Intrinsic motivation for choice varies with individual risk attitudes and the controllability of the environment

• Jérôme Munuera ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jerome.munuera@icm-institute.org (JM); valerian.chambon@ens.fr (VC); brian.lau@upmc.fr (BL)

  Affiliations Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, APHP, Paris, France, Institut Jean Nicod, Département d’études cognitives, ENS, EHESS, CNRS, PSL University, Paris, France

  https://orcid.org/0000-0001-9532-8735

  ⨯
• Marta Ribes Agost,

  Roles Data curation, Formal analysis, Investigation, Visualization

  Affiliation Institut Jean Nicod, Département d’études cognitives, ENS, EHESS, CNRS, PSL University, Paris, France

  ⨯
• David Bendetowicz,

  Roles Methodology, Visualization, Writing – review & editing

  Affiliation Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, APHP, Paris, France

  https://orcid.org/0000-0002-6310-1250

  ⨯
• Adrien Kerebel,

  Roles Data curation, Formal analysis, Investigation, Visualization

  Affiliation Institut Jean Nicod, Département d’études cognitives, ENS, EHESS, CNRS, PSL University, Paris, France

  https://orcid.org/0000-0001-7335-6030

  ⨯
• Valérian Chambon ,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jerome.munuera@icm-institute.org (JM); valerian.chambon@ens.fr (VC); brian.lau@upmc.fr (BL)

  ¶‡ These authors share last authorship on this work.

  Affiliation Institut Jean Nicod, Département d’études cognitives, ENS, EHESS, CNRS, PSL University, Paris, France

  https://orcid.org/0000-0002-2401-1906

  ⨯
• Brian Lau

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jerome.munuera@icm-institute.org (JM); valerian.chambon@ens.fr (VC); brian.lau@upmc.fr (BL)

  ¶‡ These authors share last authorship on this work.

  Affiliation Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, APHP, Paris, France

  https://orcid.org/0000-0001-8615-8244

  ⨯