Activity in the Nucleus Accumbens and Amygdala Underlies Individual Differences in Prosocial and Individualistic Economic Choices
Abstract
Much decision-making requires balancing benefits to the self with benefits to the group. There are marked individual differences in this balance such that individualists tend to favor themselves whereas prosocials tend to favor the group. Understanding the mechanisms underlying this difference has important implications for society and its institutions. Using behavioral and fMRI data collected during the performance of the ultimatum game, we show that individual differences in social preferences for resource allocation, so-called “social value orientation,” is linked with activity in the nucleus accumbens and amygdala elicited by inequity, rather than activity in insula, ACC, and dorsolateral pFC. Importantly, the presence of cognitive load made prosocials behave more prosocially and individualists more individualistically, suggesting that social value orientation is driven more by intuition than reflection. In parallel, activity in the nucleus accumbens and amygdala, in response to inequity, tracked this behavioral pattern of prosocials and individualists. In addition, we conducted an impunity game experiment with different participants where they could not punish unfair behavior and found that the inequity-correlated activity seen in prosocials during the ultimatum game disappeared. This result suggests that the accumbens and amygdala activity of prosocials encodes “outcome-oriented emotion” designed to change situations (i.e., achieve equity or punish). Together, our results suggest a pivotal contribution of the nucleus accumbens and amygdala to individual differences in sociality.
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Previous studies have linked inhibition of self-interest and top-down control of selfish behavior with right lateral prefrontal cortex, such as right lOFC and right dlPFC.
“Previous studies have linked inhibition of self-interest and top-down control of selfish behavior with right lateral prefrontal cortex 17 , such as right lOFC 18,19 and right dlPFC 20 .”
From Oxytocin modulates social value representations in the amygdala (2019) · cites this paper as [20]
Cites
A Theory of Fairness, Competition, and Cooperation
Fehr, E., & Schmidt, K. M. (1999) · The Quarterly Journal of Economics · doi:10.1162/003355399556151 · Cited by 11,264 · see citing works
Statistical parametric maps in functional imaging: A general linear approach
Friston, K. J., Holmes, A. P., Worsley, K. J., Poline, J. ‐., Frith, C. D., & Frackowiak, R. S. J. (1994) · Human Brain Mapping · doi:10.1002/hbm.460020402 · Cited by 9,688 · see citing works
Self-citationThe emotional dog and its rational tail: A social intuitionist approach to moral judgment.
Haidt, J. (2001) · Psychological Review · doi:10.1037/0033-295x.108.4.814 · Cited by 8,048 · see citing works
How do you feel — now? The anterior insula and human awareness
(Bud) Craig, A. D. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2555 · Cited by 6,657 · cited 2× · see citing works
“…not correspond to the associated rejection rates (see Figure 1C), and this suggests that activity in these brain areas might be associated with high-level, conscious 1866 Journal of Cognitive Neuroscience Volume 26, Number 8 reflection on the unfair offer (e.g., emotional awareness; Craig, 2009).”
BackgroundAn experimental analysis of ultimatum bargaining
Güth, W., Schmittberger, R., & Schwarze, B. (1982) · Journal of Economic Behavior & Organization · doi:10.1016/0167-2681(82)90011-7 · Cited by 4,753 · see citing works
Fehr, E., & Fischbacher, U. (2003) · Nature · doi:10.1038/nature02043 · Cited by 3,475 · cited 1× · see citing works
“The rejection of unfair offers in the ultimatum game can be seen as a form of altruistic punishment designed to increase equity by punishing the behavior of the unfair proposer (Fehr & Fishbacher, 2003).”
BackgroundThe neural basis of economic decision-making in the Ultimatum Game.
Sanfey, A. G., Rilling, J. K., Aronson, J. A., Nystrom, L. E., & Cohen, J. D. (2003) · Science · doi:10.1126/science.1082976 · Cited by 3,375 · see citing works
Serotonin transporter genetic variation and the response of the human amygdala.
Hariri, A. R., Mattay, V. S., Tessitore, A., Kolachana, B., Fera, F., Goldman, D., Egan, M. F., & Weinberger, D. R. (2002) · Science · doi:10.1126/science.1071829 · Cited by 2,340 · see citing works
From motivation to action: Functional interface between the limbic system and the motor system
MOGENSON, G., JONES, D., & YIM, C. (1980) · Progress in Neurobiology · doi:10.1016/0301-0082(80)90018-0 · Cited by 2,331 · see citing works
Egalitarianism in young children
Fehr, E., Bernhard, H., & Rockenbach, B. (2008) · Nature · doi:10.1038/nature07155 · Cited by 1,479 · see citing works
Spontaneous giving and calculated greed
Rand, D. G., Greene, J. D., & Nowak, M. A. (2012) · Nature · doi:10.1038/nature11467 · Cited by 1,334 · see citing works
Dhami, S. (2025) · Cambridge University Press eBooks · doi:10.1017/9781009422314.012 · Cited by 1,324 · see citing works
Van Lange, P. A. M. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.2.337 · Cited by 1,127 · see citing works
Motivational bases of choice in experimental games
Messick, D. M., & McClintock, C. G. (1968) · Journal of Experimental Social Psychology · doi:10.1016/0022-1031(68)90046-2 · Cited by 1,097 · see citing works
Gächter, S. (2004) · doi:10.1002/9780470752937.ch24 · Cited by 945 · see citing works
Social interaction basis of cooperators' and competitors' beliefs about others.
Kelley, H. H., & Stahelski, A. J. (1970) · Journal of Personality and Social Psychology · doi:10.1037/h0029849 · Cited by 924 · see citing works
Excitatory transmission from the amygdala to nucleus accumbens facilitates reward seeking
Stuber, G. D., Sparta, D. R., Stamatakis, A. M., van Leeuwen, W. A., Hardjoprajitno, J. E., Cho, S., Tye, K. M., Kempadoo, K. A., Zhang, F., Deisseroth, K., et al. (2011) · Nature · doi:10.1038/nature10194 · Cited by 878 · see citing works
Social Comparison Affects Reward-Related Brain Activity in the Human Ventral Striatum
Fließbach, K., Weber, B., Trautner, P., Dohmen, T., Sunde, U., Elger, C. E., & Falk, A. (2007) · Science · doi:10.1126/science.1145876 · Cited by 649 · see citing works
Koenigs, M. R., & Tranel, D. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.4606-06.2007 · Cited by 595 · see citing works
Anonymity versus Punishment in Ultimatum Bargaining
Bolton, G. E., & Zwick, R. (1995) · Games and Economic Behavior · doi:10.1006/game.1995.1026 · Cited by 532 · see citing works
Neural evidence for inequality-averse social preferences
Tricomi, E., Rangel, A., Camerer, C. F., & O’Doherty, J. P. (2010) · Nature · doi:10.1038/nature08785 · Cited by 462 · see citing works
Serotonin Modulates Behavioral Reactions to Unfairness
Crockett, M. J., Clark, L., Tabibnia, G., Lieberman, M. D., & Robbins, T. W. (2008) · Science · doi:10.1126/science.1155577 · Cited by 421 · see citing works
The ventral basal ganglia, a selection mechanism at the crossroads of space, strategy, and reward.
Humphries, M. D., & Prescott, T. J. (2009) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2009.11.003 · Cited by 414 · see citing works
Social value orientation and cooperation in social dilemmas: a review and conceptual model
Bogaert, S., Boone, C., & Declerck, C. (2008) · British Journal of Social Psychology · doi:10.1348/014466607x244970 · Cited by 412 · see citing works
Joireman, J. A., Lasane, T. P., Bennett, J., Richards, D., & Solaimani, S. (2001) · British Journal of Social Psychology · doi:10.1348/014466601164731 · Cited by 382 · see citing works
The Emerging Neuroscience of Social Media
Meshi, D., Tamir, D. I., & Heekeren, H. R. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.09.004 · Cited by 322 · see citing works
Dorsolateral and ventromedial prefrontal cortex orchestrate normative choice
Baumgärtner, T., Knoch, D., Hotz, P., Eisenegger, C., & Fehr, E. (2011) · Nature Neuroscience · doi:10.1038/nn.2933 · Cited by 301 · see citing works
Reynolds, S. M., & Berridge, K. C. (2008) · Nature Neuroscience · doi:10.1038/nn2061 · Cited by 244 · see citing works
Rejection of unfair offers in the ultimatum game is no evidence of strong reciprocity
Yamagishi, T., Horita, Y., Mifune, N., Hashimoto, H., Li, Y., Shinada, M., Miura, A., Inukai, K., Takagishi, H., & Šimunović, D. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1212126109 · Cited by 236 · see citing works
The duality of virtue: Deconstructing the moral hypocrite
Valdesolo, P., & DeSteno, D. A. (2008) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2008.03.010 · Cited by 214 · see citing works
Feng, C., Luo, Y., & Krüeger, F. (2014) · Human Brain Mapping · doi:10.1002/hbm.22649 · Cited by 211 · see citing works
Resisting the Power of Temptations: The Right Prefrontal Cortex and Self‐Control
KNOCH, D., & FEHR, E. (2007) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1390.004 · Cited by 208 · see citing works
Activity in the amygdala elicited by unfair divisions predicts social value orientation
Haruno, M., & Frith, C. D. (2010) · Nature Neuroscience · doi:10.1038/nn.2468 · Cited by 180 · see citing works
Self-citationSocial Network Modulation of Reward-Related Signals
Fareri, D. S., Niznikiewicz, M. A., Lee, V. K., & Delgado, M. R. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.0610-12.2012 · Cited by 175 · see citing works
Limbic Justice—Amygdala Involvement in Immediate Rejection in the Ultimatum Game
Gospic, K. A. M., Erik Mohlin, Y., Fransson, P., Petrović, P., Johannesson, M., & Ingvar, M. (2011) · PLoS Biology · doi:10.1371/journal.pbio.1001054 · Cited by 134 · see citing works
Lange, P. A. M. V., Bekkers, R., Chirumbolo, A., & Leone, L. (2011) · European Journal of Personality · doi:10.1002/per.845 · Cited by 120 · see citing works
Neural Segregation of Objective and Contextual Aspects of Fairness
Wright, N. D., Symmonds, M., Fleming, S. M., & Dolan, R. J. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.3138-10.2011 · Cited by 55 · see citing works
Honesty mediates the relationship between serotonin and reaction to unfairness
Takahashi, H., Takano, H., Camerer, C. F., Ideno, T., Okubo, S., Matsui, H., Tamari, Y., Takemura, K., Arakawa, R., Kodaka, F., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1118687109 · Cited by 47 · see citing works
Kuss, K., Falk, A., Trautner, P., Montag, C., Weber, B., & Fließbach, K. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00040 · Cited by 43 · see citing works
The neural bases for valuing social equality
Aoki, R., Yomogida, Y., & Matsumoto, K. (2014) · Neuroscience Research · doi:10.1016/j.neures.2014.10.020 · Cited by 23 · see citing works
Effects of subconscious and conscious emotions on human cue–reward association learning
Watanabe, N., & Haruno, M. (2015) · Scientific Reports · doi:10.1038/srep08478 · Cited by 20 · see citing works
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Oxytocin modulates social value representations in the amygdala
Liu, Y., Li, S., Lin, W., Li, W., Yan, X., Wang, X., Pan, X., Rutledge, R. B., & Ma, Y. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0351-1 · Cited by 89 · see citing works
Interactive effects of OXTR and GAD1 on envy-associated behaviors and neural responses
Tanaka, T., Nishimura, F., Kakiuchi, C., Kasai, K., Kimura, M., & Haruno, M. (2019) · PLOS ONE · doi:10.1371/journal.pone.0210493 · Cited by 9 · see citing works
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- Authors
- Haruno, M., Kimura, M., & Frith, C. D.
- Affiliations
- Japan Science and Technology Agency (JP)
- Tamagawa University (JP)
- 4University College London
- Venue
- Journal of Cognitive Neuroscience
- Publisher
- MIT Press - Journals
- Published
- 2014-08-01
- Volume
- 26
- Issue
- 8
- Pages
- 1861-1870
- ISSN
- 0898-929X (ISSN-L)
- 1530-8898
- OpenAlex
- W2159825841
- Cited by
- 102
- References
- 41
- Citations by year
- 2026: 5 · 2025: 10 · 2024: 8 · 2023: 4 · 2022: 12 · 2021: 12 · 2020: 7 · 2019: 12 · 2018: 9 · 2017: 8 · 2016: 9 · 2015: 4 · 2014: 2
- FWCI
- 21.35
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Cognitive Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Wellcome Trust
- Japan Society for the Promotion of Science (24243028)
- Topics
- Social Sciences › Safety Research › Experimental Behavioral Economics Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Social Psychology › Neuroendocrine regulation and behavior
- Keywords
- nucleus accumbens, amygdala, individual differences, social value orientation, prosocial behavior, individualism, ultimatum game, inequity aversion, cognitive load, punishment, social decision-making
- MeSH terms
- Adult, Amygdala, Cerebral Cortex, Choice Behavior, Female, Humans, Individuality, Magnetic Resonance Imaging, Male, Nucleus Accumbens, Social Behavior, Social Values, Young Adult, Functional Neuroimaging
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