Distribution-dependent number preferences

Abstract There is existing evidence that many individuals have preferences regarding selection of numbers in lottery games. Lottery data indicate that the percentage of players who choose their numbers, instead of having numbers randomly assigned, varies widely by lottery game. Differences in number selection mechanisms between games and an expected return maximization motive only present for parimutuel games are both reasons that can explain the variation. Differences in the payoff distributions between lottery games could also be contributing to the observed variation, a novel proposition. An experiment is designed to control for differences in number selection mechanisms and remove the expected return maximization motive, to test for the presence of distribution-dependent number preferences. Results indicate that 40% to 50% of subjects may display such preferences. It is therefore possible that distribution-dependent number preferences contribute to the empirical variation in number selection percentages in lottery games.

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Publication Details

Journal
Journal of the Economic Science Association
Published
2025-05-01
DOI
https://doi.org/10.1017/esa.2025.10026
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
Field-Weighted Citation Impact
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article

Distribution-dependent number preferences

Ibraheem Catovic
Journal of the Economic Science Association
Cognitive and developmental aspects of mathematical skills
article

Distribution-dependent number preferences

Ibraheem Catovic
article en

Abstract

Abstract There is existing evidence that many individuals have preferences regarding selection of numbers in lottery games. Lottery data indicate that the percentage of players who choose their numbers, instead of having numbers randomly assigned, varies widely by lottery game. Differences in number selection mechanisms between games and an expected return maximization motive only present for parimutuel games are both reasons that can explain the variation. Differences in the payoff distributions between lottery games could also be contributing to the observed variation, a novel proposition. An experiment is designed to control for differences in number selection mechanisms and remove the expected return maximization motive, to test for the presence of distribution-dependent number preferences. Results indicate that 40% to 50% of subjects may display such preferences. It is therefore possible that distribution-dependent number preferences contribute to the empirical variation in number selection percentages in lottery games.

Journal of the Economic Science AssociationVol. 11(2)
University of Maryland, College Park (US)
Openalex Percentile: Top 65%
Cognitive and developmental aspects of mathematical skills
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Distribution-dependent number preferences — Ibraheem Catovic · Journal of the Economic Science Association (2025) | TGRS Research Map | TGRS