Literature DB >> 28202727

Monkeys choose as if maximizing utility compatible with basic principles of revealed preference theory.

Alexandre Pastor-Bernier1, Charles R Plott2, Wolfram Schultz3.   

Abstract

Revealed preference theory provides axiomatic tools for assessing whether individuals make observable choices "as if" they are maximizing an underlying utility function. The theory evokes a tradeoff between goods whereby individuals improve themselves by trading one good for another good to obtain the best combination. Preferences revealed in these choices are modeled as curves of equal choice (indifference curves) and reflect an underlying process of optimization. These notions have far-reaching applications in consumer choice theory and impact the welfare of human and animal populations. However, they lack the empirical implementation in animals that would be required to establish a common biological basis. In a design using basic features of revealed preference theory, we measured in rhesus monkeys the frequency of repeated choices between bundles of two liquids. For various liquids, the animals' choices were compatible with the notion of giving up a quantity of one good to gain one unit of another good while maintaining choice indifference, thereby implementing the concept of marginal rate of substitution. The indifference maps consisted of nonoverlapping, linear, convex, and occasionally concave curves with typically negative, but also sometimes positive, slopes depending on bundle composition. Out-of-sample predictions using homothetic polynomials validated the indifference curves. The animals' preferences were internally consistent in satisfying transitivity. Change of option set size demonstrated choice optimality and satisfied the Weak Axiom of Revealed Preference (WARP). These data are consistent with a version of revealed preference theory in which preferences are stochastic; the monkeys behaved "as if" they had well-structured preferences and maximized utility.

Entities:  

Keywords:  axiom; marginal rate of substitution; optimal choice; reward; transitivity

Mesh:

Year:  2017        PMID: 28202727      PMCID: PMC5347590          DOI: 10.1073/pnas.1612010114

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  19 in total

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7.  Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options.

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9.  Orbitofrontal signals for two-component choice options comply with indifference curves of Revealed Preference Theory.

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10.  Reward-specific satiety affects subjective value signals in orbitofrontal cortex during multicomponent economic choice.

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