Healing Lodge of the Seven Nations via NIH and Indian Health Services (IHS), the Integrated Centre on Addiction Prevention and Treatment of the Tung Wah Group of Hospitals, which receives funding from The Hong Kong Jockey Club Charities Trust, the Massachusetts Gaming Commission, and the Massachusetts Department of Public Health.

References

  1. Billings, A., & Ruihley, B. (2013). Why we watch, why we play: The relationship between fantasy sport and fanship motivations. Mass Communication and Society, 16, 5–25.CrossRefGoogle Scholar
  2. Braverman, J., Tom, M. A., & Shaffer, H. J. (2014). Accuracy of self-reported versus actual online gambling wins and losses. Psychological Assessment, 26(3), 865–877.CrossRefGoogle Scholar
  3. Brener, N., Billy, J., & Grady, W. (2003). Assessment of factors affecting the validity of self-reported health-risk behavior among adolescents: Evidence from the scientific literature. Journal of Adolescent Health, 33, 436–457.CrossRefGoogle Scholar
  4. Brown, N., Billings, A., & Ruihley, B. (2012). Exploring the change in motivations for fantasy sport participation during the life cycle of sports fan. Communication Research Reports, 29(4), 333–342.CrossRefGoogle Scholar
  5. Charlton, J. P., & Danforth, I. D. W. (2007). Distinguishing addiction and high engagement in the context of online game playing. Computers in Human Behavior, 23, 1531–1548.CrossRefGoogle Scholar
  6. Crosby, S., Cameron, G., Macdonald, L., Stebbins, B., & Zuniga, E. (2016). White paper on daily fantasy sports. Boston, MA: Massachusetts Gaming Commission.Google Scholar
  7. Deleuze, J., Long, J., Liu, T. Q., Maurage, P., & Billieux, J. (2018). Passion or addiction? Correlates of healthy versus problematic use of video games in a sample of French-speaking regular players. Addictive Behaviors, 82, 114–121.CrossRefGoogle Scholar
  8. Drayer, J., & Dwyer, B. (2013). Perception of fantasy is not always reality: An exploratory examination into Blacks’ lack of participation in fantasy sports. International Journal of Sport Management, 14, 81–102.Google Scholar
  9. Drayer, J., Dwyer, B., & Shapiro, S. (2013). Examining the impact of league entry fees on online fantasy sport participation and league consumption. European Sport Management Quarterly, 13(3), 339–357.CrossRefGoogle Scholar
  10. Dwyer, B., Achen, R., & Lupinek, J. (2016). Fantasy vs. reality: Exploring the BIRGing and CORFing behavior of fantasy football participation. Sport Marketing Quarterly, 25(3), 152–165.Google Scholar
  11. Dwyer, B., & Weiner, J. (2018). Daily grind: A comparison of causality orientations, emotions, and fantasy sport participation. Journal of Gambling Studies, 34(1), 1–20.CrossRefGoogle Scholar
  12. Gainsbury, S. M. (2013). Internet gaming and disordered gambling. In D. C. S. Richard, A. Blaszczynski, & L. Nower (Eds.), The Wiley-Blackwell handbook of disordered gambling (pp. 361–385). Chichester, GBR: Wiley-Blackwell.CrossRefGoogle Scholar
  13. Gainsbury, S. M., Sadeque, S., Mizerski, R., & Blaszczynski, A. (2012a). Wagering in Australia: A retrospective behavioural analysis of betting patterns based on player account data. Journal of Gambling Business and Economics, 6(2), 50–68.Google Scholar
  14. Gainsbury, S. M., Wood, R., Russell, A., Hing, N., & Blaszczynski, A. (2012b). A digital revolution: Comparison of demographic profiles, attitudes and gambling behavior of internet and non-internet gamblers. Computers in Human Behavior, 28(4), 1388–1398.CrossRefGoogle Scholar
  15. Gebauer, L., LaBrie, R. A., & Shaffer, H. J. (2010). Optimizing DSM-IV classification accuracy: A brief bio-social screen for detecting current gambling disorders among gamblers in the general household population. Canadian Journal of Psychiatry, 55(2), 82–90.CrossRefGoogle Scholar
  16. Gillies, T. (2016). Fantasy sports: The lucrative market that may be legal. On the Money, February 7. CNBC. Retrieved from https://www.cnbc.com/2016/02/05/fantasy-sports-the-lucrative-market-that-may-be-legal.html.
  17. Gouker, D. (2015). New York AG to DraftKings, FanDuel: DFS is illegal gambling, cease and desist in NY. Legal sports report.Google Scholar
  18. Gray, H. M., Jonsson, G. K., LaPlante, D. A., & Shaffer, H. J. (2015). Expanding the study of internet gambling behavior: Trends within the Icelandic lottery and sportsbetting platform. Journal of Gambling Studies, 31(2), 483–499.  https://doi.org/10.1007/s10899-013-9427-0.CrossRefGoogle Scholar
  19. Griffiths, M. (2003). Internet gambling: Issues, concerns, and recommendations. CyberPsychology & Behavior, 6(6), 557–568.CrossRefGoogle Scholar
  20. LaBrie, R. A., Kaplan, S. A., LaPlante, D. A., Nelson, S. E., & Shaffer, H. J. (2008). Inside the virtual casino: A prospective longitudinal study of Internet casino gambling. European Journal of Public Health, 18(4), 410–416.CrossRefGoogle Scholar
  21. LaBrie, R. A., LaPlante, D. A., Nelson, S. E., Schumann, A., & Shaffer, H. J. (2007). Assessing the playing field: A prospective longitudinal study of internet sports gambling behavior. Journal of Gambling Studies, 23(3), 347–362.CrossRefGoogle Scholar
  22. LaPlante, D. A., Kleschinsky, J. H., LaBrie, R. A., Nelson, S. E., & Shaffer, H. J. (2009). Sitting at the virtual poker table: A prospective epidemiological study of actual Internet poker gambling behavior. Computers in Human Behavior, 25(3), 711–717.CrossRefGoogle Scholar
  23. Larkin, B., & Fink, B. (2016). Fantasy sports, FoMO, and traditional fandom: How second-screen use of social media allows fans to accomodate multiple identities. Journal of Sport Management, 30, 643–655.CrossRefGoogle Scholar
  24. Lee, J., Ruihley, B., Brown, N., & Billings, A. (2013a). The effects of fantasy football participation on team identification, team loyalty and NFL fandom. Journal of Sports Media, 8(1), 207–227.CrossRefGoogle Scholar
  25. Lee, S., Seo, W., & Green, C. (2013b). Understanding why people play fantasy sport: Development of the Fantasy Sport Motivation Inventory (FanSMI). European Sport Management Quarterly, 13(2), 166–199.CrossRefGoogle Scholar
  26. Lee, W., Kwak, D., Lim, C., Pederson, P., & Miloch, K. (2011). Effects of personality and gender on fantasy sport participation: The moderating role of perceived knowledge. Journal of Gambling Studies, 27, 427–441.CrossRefGoogle Scholar
  27. Mahan, J., Drayer, J., & Sparvero, E. (2012). Gambling and fantasy: An examination of the influence of money on fan attitudes and behaviors. Sport Marketing Quarterly, 21, 159–169.Google Scholar
  28. Marchica, L., & Derevensky, J. (2016). Fantasy sports: A growing concern among college student athletes. International Journal of Mental Health and Addiction, 14, 635–645.CrossRefGoogle Scholar
  29. Marchica, L., Zhao, Y., Derevensky, J., & Ivoska, L. (2017). Understanding the relationship between sports-relevant gambling and being at-risk for a gambling problem among American adolescents. Journal of Gambling Studies, 33(2), 437–448.CrossRefGoogle Scholar
  30. Marlatt, G., Baer, J., Kivlahan, D., Dimeff, L., Larimer, M., & Quigley, L. (1998). Screening and brief intervention for high-risk college student drinkers: Results from a two year follow-up assessment. Journal of Counseling and Clinical Psychology, 66, 604–615.CrossRefGoogle Scholar
  31. Martin, R. J., & Nelson, S. (2014). Fantasy sports, real money: Exploration of the relationship between fantasy sports participation and gambling-related problems. Addictive Behaviors, 30, 1377–1382.CrossRefGoogle Scholar
  32. Martin, R. J., Nelson, S., & Gallucci, A. (2016). Game on: Past year gambling, gambling-related problems, and fantasy sports gambling among college athletes and non-athletes. Journal of Gambling Studies, 32, 567–579.CrossRefGoogle Scholar
  33. Martin, R. J., Nelson, S. E., Gallucci, A. R., & Lee, J. (2017). Daily and season-long fantasy sports participation and gambling-related problems among a sample of college students at three universities. International Gambling Studies, 18(3), 395–407.Google Scholar
  34. Massachusetts Attorney General. (2016). 940 C.M.R. 34.00: Daily fantasy sports contest operators in Massachusetts. Boston: Massachusetts Attorney General.Google Scholar
  35. Midanik, L. (1988). Validity of self-reported alcohol use: A literature review and assessment. British Journal of Addiction, 83, 1019–1029.CrossRefGoogle Scholar
  36. National Association of Theater Owners. (2018). Annual Average US Ticket Price. http://www.natoonline.org/data/ticket-price/.
  37. Nelson, S. E., LaPlante, D. A., Peller, A. J., Schumann, A., LaBrie, R. A., & Shaffer, H. J. (2008). Real limits in the virtual world: Self-limiting behavior of Internet gamblers. Journal of Gambling Studies, 24(4), 463–477.CrossRefGoogle Scholar
  38. Przybylski, A. K., Weintstein, N., & Murayama, K. (2017). Internet gaming disorder: Investigating the clinical relevance of a new phenomenon. American Journal of Psychiatry, 174(3), 230–236.CrossRefGoogle Scholar
  39. The trouble with fantasy sports gambling. (2015). New York Times. Retrieved from https://www.nytimes.com/2015/11/12/opinion/the-trouble-with-fantasy-sports-gambling.html.
  40. Udland, M. (2015). Fantasy sports companies spend so much on commercials they’re moving the needle on TV ad spending. Business Insider. Retrieved from http://www.businessinsider.com/draftkings-fanduel-daily-fantasy-sports-advertising-2015-10.
  41. Wood, R. T. A., Griffiths, M. D., & Parke, J. (2007). Acquisition, development, and maintenance of online poker playing in a student sample. Cyberpsychology & Behavior, 10(3), 354–361.CrossRefGoogle Scholar
  42. Wood, R. T. A., & Williams, R. J. (2007). Problem gambling on the internet: Implications for internet gambling policy in North America. New Media & Society, 9(3), 520–542.CrossRefGoogle Scholar
  43. Woodward, C. (2016). DraftKings, FanDuel collected $3b in entry fees last year, analyst says. Boston Globe. Retrieved from https://www.bostonglobe.com/business/2016/02/29/fantasy-sports-industry-hits-amid-legal-questions-analyst-says/NKw364kiLjv8XcD54vRr4H/story.html.

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2019

Authors and Affiliations

  • Sarah E. Nelson
    • 1
    • 2
    Email author return OK on get
  • Timothy C. Edson
    • 1
    • 2
  • Pradeep Singh
    • 1
    • 2
  • Matthew Tom
    • 1
    • 2
  • Ryan J. Martin
    • 3
  • Debi A. LaPlante
    • 1
    • 2
  • Heather M. Gray
    • 1
    • 2
  • Howard J. Shaffer
    • 1
    • 2
  1. 1.Division on AddictionCambridge Health AllianceMedfordUSA
  2. 2.Harvard Medical SchoolBostonUSA
  3. 3.East Carolina UniversityGreenvilleUSA

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