Neural mechanisms of the influence of popularity on adolescent ratings of music

It is well-known that social influences affect consumption decisions. We used functional magnetic resonance imaging (fMRI) to elucidate the neural mechanisms associated with social influence with regard to a common consumer good: music. Our study population was adolescents, age 12-17. Music is a common purchase in this age group, and it is widely believed that adolescent behavior is influenced by perceptions of popularity in their reference group. Using 15-s clips of songs from MySpace.com, we obtained behavioral measures of preferences and neurobiological responses to the songs. The data were gathered with, and without, the overall popularity of the song revealed. Song popularity had a significant effect on the participants' likability ratings of the songs. fMRI results showed a strong correlation between the participants' rating and activity in the caudate nucleus, a region previously implicated in reward-driven actions. The tendency to change one's evaluation of a song was positively correlated with activation in the anterior insula and anterior cingulate, two regions that are associated with physiological arousal and negative affective states. Sensitivity to popularity was linked to lower activation levels in the middle temporal gyrus, suggesting a lower depth of musical semantic processing. Our results suggest that a principal mechanism whereby popularity ratings affect consumer choice is through the anxiety generated by the mismatch between one's own preferences and others'. This mismatch anxiety motivates people to switch their choices in the direction of the consensus. Our data suggest that this is a major force behind the conformity observed in music tastes in some teenagers.

[1]  Stefan Koelsch,et al.  Adults and children processing music: An fMRI study , 2005, NeuroImage.

[2]  G. Zinkhan,et al.  Consumer Conformity: Review and Applications for Marketing Theory and Practice , 1999 .

[3]  E. Rolls The orbitofrontal cortex and reward. , 2000, Cerebral cortex.

[4]  L. Becerra,et al.  Neural circuitry underlying pain modulation: expectation, hypnosis, placebo , 2003, Trends in Cognitive Sciences.

[5]  R. Peyron,et al.  Functional imaging of brain responses to pain. A review and meta-analysis (2000) , 2000, Neurophysiologie Clinique/Clinical Neurophysiology.

[6]  A. Craig,et al.  Pain mechanisms: labeled lines versus convergence in central processing. , 2003, Annual review of neuroscience.

[7]  Paul Glimcher,et al.  Physiological utility theory and the neuroeconomics of choice , 2005, Games Econ. Behav..

[8]  Paul J Laurienti,et al.  The subjective experience of pain: where expectations become reality. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[9]  S. Fiske,et al.  Social Psychology , 2019, Definitions.

[10]  S. Koelsch Neural substrates of processing syntax and semantics in music , 2005, Current Opinion in Neurobiology.

[11]  Colin Camerer,et al.  A framework for studying the neurobiology of value-based decision making , 2008, Nature Reviews Neuroscience.

[12]  G. Fernández,et al.  Reinforcement Learning Signal Predicts Social Conformity , 2009, Neuron.

[13]  T. Cason,et al.  Social Influence in the Sequential Dictator Game. , 1998, Journal of mathematical psychology.

[14]  David I. Laibson,et al.  Neuroeconomics : How Neuroscience Can Inform Economics , 2003 .

[15]  Vinod Menon,et al.  Musical structure is processed in “language” areas of the brain: a possible role for Brodmann Area 47 in temporal coherence , 2003, NeuroImage.

[16]  A. Friederici,et al.  Investigating emotion with music: An fMRI study , 2006, Human brain mapping.

[17]  G. Loewenstein,et al.  Neural Predictors of Purchases , 2007, Neuron.

[18]  G. Glover,et al.  Earlier Development of the Accumbens Relative to Orbitofrontal Cortex Might Underlie Risk-Taking Behavior in Adolescents , 2006, The Journal of Neuroscience.

[19]  Gregory S. Berns,et al.  Neurobiological regret and rejoice functions for aversive outcomes , 2008, NeuroImage.

[20]  David J. Cooper,et al.  Social Interaction Effects and Choice Under Uncertainty. An Experimental Study , 2008 .

[21]  M. Deutsch,et al.  A study of normative and informational social influences upon individual judgement. , 1955, Journal of abnormal psychology.

[22]  S. Quartz,et al.  Neural Differentiation of Expected Reward and Risk in Human Subcortical Structures , 2006, Neuron.

[23]  William O. Bearden,et al.  Attention to Social Comparison Information: An Individual Difference Factor Affecting Consumer Conformity , 1990 .

[24]  Caroline F. Zink,et al.  Neurobiological Correlates of Social Conformity and Independence During Mental Rotation , 2005, Biological Psychiatry.

[25]  C. Monica Capra,et al.  Conformity in Contribution Games: Gender and Group Effects , 2006 .

[26]  A. Craig How do you feel? Interoception: the sense of the physiological condition of the body , 2002, Nature Reviews Neuroscience.

[27]  Matthew T. Kaufman,et al.  Distributed Neural Representation of Expected Value , 2005, The Journal of Neuroscience.

[28]  M. F. Luce,et al.  Constructive Consumer Choice Processes , 1998 .

[29]  P. Slovic The Construction of Preference , 1995 .

[30]  Matthew Brett,et al.  Rhythm and Beat Perception in Motor Areas of the Brain , 2007, Journal of Cognitive Neuroscience.

[31]  Jonathan Berger,et al.  Neural Dynamics of Event Segmentation in Music: Converging Evidence for Dissociable Ventral and Dorsal Networks , 2007, Neuron.

[32]  G. Pagnoni,et al.  Does Anticipation of Pain Affect Cortical Nociceptive Systems? , 2002, The Journal of Neuroscience.

[33]  H. Guetzkow,et al.  Groups, Leadership, and Men , 1952 .

[34]  Jennifer Edson Escalas,et al.  Self‐Construal, Reference Groups, and Brand Meaning , 2005 .

[35]  Jeffrey P. Carpenter,et al.  When in Rome: conformity and the provision of public goods , 2004 .

[36]  C. Padoa-Schioppa,et al.  Neurons in the orbitofrontal cortex encode economic value , 2006, Nature.

[37]  R. Poldrack Can cognitive processes be inferred from neuroimaging data? , 2006, Trends in Cognitive Sciences.

[38]  P. Montague,et al.  Neural Economics and the Biological Substrates of Valuation , 2002, Neuron.

[39]  M. Roesch,et al.  Encoding of Time-Discounted Rewards in Orbitofrontal Cortex Is Independent of Value Representation , 2006, Neuron.

[40]  R. Zatorre,et al.  Intensely pleasurable responses to music correlate with activity in brain regions implicated in reward and emotion , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[41]  Jonathan D. Cohen,et al.  The Neural Basis of Economic Decision-Making in the Ultimatum Game , 2003, Science.

[42]  J. O'Doherty,et al.  Marketing actions can modulate neural representations of experienced pleasantness , 2008, Proceedings of the National Academy of Sciences.

[43]  S. Asch Effects of Group Pressure Upon the Modification and Distortion of Judgments , 1951 .

[44]  D. Ariely,et al.  Tom Sawyer and the Construction of Value , 2005 .

[45]  W. Schultz,et al.  Relative reward preference in primate orbitofrontal cortex , 1999, Nature.

[46]  Matthew D. Lieberman,et al.  Does Rejection Hurt? An fMRI Study of Social Exclusion , 2003, Science.

[47]  Terry L. Childers,et al.  The Influence of Familial and Peer-Based Reference Groups on Consumer Decisions , 1992 .

[48]  Marc Leman,et al.  The Cortical Topography of Tonal Structures Underlying Western Music , 2002, Science.

[49]  J. O'Doherty,et al.  Decoding the neural substrates of reward-related decision making with functional MRI , 2007, Proceedings of the National Academy of Sciences.

[50]  Gregory S. Berns,et al.  Nonlinear neurobiological probability weighting functions for aversive outcomes , 2008, NeuroImage.

[51]  R. Zatorre,et al.  When the brain plays music: auditory–motor interactions in music perception and production , 2007, Nature Reviews Neuroscience.

[52]  L. Steinberg,et al.  Age differences in resistance to peer influence. , 2007, Developmental psychology.

[53]  G. Pagnoni,et al.  Neurobiological Substrates of Dread , 2006, Science.

[54]  Noah J. Goldstein,et al.  Social influence: compliance and conformity. , 2004, Annual review of psychology.

[55]  William T. Harbaugh,et al.  Risk Attitudes of Children and Adults: Choices Over Small and Large Probability Gains and Losses , 2002 .

[56]  J. O'Doherty,et al.  Empathy for Pain Involves the Affective but not Sensory Components of Pain , 2004, Science.

[57]  H. Critchley,et al.  Neural systems supporting interoceptive awareness , 2004, Nature Neuroscience.

[58]  E. Saltzman,et al.  Action Representation of Sound: Audiomotor Recognition Network While Listening to Newly Acquired Actions , 2007, The Journal of Neuroscience.

[59]  U. Fischbacher,et al.  The Neural Signature of Social Norm Compliance , 2007, Neuron.