Computational substrates of social value in interpersonal collaboration

Journal of Neuroscience

Volumn 35, Issue 21, 2015, Pages 8170-8180

  Fareri, Dominic S ^a   Chang, Luke J ^b   Delgado, Mauricio R ^c  

^a ADELPHI UNIVERSITY   (United States)

^b Lamont Doherty Earth Observatory   (United States)

^c RUTGERS UNIVERSITY   (United States)

Author keywords

Collaboration; Medial prefrontal cortex; Social network; Social value; Trust; Ventral striatum

Indexed keywords

ARTICLE; BEHAVIOR; COMPUTER MODEL; CORPUS STRIATUM; DECISION MAKING; EXPECTATION; FEMALE; HUMAN; HUMAN EXPERIMENT; INTERPERSONAL COMMUNICATION; INTIMACY; LIKERT SCALE; MALE; NERVE POTENTIAL; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; REINFORCEMENT; REWARD; TASK PERFORMANCE; TRUST; VENTROMEDIAL PREFRONTAL CORTEX; ADOLESCENT; BRAIN; BRAIN MAPPING; COMPUTER INTERFACE; CONTROLLED STUDY; COOPERATION; HUMAN RELATION; PHYSIOLOGY; PROCEDURES; PSYCHOLOGY; PSYCHOMOTOR PERFORMANCE; RANDOMIZED CONTROLLED TRIAL; SOCIAL PSYCHOLOGY; YOUNG ADULT;

ADOLESCENT; BRAIN; BRAIN MAPPING; COOPERATIVE BEHAVIOR; FEMALE; HUMANS; INTERPERSONAL RELATIONS; MALE; PSYCHOMOTOR PERFORMANCE; SOCIAL VALUES; TRUST; USER-COMPUTER INTERFACE; YOUNG ADULT;

EID: 84930268120     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.4775-14.2015     Document Type: Article

References (52)

1. Akaike H (1974) A new look at the statistical model identification. IEEE Transactions on Automatic Control 19:716–723.
2. Amodio DM, Frith CD (2006) Meeting of minds: the medial frontal cortex and social cognition. Nat Rev Neurosci 7:268–277.
3. Aron A, Aron EN, Smollan D (1992) Inclusion of other in the self scale and the structure of interpersonal closeness. J Person Soc Psych 63: 596–612.
4. Bartra O, McGuire JT, Kable JW (2013) The valuation system: a coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value. Neuroimage 76:412–427.
5. Bates D, Maechler M, Walker S, Haubo Bojesen Christense R, Singmann H (2014) Linear mixed-effects modles using Eigen and S4. http://cran. r-project.org/web/packages/lme4/lme4.pdf.
6. Baumeister RF, Leary MR (1995) The need to belong: desire for interpersonal attachments as a fundamental human motivation. Psychological Bulletin 117:497–529.
7. Behrens TE, Hunt LT, Woolrich MW, Rushworth MF (2008) Associative learning of social value. Nature 456:245–249.
8. Berg J, Dickhaut J, McCabe K (1995) Trust, reciprocity, and social history. Games and Economic Behavior 10:122–142.
9. Camerer C, Ho TH (1999) Experience-weighted attraction learning in normal form games. Econometrica 67:827–874.
10. Chang LJ, Sanfey AG (2013) Great expectations: neural computations underlying the use of social norms in decision-making. Soc Cogn Affect Neurosci 8:277–284.
11. Chang LJ, Doll BB, van’t Wout M, Frank MJ, Sanfey AG (2010) Seeing is believing: trustworthiness as a dynamic belief. Cogn Psychol 61:87–105.
12. Charness G, Rabin M (2002) Understanding social preferences with simple tests. The Quarterly Journal of Economics 117:1–53.
13. Delgado MR, Frank RH, Phelps EA (2005) Perceptions of moral character modulate the neural systmes of reward during the trust game. Nat Neurosci 8:1611–1618.
14. Doll BB, Jacobs WJ, Sanfey AG, Frank MJ (2009) Instructional control of reinforcement learning: a behavioral and neurocomputational investigation. Brain Res 1299:74–94.
15. Fareri DS, Delgado MR (2014a) Differential reward responses during competition against in- and out-of-network others. Soc Cogn Affect Neurosci 9:412–420.
16. Fareri DS, Delgado MR (2014b) The importance of social rewards and social networks in the human brain. Neuroscientist 20:387–402.
17. Fareri DS, Chang LJ, Delgado MR (2012a) Effects of direct social experience on trust decisions and neural reward circuitry. Front Neurosci 6:148.
18. Fareri DS, Niznikiewicz MA, Lee VK, Delgado MR (2012b) Social network modulation of reward-related signals. J Neurosci 32:9045–9052.
19. Fehr E, Schmidt KM (1999) A theory of fairness, competition, and cooperation. The Quarterly Journal of Economics 114:817–868.
20. Forman SD, Cohen JD, Fitzgerald M, Eddy WF, Mintun MA, Noll DC (1995) Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold. Magnetic resonance medicine. Magn Reson Med 33:636–647.
21. Fouragnan E, Chierchia G, Greiner S, Neveu R, Avesani P, Coricelli G (2013) Reputational priors magnify striatal responses to violations of trust. J Neurosci 33:3602–3611.
22. Garrison J, Erdeniz B, Done J (2013) Prediction error in reinforcement learning: a meta-analysis of neuroimaging studies. Neurosci Biobehav Rev 37:1297–1310.
23. Goebel R, Esposito F, Formisano E (2006) Analysis of functional image analysis contest (FIAC) data with Brainvoyager QX: from single-subject to cortically aligned group general linear model analysis and selforganizing group independent component analysis. Hum Brain Mapp 27:392–401.
24. Hampton AN, Bossaerts P, O’Doherty JP (2008) Neural correlates of mentalizing-related computations during strategic interactions in humans. Proc Natl Acad Sci U S A 105:6741–6746.
25. Heatherton TF, Wyland CL, Macrae CN, Demos KE, Denny BT, Kelley WM (2006) Medial prefrontal activity differentiates self from close others. Soc Cogn Affect Neurosci 1:18–25.
26. Holm S (1979) A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics 6:65–70.
27. Hsu M, Anen C, Quartz SR (2008) The right and the good: distributive justice and neural encoding of equity and efficiency. Science 320:1092– 1095.
28. Jones RM, Somerville LH, Li J, Ruberry EJ, Libby V, Glover G, Voss HU, Ballon DJ, Casey BJ (2011) Behavioral and neural properties of social reinforcement learning. J Neurosci 31:13039–13045.
29. King-Casas B, Tomlin D, Anen C, Camerer CF, Quartz SR, Montague PR (2005) Getting to know you: reputation and trust in a two-person economic exchange. Science 308:78–83.
30. Kishida KT, Montague PR (2012) Imaging models of valuation during social interaction in humans. Biol Psychiatry 72:93–100.
31. Krienen FM, Tu PC, Buckner RL (2010) Clan mentality: evidence that the medial prefrontal cortex responds to close others. J Neurosci 30:13906– 13915.
32. Kuznetsova A, Brockhoff PB, Haubo Bojesen Christense R (2014) Tests for random and fixed effects for linear mixed effect models (lmer objects of lme 4 package). http://cran.r-project.org/web/packages/lmerTest/lmerTest.pdf.
33. Li J, Delgado MR, Phelps EA (2011) How instructed knowledge modulates the neural systems of reward learning. Proc Natl Acad Sci U S A 108:55–60.
34. McCabe K, Houser D, Ryan L, Smith V, Trouard T (2001) A functional imaging study of cooperation in two-person reciprocal exchange. Proc Natl Acad Sci U S A 98:11832–11835.
35. Mitchell JP, Macrae CN, Banaji MR (2006) Dissociable medial prefrontal contributions to judgments of similar and dissimilar others. Neuron 50: 655–663.
36. Phan KL, Sripada CS, Angstadt M, McCabe K (2010) Reputation for reciprocity engages the brain reward center. Proc Natl Acad Sci U S A 107: 13099–13104.
37. Rabin M (1993) Incorporating fairness into game theory and economics. The American Economic Review 83:1281–1302.
38. Rescorla R, Wagner A (1972) A theory of Pavlovian conditioning: variations in the effectiveness of reinforcment and non reinforcement (Black A, Prokasy W, eds). New York: Appleton-Century-Crofts.
39. Rice W (1989) Analyzing tables of statistical tests. Evolution 43:223–225.
40. Rilling JK, Sanfey AG, Aronson JA, Nystrom LE, Cohen JD (2004) Opposing BOLD responses to reciprocated and unreciprocated altruism in putative reward pathways. Neuroreport 15:2539–2543.
41. Rilling J, Gutman D, Zeh T, Pagnoni G, Berns G, Kilts C (2002) A neural basis for social cooperation. Neuron 35:395–405.
42. Schultz W, Dayan P, Montague PR (1997) A neural substrate of prediction and reward. Science 275:1593–1599.
43. Simpson JA (2007) Psychological foundations of trust. Current Directions in Psychological Science 16:264–268.
44. Stanley DA, Adolphs R (2013) Toward a neural basis for social behavior. Neuron 80:816–826.
45. Stanley DA, Sokol-Hessner P, Banaji MR, Phelps EA (2011) Implicit race attitudes predict trustworthiness judgments and economic trust decisions. Proc Natl Acad Sci U S A 108:7710–7715.
46. Stanley DA, Sokol-Hessner P, Fareri DS, Perino MT, Delgado MR, Banaji MR, Phelps EA (2012) Race and reputation: perceived racial group trustworthiness influences the neural correlates of trust decisions. Philos Trans R Soc Lond, B, Biol Sci 367:744–753.
47. Sutton R, Barto A (1998) Reinforcement learning. Cambridge, MA: MIT.
48. Talairach J, Tournoux P (1988) Co-planar stereotaxic atlas of the human brain. New York: George Thieme Verlag.
49. Tricomi E, Rangel A, Camerer CF, O’Doherty JP (2010) Neural evidence for inequality-averse social preferences. Nature 463:1089–1091.
50. Uchino BN (2009) Understanding the links between social support and physical health. Perspectives in Psychological Science 4:236–255.
51. van’t Wout M, Sanfey AG (2008) Friend or foe: the effect of implicit trustworthiness judgments in social decision-making. Cognition 108:796– 803.
52. Xiang T, Lohrenz T, Montague PR (2013) Computational substrates of norms and their violations during social exchange. J Neurosci 33:1099– 1108a.