Literature DB >> 19641120

Encoding of marginal utility across time in the human brain.

Alex Pine1, Ben Seymour, Jonathan P Roiser, Peter Bossaerts, Karl J Friston, H Valerie Curran, Raymond J Dolan.   

Abstract

Marginal utility theory prescribes the relationship between the objective property of the magnitude of rewards and their subjective value. Despite its pervasive influence, however, there is remarkably little direct empirical evidence for such a theory of value, let alone of its neurobiological basis. We show that human preferences in an intertemporal choice task are best described by a model that integrates marginally diminishing utility with temporal discounting. Using functional magnetic resonance imaging, we show that activity in the dorsal striatum encodes both the marginal utility of rewards, over and above that which can be described by their magnitude alone, and the discounting associated with increasing time. In addition, our data show that dorsal striatum may be involved in integrating subjective valuation systems inherent to time and magnitude, thereby providing an overall metric of value used to guide choice behavior. Furthermore, during choice, we show that anterior cingulate activity correlates with the degree of difficulty associated with dissonance between value and time. Our data support an integrative architecture for decision making, revealing the neural representation of distinct subcomponents of value that may contribute to impulsivity and decisiveness.

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Year:  2009        PMID: 19641120      PMCID: PMC2816907          DOI: 10.1523/JNEUROSCI.1126-09.2009

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  35 in total

Review 1.  Behavioral and neuroeconomics of drug addiction: competing neural systems and temporal discounting processes.

Authors:  Warren K Bickel; Michelle L Miller; Richard Yi; Benjamin P Kowal; Diana M Lindquist; Jeffery A Pitcock
Journal:  Drug Alcohol Depend       Date:  2006-11-13       Impact factor: 4.492

2.  The neural correlates of subjective value during intertemporal choice.

Authors:  Joseph W Kable; Paul W Glimcher
Journal:  Nat Neurosci       Date:  2007-11-04       Impact factor: 24.884

3.  Hold your horses: impulsivity, deep brain stimulation, and medication in parkinsonism.

Authors:  Michael J Frank; Johan Samanta; Ahmed A Moustafa; Scott J Sherman
Journal:  Science       Date:  2007-10-25       Impact factor: 47.728

4.  Subregions of the ventral striatum show preferential coding of reward magnitude and probability.

Authors:  Juliana Yacubian; Tobias Sommer; Katrin Schroeder; Jan Gläscher; Dieter F Braus; Christian Büchel
Journal:  Neuroimage       Date:  2007-08-22       Impact factor: 6.556

Review 5.  Should I stay or should I go? Transformation of time-discounted rewards in orbitofrontal cortex and associated brain circuits.

Authors:  Matthew R Roesch; Donna J Calu; Kathryn A Burke; Geoffrey Schoenbaum
Journal:  Ann N Y Acad Sci       Date:  2007-03-07       Impact factor: 5.691

6.  Dopamine neurons encode the better option in rats deciding between differently delayed or sized rewards.

Authors:  Matthew R Roesch; Donna J Calu; Geoffrey Schoenbaum
Journal:  Nat Neurosci       Date:  2007-11-18       Impact factor: 24.884

7.  Optimal decision making and the anterior cingulate cortex.

Authors:  Steven W Kennerley; Mark E Walton; Timothy E J Behrens; Mark J Buckley; Matthew F S Rushworth
Journal:  Nat Neurosci       Date:  2006-06-18       Impact factor: 24.884

8.  Time and decision making: differential contribution of the posterior insular cortex and the striatum during a delay discounting task.

Authors:  Marc Wittmann; David S Leland; Martin P Paulus
Journal:  Exp Brain Res       Date:  2007-01-10       Impact factor: 2.064

Review 9.  Behavioral models of impulsivity in relation to ADHD: translation between clinical and preclinical studies.

Authors:  Catharine A Winstanley; Dawn M Eagle; Trevor W Robbins
Journal:  Clin Psychol Rev       Date:  2006-02-28

10.  Serotonin differentially regulates short- and long-term prediction of rewards in the ventral and dorsal striatum.

Authors:  Saori C Tanaka; Nicolas Schweighofer; Shuji Asahi; Kazuhiro Shishida; Yasumasa Okamoto; Shigeto Yamawaki; Kenji Doya
Journal:  PLoS One       Date:  2007-12-19       Impact factor: 3.240

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  89 in total

1.  The prefrontal cortex and hybrid learning during iterative competitive games.

Authors:  Hiroshi Abe; Hyojung Seo; Daeyeol Lee
Journal:  Ann N Y Acad Sci       Date:  2011-12       Impact factor: 5.691

2.  Comparing apples and oranges: using reward-specific and reward-general subjective value representation in the brain.

Authors:  Dino J Levy; Paul W Glimcher
Journal:  J Neurosci       Date:  2011-10-12       Impact factor: 6.167

Review 3.  Prefrontal cortex and impulsive decision making.

Authors:  Soyoun Kim; Daeyeol Lee
Journal:  Biol Psychiatry       Date:  2010-08-21       Impact factor: 13.382

Review 4.  The Malleability of Intertemporal Choice.

Authors:  Karolina M Lempert; Elizabeth A Phelps
Journal:  Trends Cogn Sci       Date:  2015-10-05       Impact factor: 20.229

Review 5.  Developmental perspectives on risky and impulsive choice.

Authors:  Gail M Rosenbaum; Catherine A Hartley
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2019-02-18       Impact factor: 6.237

6.  Informatic parcellation of the network involved in the computation of subjective value.

Authors:  John A Clithero; Antonio Rangel
Journal:  Soc Cogn Affect Neurosci       Date:  2013-07-24       Impact factor: 3.436

7.  Vigor of movements and the cost of time in decision making.

Authors:  Jennie E S Choi; Pavan A Vaswani; Reza Shadmehr
Journal:  J Neurosci       Date:  2014-01-22       Impact factor: 6.167

8.  Transitional and steady-state choice behavior under an adjusting-delay schedule.

Authors:  L Valencia Torres; S da Costa Araújo; C M Olarte Sanchez; S Body; C M Bradshaw; E Szabadi
Journal:  J Exp Anal Behav       Date:  2011-01       Impact factor: 2.468

Review 9.  Remember the future II: meta-analyses and functional overlap of working memory and delay discounting.

Authors:  Michael J Wesley; Warren K Bickel
Journal:  Biol Psychiatry       Date:  2013-09-13       Impact factor: 13.382

Review 10.  Dissecting impulsivity and its relationships to drug addictions.

Authors:  J David Jentsch; James R Ashenhurst; M Catalina Cervantes; Stephanie M Groman; Alexander S James; Zachary T Pennington
Journal:  Ann N Y Acad Sci       Date:  2014-03-21       Impact factor: 5.691

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