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Articles, Behavioral/Cognitive

Integrative Moral Judgment: Dissociating the Roles of the Amygdala and Ventromedial Prefrontal Cortex

Amitai Shenhav and Joshua D. Greene
Journal of Neuroscience 26 March 2014, 34 (13) 4741-4749; DOI: https://doi.org/10.1523/JNEUROSCI.3390-13.2014
Amitai Shenhav
1Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey 08540, and
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Joshua D. Greene
2Department of Psychology, Harvard University, Cambridge, Massachusetts 02138
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  • Figure 1.
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    Figure 1.

    Task design. The first slide describes the dilemma, including two possible options. The utilitarian option minimizes the overall amount of harm (e.g., saves five lives), but involves actively harming someone. The nonutilitarian/deontological option does not involve active harm, but it fails to minimize harm. The second screen summarizes the two options, randomly labeling them “A” or “B.” The third screen prompts the subject to respond in one of three ways depending on condition. Subjects have 12 s to respond using a four-point scale.

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    Figure 2.

    “All things considered” judgments (IMJ) reflect integration of competing moral considerations. Average regression slopes predicting “all things considered” moral judgments (IMJ) for each participant based on average EA and UA responses to the scenario from other participants. Participants rated the utilitarian option as more morally acceptable if other participants perceived that option as producing better results (high UA) and/or felt less bad about choosing that option (low EA). Scatterplot shows data from all individual IMJ trials relative to EA (red) and UA (blue) ratings.

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    Figure 3.

    The vmPFC exhibits increased BOLD signal for IMJ relative to EA and UA. Shown are whole-brain results for IMJ > EA (A) and IMJ > UA (B). Analyses use an anatomically defined vmPFC ROI. For visualization, maps are thresholded at voxelwise p < 0.005 with an extent threshold of 40 voxels. C, The conjunction of these two contrasts.

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    Figure 4.

    The amygdala's role in EA and IMJ. A, BOLD activity in the left amygdala tracked higher ratings of “feeling worse” about the utilitarian option in the EA condition. B, BOLD activity in the right amygdala tracked lower moral acceptability ratings for the utilitarian option in the “all things considered” (IMJ) condition. Analyses use anatomically defined amygdala ROIs. For visualization, maps are thresholded at voxelwise p < 0.005 with an extent threshold of 10 voxels. C, Overlapping activation for these two contrasts at a much reduced threshold (p < 0.05, uncorrected, masked by the anatomically defined bilateral amygdala ROI) suggests that these two processes may not be lateralized, despite the apparent lateralization in A and B.

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    Table 1.

    Whole-brain exploratory analyses for contrasts of interest

    SideRegionCluster-level p-valueCluster size (voxels)Peak voxel Z-scorePeak voxel p-valueMNI coordinates (mm)
    EA > IMJ
        BPre-SMA<0.000111155.28<0.0001−4, 22, 62
        BPrecuneus0.00065335.14<0.0001−8, −58, 44
        LTemporoparietal junction, middle temporal gyrus<0.000123765.06<0.0001−50, −52, 26
        LMiddle frontal gyrus (BA 8)<0.000113224.91<0.0001−42, 20, 46
        LVentrolateral PFC0.00543904.21<0.0001−50, 18, −6
        RTemporoparietal junction0.00274343.97<0.000146, −58, 30
        LInferior frontal gyrus0.00284323.540.0002−42, 52, 2
        RCerebellum*0.07992323.610.000222, −80, −32
    IMJ > EA
        RPrimary, secondary somatosensory cortex, central insula, amygdala<0.000138364.80<0.000160, −28, 22
        BMedial orbitofrontal cortex/vmPFC0.00035764.58<0.00010, 36, −12
        LPrimary, secondary somatosensory cortex, central insula, amygdala<0.000111834.27<0.0001−36, 6, −8
        RPostcentral gyrus*0.07432364.41<0.000130, −46, 72
    IMJ > UA
        BDorsomedial PFC*0.05382663.640.00010, 52, 38
    UA > IMJ
        RInferior frontal gyrus (BA 9/44)0.03312954.66<0.000148, 6, 30
        LIntraparietal sulcus0.00743894.01<0.0001−32, −72, 32
        RIntraparietal sulcus0.01093643.95<0.000130, −74, 40
    UA > EA
        RPosterior cingulate cortex0.01143704.61<0.000116, −36, 36
        RPrimary, secondary somatosensory cortex, central insula, inferior frontal gyrus (BA 9/44)<0.000123394.15<0.000150, −36, 34
        RIntraparietal sulcus<0.00019474.10<0.000130, −72, 40
        LPrimary, secondary somatosensory cortex, central insula0.00184973.870.0001−48, −4, 6
    EA > UA
        LTemporoparietal junction<0.00019554.62<0.0001−54, −60, 26
        BPrecuneus0.00843904.56<0.0001−6, −58, 44
        RCerebellum0.0173444.39<0.000122, −80, −32
        LVentrolateral PFC0.00017134.29<0.0001−54, 18, 6
        LMiddle frontal gyrus (BA 8)0.00036434.21<0.0001−32, 14, 42
        BPre-SMA, superior frontal gyrus<0.000110544.11<0.0001−4, 34, 62
        LInferior frontal gyrus0.00184973.96<0.0001−46, 42, 0
        RTemporoparietal junction0.04962773.870.000158, −60, 24
    • ↵Significant clusters of activation for each of the condition-wise contrasts between EA, UA, and IMJ thresholded at voxel-wise p < 0.005 and whole-brain FWE corrected at cluster-wise p < 0.05 are shown. Clusters that were marginally significant (p < 0.10) at this cluster-wise threshold are marked with an asterisk (*). No activations survived this whole-brain correction when examining either positive or negative correlations with EA or IMJ ratings.

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The Journal of Neuroscience: 34 (13)
Journal of Neuroscience
Vol. 34, Issue 13
26 Mar 2014
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Integrative Moral Judgment: Dissociating the Roles of the Amygdala and Ventromedial Prefrontal Cortex
Amitai Shenhav, Joshua D. Greene
Journal of Neuroscience 26 March 2014, 34 (13) 4741-4749; DOI: 10.1523/JNEUROSCI.3390-13.2014

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Integrative Moral Judgment: Dissociating the Roles of the Amygdala and Ventromedial Prefrontal Cortex
Amitai Shenhav, Joshua D. Greene
Journal of Neuroscience 26 March 2014, 34 (13) 4741-4749; DOI: 10.1523/JNEUROSCI.3390-13.2014
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Keywords

  • decision making
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