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December 4, 2025Journal of the Economic Science Association0 citationsOpen Access

Distribution-dependent number preferences

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ICIbraheem Catovic

Key Points

  • Distribution-dependent number preferences contribute to differences in lottery game selection.
  • 40% to 50% of subjects exhibit distinct number preferences based on distributions.
  • Experiment designed to isolate number selection mechanisms and reduce maximization motives.
  • Findings suggest implications for understanding player behavior in various lottery frameworks.

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.

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Cite This Study

Ibraheem Catovic (2025) studied this question.

synapsesocial.com/papers/6930e8cdea1aef094cca370ahttps://doi.org/10.1017/esa.2025.10026
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1The Online Laboratory: Conducting Experiments in a Real Labor Market∗2016 · 1,560 citations
  2. 2Number preferences in lotteries2016 · 35 citations
  3. 3The illusion of control.1975 · 3,767 citations
  4. 4Lotteries in the real world1991 · 57 citations
  5. 5The intrinsic value of choice: The propensity to under-delegate in the face of potential gains and losses2017 · 93 citations