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. 2023 Feb;37(1):144-155.
doi: 10.1037/adb0000888. Epub 2022 Dec 15.

A hypothetical lottery task to assess relative resource allocation toward alcohol and cannabis

Nioud Mulugeta Gebru  1 , Danielle N Jones  2 , James G Murphy  3 , Keanan J Joyner  2
Affiliations

A hypothetical lottery task to assess relative resource allocation toward alcohol and cannabis

Nioud Mulugeta Gebru et al. Psychol Addict Behav. 2023 Feb.

Abstract

Objective: Relative spending on substances (vs. alternatives) is predictive of several substance use outcomes, but it can be challenging to assess. We examined a novel method of assessing relative resource allocation through the use of a hypothetical lottery task wherein participants assume they collected $100,000 United States dollars in lottery winnings and were tasked with allocating their winnings across spending categories (e.g., savings, leisure, alcohol, cannabis). We hypothesized relative allocation of funds toward alcohol and cannabis would be positively associated with more use and problems of each substance.

Method: College students (N = 479; Mage = 19.9 [SD = 2.2]) reported on their substance use and problems, alcohol and cannabis demand, and the hypothetical lottery task.

Results: Relative resource allocation toward alcohol and cannabis on the lottery task positively correlated with alcohol and cannabis demand indices (intensity, breakpoint, Omax, and elasticity [negatively]), respectively. Using zero-inflated modeling, greater relative allocation toward alcohol positively related to alcohol use and problems in models that controlled for alcohol demand indices. For cannabis, relative resource allocation was also positively associated with cannabis use, but not problems, independently from cannabis demand indices.

Conclusions: Results provide initial support for the hypothetical lottery task as an indicator of relative resource allocation toward substances. Generally, these results extend previous behavioral economic research demonstrating the utility of relative resource allocation as a unique predictor of clinically relevant outcomes. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

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Figures

Figure 1.
Figure 1.. Visual Representation of Resource Allocation in the Lottery Task.
The order of colors follows the order of labels on the right of the figure. The vast majority of funds allocated in the lottery task are not directed towards substances.
See this image and copyright information in PMC

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