About the Authors

Chen Qu

Contributed equally to this work with: Chen Qu, Elise Météreau, Luigi Butera

Roles Investigation, Project administration, Validation, Writing – original draft, Writing – review & editing

fondest@163.com (CQ); dreher@isc.cnrs.fr (JCD)

Affiliations Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China, Institut des Sciences Cognitives Marc Jeannerod, ‘Neuroeconomics, Reward and Decision Making Group,’ Centre National de la Recherche Scientifique, UMR 5229, Bron, France

Elise Météreau

Contributed equally to this work with: Chen Qu, Elise Météreau, Luigi Butera

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – review & editing

Affiliations Institut des Sciences Cognitives Marc Jeannerod, ‘Neuroeconomics, Reward and Decision Making Group,’ Centre National de la Recherche Scientifique, UMR 5229, Bron, France, Université Claude Bernard Lyon 1, Lyon, France

Luigi Butera

Contributed equally to this work with: Chen Qu, Elise Météreau, Luigi Butera

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

Current address: Copenhagen Business School, Department of Economics, Copenhagen, Denmark

Affiliation University of Lyon, CNRS, GATE (UMR 5824), Ecully, France

Marie Claire Villeval

Roles Conceptualization, Investigation, Supervision, Writing – original draft, Writing – review & editing

Affiliations University of Lyon, CNRS, GATE (UMR 5824), Ecully, France, IZA, Bonn, Germany

Jean-Claude Dreher

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

fondest@163.com (CQ); dreher@isc.cnrs.fr (JCD)

Affiliations Institut des Sciences Cognitives Marc Jeannerod, ‘Neuroeconomics, Reward and Decision Making Group,’ Centre National de la Recherche Scientifique, UMR 5229, Bron, France, Université Claude Bernard Lyon 1, Lyon, France

Competing Interests

The authors have declared that no competing interests exist.