title: Low Cognitive Impulsivity Is Associated with Better Gain and Loss Learning in a Probabilistic Decision-Making Task.
abstract: Many advances have been made over the last decades in describing, on the one hand, the link between reward-based learning and decision-making, and on the other hand, the link between impulsivity and decision-making. However, the association between reward-based learning and impulsivity remains poorly understood. In this study, we evaluated the association between individual differences in loss-minimizing and gain-maximizing behavior in a learning-based probabilistic decision-making task and individual differences in cognitive impulsivity. We found that low cognitive impulsivity was associated both with a better performance minimizing losses and maximizing gains during the task. These associations remained significant after controlling for mathematical skills and gender as potential confounders. We discuss potential mechanisms through which cognitive impulsivity might interact with reward-based learning and decision-making.
authors.affiliation: Facultad de Economía y Empresa, Centro de Neuroeconomía, Universidad Diego Portales Santiago, Chile.
authors.forename: Pablo
authors.initials: P
authors.lastname: Cáceres
authors.affiliation: Facultad de Economía y Empresa, Centro de Neuroeconomía, Universidad Diego PortalesSantiago, Chile; Center for Cognitive Neuroscience, Duke UniversityDurham, NC, USA.
authors.forename: René
authors.initials: R
authors.lastname: San Martín
keywords: cognitive control; cognitive impulsivity; economic decision-making; reward-based learning