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Articles, Behavioral/Cognitive

Enhanced Neural Responses to Imagined Primary Rewards Predict Reduced Monetary Temporal Discounting

Shabnam Hakimi and Todd A. Hare
Journal of Neuroscience 23 September 2015, 35 (38) 13103-13109; https://doi.org/10.1523/JNEUROSCI.1863-15.2015
Shabnam Hakimi
1Computation and Neural Systems and
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Todd A. Hare
2Humanities and Social Sciences Divisions, California Institute of Technology, Pasadena, California 91125, and
3Laboratory for Social and Neural Systems Research, Department of Economics, University of Zurich, 8006 Zurich, Switzerland
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Article Figures & Data

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  • Figure 1.
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    Figure 1.

    Increased activity for imagined juice rewards in vmPFC is associated with greater frequency of choosing to wait for larger, later monetary rewards. a, The white circle outlines the 10-mm sphere in vmPFC from which BOLD data were extracted for all analyses described in Results. b, The scatter plot illustrates the relationship between the contrast for imagining versus consuming juice in the vmPFC ROI and the percentage of trials where a participant chose to wait for the larger, later monetary reward. Each black dot represents one participant. The dashed gray line indicates the best linear fit to the data.

  • Figure 2.
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    Figure 2.

    vmPFC response to imagined juice rewards predicts monetary ITC behavior both between and within individuals. a, The solid black curve indicates the posterior density function (PDF) of the balanced accuracy achieved when using imagined juice responses in vmPFC to determine the relative discounting rates between participants. Light gray shading represents the 95% posterior probability interval (PPI). Dark gray dashed line indicates the mean of the posterior balanced accuracy while the dashed-dotted line depicts chance. b, The solid black curve indicates the PDF of the balanced accuracy achieved when using imagined juice responses in vmPFC to predict choices on each individual trial. Light gray shading represents the 95% PPI. Dark gray dashed line indicates the mean of the posterior balanced accuracy while the dashed-dotted line depicts chance.

Tables

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    Table 1.

    Amounts by delay for the ITC taska

    Delay (days)Amounts (US $)
    7252628303235
    10252627293032
    12252628313335
    14252628323539
    21262729303238
    25272931333546
    28262832353946
    30262729303238
    40273335404754
    45262931354046
    50273035404654
    60293335404754
    90263033404654
    95313335404754
    100263138394654
    150313335404754
    180273135394654
    200262835394754
    • ↵aThis table represents the matrix of exact combinations of monetary amounts (US $) and delays (days) presented to each subject.

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    Table 2.

    Results of a whole-brain exploratory analysis testing for correlations between the BOLD contrast for imagining greater than consuming juice rewards and temporal discount ratea

    RegionCluster sizebxyzPeak tc
    Cerebellum/brainstem148−12−33−274.85
    Rectal/medial orbitofrontal gyrus77027−304.29
    Lateral orbitofrontal cortex154542−184.02
    Medial frontal gyrus10954213.59
    • ↵aThis table reports all clusters containing ≥10 voxels at a voxel-wise significance threshold of p < 0.001. None of the regions listed here were significant after correcting for multiple comparisons at the whole-brain level.

    • ↵bCluster size indicates the number of voxels at an isotropic resolution of 3 mm.

    • ↵ct statistics were computed using 5000 permutations of the data.

    • View popup
    Table 3.

    Regions showing significantly different BOLD response between imagination and consumption trialsa

    RegionCluster sizebxyzPeak t
    Imagine − Consume
        Parietal lobe/occipital lobe492651−75426.15
        Dorsolateral prefrontal cortex/anterior cingulate cortex3790−394896.26
        Occipital pole31−3−105−63.31
        Lateral parietal lobe3−51−72364.23
    Consume − Imagine
        Insula276−39−637.2
        Insula18939−337.69
    • ↵aAll regions are statistically significant at p < 0.05 after whole-brain correction for multiple comparisons.

    • ↵bCluster size indicates the number of voxels at an isotropic resolution of 3 mm.

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The Journal of Neuroscience: 35 (38)
Journal of Neuroscience
Vol. 35, Issue 38
23 Sep 2015
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Enhanced Neural Responses to Imagined Primary Rewards Predict Reduced Monetary Temporal Discounting
Shabnam Hakimi, Todd A. Hare
Journal of Neuroscience 23 September 2015, 35 (38) 13103-13109; DOI: 10.1523/JNEUROSCI.1863-15.2015

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Enhanced Neural Responses to Imagined Primary Rewards Predict Reduced Monetary Temporal Discounting
Shabnam Hakimi, Todd A. Hare
Journal of Neuroscience 23 September 2015, 35 (38) 13103-13109; DOI: 10.1523/JNEUROSCI.1863-15.2015
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Keywords

  • decision making
  • fMRI
  • neuroeconomics
  • temporal discounting

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