Literature DB >> 30966919

Computational psychiatry of impulsivity and risk: how risk and time preferences interact in health and disease.

Silvia Lopez-Guzman1,2, Anna B Konova1,3, Paul W Glimcher1.   

Abstract

Choice impulsivity is an important subcomponent of the broader construct of impulsivity and is a key feature of many psychiatric disorders. Choice impulsivity is typically quantified as temporal discounting, a well-documented phenomenon in which a reward's subjective value diminishes as the delay to its delivery is increased. However, an individual's proclivity to-or more commonly aversion to- risk can influence nearly all of the standard experimental tools available for measuring temporal discounting. Despite this interaction, risk preference is a behaviourally and neurobiologically distinct construct that relates to the economic notion of utility or subjective value. In this opinion piece, we discuss the mathematical relationship between risk preferences and time preferences, their neural implementation, and propose ways that research in psychiatry could, and perhaps should, aim to account for this relationship experimentally to better understand choice impulsivity and its clinical implications. This article is part of the theme issue 'Risk taking and impulsive behaviour: fundamental discoveries, theoretical perspectives and clinical implications'.

Entities:  

Keywords:  choice impulsivity; delay discounting; economic models; functional MRI; psychiatry; risk

Mesh:

Year:  2019        PMID: 30966919      PMCID: PMC6335456          DOI: 10.1098/rstb.2018.0135

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


  84 in total

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Journal:  Am J Psychiatry       Date:  2014-04       Impact factor: 18.112

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Authors:  Natalia Albein-Urios; José M Martinez-González; Óscar Lozano; Antonio Verdejo-Garcia
Journal:  Addict Behav       Date:  2014-06-14       Impact factor: 3.913

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Authors:  Kacey Ballard; Brian Knutson
Journal:  Neuroimage       Date:  2008-11-24       Impact factor: 6.556

9.  Steep temporal reward discounting in ADHD-Combined type: acting upon feelings.

Authors:  Anouk Scheres; Chandra Tontsch; Allison Lee Thoeny
Journal:  Psychiatry Res       Date:  2013-01-21       Impact factor: 3.222

10.  Computational psychiatry: a report from the 2017 NIMH workshop on opportunities and challenges.

Authors:  Michele Ferrante; A David Redish; Maria A Oquendo; Bruno B Averbeck; Megan E Kinnane; Joshua A Gordon
Journal:  Mol Psychiatry       Date:  2019-04       Impact factor: 15.992

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  3 in total

1.  A Proof-of-Concept Ecological Momentary Assessment Study of Day-Level Dynamics in Value-Based Decision-Making in Opioid Addiction.

Authors:  Emmanuel E Alvarez; Sahar Hafezi; Darla Bonagura; Evan M Kleiman; Anna B Konova
Journal:  Front Psychiatry       Date:  2022-05-17       Impact factor: 5.435

Review 2.  Individual Differences in Intertemporal Choice.

Authors:  Kristof Keidel; Qëndresa Rramani; Bernd Weber; Carsten Murawski; Ulrich Ettinger
Journal:  Front Psychol       Date:  2021-04-16

3.  Shifting uncertainty intolerance: methylphenidate and attention-deficit hyperactivity disorder.

Authors:  Alekhya Mandali; Arjun Sethi; Mara Cercignani; Neil A Harrison; Valerie Voon
Journal:  Transl Psychiatry       Date:  2021-01-06       Impact factor: 6.222

  3 in total

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