Abstract

Rhesus monkeys have been shown to prefer risky over safe options in experiential decision-making tasks. These findings might be due, however, to specific contextual factors, such as small amounts of fluid reward and minimal costs for risk-taking. To better understand the factors affecting decision-making under risk in rhesus monkeys, we tested multiple factors designed to increase the stakes including larger reward amounts, distinct food items rather than fluid reward, a smaller number of trials per session, and risky options with greater variation that also included non-rewarded outcomes. We found a consistent preference for risky options, except when the expected value of the safe option was greater than the risky option. Thus, with equivalent mean utilities between the safe and risky options, rhesus monkeys appear to have a robust preference for the risky options in a broad range of circumstances, akin to the preferences found in human children and some adults in similar tasks. One account for this result is that monkeys make their choices based on the salience of the largest payoff, without integrating likelihood and value across trials. A related idea is that they fail to override an impulsive tendency to select the option with the potential to obtain the highest possible outcome. Our results rule out strict versions of both accounts and contribute to an understanding of the diversity of risky decision-making among primates.

Highlights

  • Our lives are filled with choices, and many choice options involve an element of uncertainty or risk

  • In a series of experiments in which the mean utilities between the safe and risky options were equivalent, we manipulated the value of the gamble via changes in reward quality (Experiments 1, 2, 4, 6), the risk level via changes in the coefficient of variation (CV) (Experiments 2–5), and novelty (Experiment 4 replicating Experiment 2)

  • In Experiments 1–6, we examined the effect of several factors while keeping the expected utilities of the choice options equal

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Summary

Introduction

Our lives are filled with choices, and many choice options involve an element of uncertainty or risk. People should prefer options with the highest expected value, but in practice, different choices often prevail. The reason appears to involve the difficulty in computing utility, especially in natural conditions, when options are many and the outcomes uncertain or risky. We focus here on risky options, and we broadly define an option’s risk level as the variation in its potential reward outcomes (Weber et al, 2004; McCoy and Platt, 2005; Hayden et al, 2008). An option with more than one potential outcome is risky and contains inherent opportunity costs based on the missed opportunities of the unchosen options

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