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Choosing increases the value of non-instrumental information

Matthew Jiwa, Patrick S. Cooper, Trevor T.‐J. Chong, Stefan Bode

2021Scientific Reports27 citationsDOIOpen Access PDF

Abstract

Curiosity pervades all aspects of human behaviour and decision-making. Recent research indicates that the value of information is determined by its propensity to reduce uncertainty, and the hedonic value of the outcomes it predicts. Previous findings also indicate a preference for options that are freely chosen, compared to equivalently valued alternatives that are externally assigned. Here, we asked whether the value of information also varies as a function of self- or externally-imposed choices. Participants rated their preference for information that followed either a self-chosen decision, or an externally imposed condition. Our results showed that choosing a lottery significantly increased the subjective value of information about the outcome. Computational modelling indicated that this change in information-seeking behaviour was not due to changes in the subjective probability of winning, but instead reflected an independent effect of choosing on the value of resolving uncertainty. These results demonstrate that agency over a prospect is an important source of information value.

Topics & Concepts

CuriosityPreferenceLotteryValue (mathematics)Value of informationAgency (philosophy)Information seekingFunction (biology)PsychologyOutcome (game theory)Prospect theoryEconometricsComputer scienceSocial psychologyStatisticsMicroeconomicsEconomicsMathematicsArtificial intelligenceInformation retrievalMachine learningBiologyEvolutionary biologyEpistemologyPhilosophyPsychology of Moral and Emotional JudgmentDecision-Making and Behavioral EconomicsExperimental Behavioral Economics Studies
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