The description-experience gap: a challenge for the neuroeconomics of decision-making under uncertainty.

decision-making description–experience gap macaque neuroeconomics reinforcement learning risk

Journal

Philosophical transactions of the Royal Society of London. Series B, Biological sciences
ISSN: 1471-2970
Titre abrégé: Philos Trans R Soc Lond B Biol Sci
Pays: England
ID NLM: 7503623

Informations de publication

Date de publication:
03 2021
Historique:
entrez: 11 1 2021
pubmed: 12 1 2021
medline: 13 10 2021
Statut: ppublish

Résumé

The experimental investigation of decision-making in humans relies on two distinct types of paradigms, involving either description- or experience-based choices. In description-based paradigms, decision variables (i.e. payoffs and probabilities) are explicitly communicated by means of symbols. In experience-based paradigms decision variables are learnt from trial-by-trial feedback. In the decision-making literature, 'description-experience gap' refers to the fact that different biases are observed in the two experimental paradigms. Remarkably, well-documented biases of description-based choices, such as under-weighting of rare events and loss aversion, do not apply to experience-based decisions. Here, we argue that the description-experience gap represents a major challenge, not only to current decision theories, but also to the neuroeconomics research framework, which relies heavily on the translation of neurophysiological findings between human and non-human primate research. In fact, most non-human primate neurophysiological research relies on behavioural designs that share features of both description- and experience-based choices. As a consequence, it is unclear whether the neural mechanisms built from non-human primate electrophysiology should be linked to description-based or experience-based decision-making processes. The picture is further complicated by additional methodological gaps between human and non-human primate neuroscience research. After analysing these methodological challenges, we conclude proposing new lines of research to address them. This article is part of the theme issue 'Existence and prevalence of economic behaviours among non-human primates'.

Identifiants

pubmed: 33423626
doi: 10.1098/rstb.2019.0665
pmc: PMC7815421
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

20190665

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Auteurs

Basile Garcia (B)

Laboratoire de Neurosciences Cognitives et Computationnelles, Ecole Normale Supérieure, Institut National de la Santé et Recherche Médicale, Université de Recherche Paris Sciences et Lettres, Paris, France.

Fabien Cerrotti (F)

Laboratoire de Neurosciences Cognitives et Computationnelles, Ecole Normale Supérieure, Institut National de la Santé et Recherche Médicale, Université de Recherche Paris Sciences et Lettres, Paris, France.

Stefano Palminteri (S)

Laboratoire de Neurosciences Cognitives et Computationnelles, Ecole Normale Supérieure, Institut National de la Santé et Recherche Médicale, Université de Recherche Paris Sciences et Lettres, Paris, France.

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Classifications MeSH