Abstract
A popular hypothesis in the social sciences is that humans have social preferences to reduce inequality in outcome distributions because it has a negative impact on their experienced reward1,2,3. Although there is a large body of behavioural and anthropological evidence consistent with the predictions of these theories1,4,5,6, there is no direct neural evidence for the existence of inequality-averse preferences. Such evidence would be especially useful because some behaviours that are consistent with a dislike for unequal outcomes could also be explained by concerns for social image7 or reciprocity8,9, which do not require a direct aversion towards inequality. Here we use functional MRI to test directly for the existence of inequality-averse social preferences in the human brain. Inequality was created by recruiting pairs of subjects and giving one of them a large monetary endowment. While both subjects evaluated further monetary transfers from the experimenter to themselves and to the other participant, we measured neural responses in the ventral striatum and ventromedial prefrontal cortex, two areas that have been shown to be involved in the valuation of monetary and primary rewards in both social and non-social contexts10,11,12,13,14. Consistent with inequality-averse models of social preferences, we find that activity in these areas was more responsive to transfers to others than to self in the ‘high-pay’ subject, whereas the activity of the ‘low-pay’ subject showed the opposite pattern. These results provide direct evidence for the validity of this class of models, and also show that the brain’s reward circuitry is sensitive to both advantageous and disadvantageous inequality.
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References
Fehr, E. & Schmidt, K. A theory of fairness, competition, and cooperation. Q. J. Econ. 114, 817–868 (1999)
Adams, J. in Advances in Experimental Social Psychology (ed. Berkowitz, L.) 267–299 (Academic, 1965)
Bolton, D. & Ockenfels, A. ERC: A theory of equity, reciprocity, and competition. Am. Econ. Rev. 82, 166–193 (2000)
Dawes, C. T., Fowler, J. H., Johnson, T., McElreath, R. & Smirnov, O. Egalitarian motives in humans. Nature 446, 794–796 (2007)
Loewenstein, G. F., Thompson, L. & Baserman, M. H. Social utility and decision making in interpersonal contexts. J. Pers. Soc. Psychol. 57, 426–441 (1989)
Henrich, J. et al. ‘Economic man’ in cross-cultural perspective: behavioral experiments in 15 small-scale societies. Behav. Brain Sci. 28, 795–815 (2005)
Andreoni, J. & Bernheim, B. Social image and the 50–50 norm: a theoretical and experimental analysis of audience effects. Econometrica 77, 1607–1636 (2009)
Falk, A., Fehr, E. & Fischbacher, U. Testing theories of fairness—intentions matter. Games Econ. Behav. 62, 287–303 (2008)
Rabin, M. Incorporating fairness into game theory and economics. Am. Econ. Rev. 83, 1281–1302 (1993)
Schultz, W., Dayan, P. & Montague, P. R. A neural substrate of prediction and reward. Science 275, 1593–1599 (1997)
O’Doherty, J. P. Reward representations and reward-related learning in the human brain: insights from neuroimaging. Curr. Opin. Neurobiol. 14, 769–776 (2004)
Fliessbach, K. et al. Social comparison affects reward-related brain activity in the human ventral striatum. Science 318, 1305–1308 (2007)
Harbaugh, W. T., Mayr, U. & Burghart, D. R. Neural responses to taxation and voluntary giving reveal motives for charitable donations. Science 316, 1622–1625 (2007)
Tabibnia, G., Satpute, A. B. & Lieberman, M. D. The sunny side of fairness: preference for fairness activates reward circuitry (and disregarding unfairness activates self-control circuitry). Psychol. Sci. 19, 339–347 (2008)
Gurven, M. The evolution of contingent cooperation. Curr. Anthropol. 47, 185–192 (2006)
Kakwani, N. C. Measurement of tax progressivity: an international comparison. Econ. J. 87, 71–80 (1977)
Frank, R. H. Are workers paid their marginal products. Am. Econ. Rev. 74, 549–571 (1984)
Akerlof, G. A. & Yellen, J. L. The fair wage-effort hypothesis and unemployment. Q. J. Econ. 105, 255–283 (1990)
Krueger, A. B. & Mas, A. Strikes, scabs, and tread separations: labor strife and the production of defective Bridgestone/Firestone tires. J. Polit. Econ. 112, 253–289 (2004)
Fehr, E. & Fischbacher, U. The nature of human altruism. Nature 425, 785–791 (2003)
Fehr, E. & Gachter, S. Altruistic punishment in humans. Nature 415, 137–140 (2002)
Sanfey, A. G., Rilling, J. K., Aronson, J. A., Nystrom, L. E. & Cohen, J. D. The neural basis of economic decision-making in the Ultimatum Game. Science 300, 1755–1758 (2003)
Frank, R. H. Choosing the Right Pond: Human Behavior and the Quest for Status (Oxford Univ. Press, 1985)
Herrmann, B., Thoni, C. & Gachter, S. Antisocial punishment across societies. Science 319, 1362–1367 (2008)
Hare, T. A., O’Doherty, J., Camerer, C. F., Schultz, W. & Rangel, A. Dissociating the role of the orbitofrontal cortex and the striatum in the computation of goal values and prediction errors. J. Neurosci. 28, 5623–5630 (2008)
Plassmann, H., O’Doherty, J. & Rangel, A. Orbitofrontal cortex encodes willingness to pay in everyday economic transactions. J. Neurosci. 27, 9984–9988 (2007)
Rilling, J. et al. A neural basis for social cooperation. Neuron 35, 395–405 (2002)
Moll, J. et al. Human fronto-mesolimbic networks guide decisions about charitable donation. Proc. Natl Acad. Sci. USA 103, 15623–15628 (2006)
Singer, T. et al. Empathic neural responses are modulated by the perceived fairness of others. Nature 439, 466–469 (2006)
Krajbich, I., Adolphs, R., Tranel, D., Denburg, N. L. & Camerer, C. F. Economic games quantify diminished sense of guilt in patients with damage to the prefrontal cortex. J. Neurosci. 29, 2188–2192 (2009)
Andreoni, J. & Vesterlund, L. Which is the fair sex? Gender differences in altruism. Q. J. Econ. 116, 293–312 (2001)
Costa, P. T. & McCrae, R. R. Revised NEO Personality Inventory (NEO PI-R) and NEO Five-Factor Inventory (NEO-FFI) Professional Manual (Psychological Assessment Resources, Inc., 1992)
Deichmann, R., Gottfried, J. A., Hutton, C. & Turner, R. Optimized EPI for fMRI studies of the orbitofrontal cortex. Neuroimage 19, 430–441 (2003)
de Quervain, D. J. et al. The neural basis of altruistic punishment. Science 305, 1254–1258 (2004)
Nieuwenhuis, S. et al. Activity in human reward-sensitive brain areas is strongly context dependent. Neuroimage 25, 1302–1309 (2005)
Breiter, H. C., Aharon, I., Kahneman, D., Dale, A. & Shizgal, P. Functional imaging of neural responses to expectancy and experience of monetary gains and losses. Neuron 30, 619–639 (2001)
O’Doherty, J., Critchley, H., Deichmann, R. & Dolan, R. J. Dissociating valence of outcome from behavioral control in human orbital and ventral prefrontal cortices. J. Neurosci. 23, 7931–7939 (2003)
Lohrenz, T., McCabe, K., Camerer, C. F. & Montague, P. R. Neural signature of fictive learning signals in a sequential investment task. Proc. Natl Acad. Sci. USA 104, 9493–9498 (2007)
Stephan, K. E., Penny, W. D., Daunizeau, J., Moran, R. J. & Friston, K. J. Bayesian model selection for group studies. Neuroimage 46, 1004–1017 (2009)
Acknowledgements
We thank B. Bushong, N. Tetrault, S. Bray, J. Gläscher and R. Lee for their assistance. This work was supported by grants from the US National Science Foundation to J.O.D. (0617174), from the Human Frontiers of Science Program to C.F.C., and from the Gordon and Betty Moore Foundation to J.O.D., A.R., C.F.C. and the Caltech Brain Imaging Center.
Author Contributions E.T., A.R., C.F.C. and J.O.D. designed the experiment, E.T. conducted the experiment and analysed the data, and E.T., A.R., C.F.C. and J.O.D. discussed the results and wrote the paper.
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Tricomi, E., Rangel, A., Camerer, C. et al. Neural evidence for inequality-averse social preferences. Nature 463, 1089–1091 (2010). https://doi.org/10.1038/nature08785
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DOI: https://doi.org/10.1038/nature08785
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