Keywords
Numbers game; parimutuel; lottery; gambler behavior
Disciplines
Gaming and Casino Operations Management | Probability
Document Type
Original Research Article
Abstract
When legal numbers games first appeared in the United States, something surprising happened: Payouts were high, then decreased significantly to a steady state, all without any changes to the rules or payout formula. We resolve this mystery. Using a formula for the expected payout developed in a companion paper, together with new data sets on how gamblers choose which numbers to bet on, we simulate parimutuel numbers games under varying assumptions about gambler behavior. Even after combining the observed sales growth with a deliberately large migration from straight wagers toward box and pair wagers, the simulation explains only about half of the decline and leaves the predicted 1983 payout well above the recorded value. A flattening of bettors’ number preferences can account for the full decline. We conclude that changing number preferences were the principal cause. We close by quantifying what the decline meant in dollars for gamblers, and what parimutuel game operators should expect when launching similar games.
Funding Sources
No funding was used to support this research.
Competing Interests
The authors report there are no competing interests to declare.
Recommended Citation
Gamst, A., & Garibaldi, S. (2026). Surprising Payouts in Parimutuel Numbers Games. UNLV Gaming Research & Review Journal, 30(1). Retrieved from https://oasis.library.unlv.edu/grrj/vol30/iss1/7DOI: https://doi.org/10.9741/2327-8455.1528