Controllability boosts neural and cognitive signatures of changes-of-mind in uncertain environments

Author:

Rouault Marion123ORCID,Weiss Aurélien134,Lee Junseok K13ORCID,Drugowitsch Jan5ORCID,Chambon Valerian23,Wyart Valentin13ORCID

Affiliation:

1. Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale (Inserm)

2. Institut Jean Nicod, Centre National de la Recherche Scientifique (CNRS)

3. Département d’Études Cognitives, École Normale Supérieure, Université Paris Sciences et Lettres (PSL University)

4. Université de Paris

5. Department of Neurobiology, Harvard Medical School

Abstract

In uncertain environments, seeking information about alternative choice options is essential for adaptive learning and decision-making. However, information seeking is usually confounded with changes-of-mind about the reliability of the preferred option. Here, we exploited the fact that information seeking requires control over which option to sample to isolate its behavioral and neurophysiological signatures. We found that changes-of-mind occurring with control require more evidence against the current option, are associated with reduced confidence, but are nevertheless more likely to be confirmed on the next decision. Multimodal neurophysiological recordings showed that these changes-of-mind are preceded by stronger activation of the dorsal attention network in magnetoencephalography, and followed by increased pupil-linked arousal during the presentation of decision outcomes. Together, these findings indicate that information seeking increases the saliency of evidence perceived as the direct consequence of one’s own actions.

Funder

AXA Research Fund

Agence Nationale de la Recherche

James S. McDonnell Foundation

European Research Council

National Institute of Mental Health

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

Reference62 articles.

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5. Information about action outcomes differentially affects learning from self-determined versus imposed choices;Chambon;Nature Human Behaviour,2020

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