Advancing consumer neuroscience

In the first decade of consumer neuroscience, strong progress has been made in understanding how neuroscience can inform consumer decision making. Here, we sketch the development of this discipline and compare it to that of the adjacent field of neuroeconomics. We describe three new frontiers for ongoing progress at both theoretical and applied levels. First, the field will broaden its boundaries to include genetics and molecular neuroscience, each of which will provide important new insights into individual differences in decision making. Second, recent advances in computational methods will improve the accuracy and out-of-sample generalizability of predicting decisions from brain activity. Third, sophisticated meta-analyses will help consumer neuroscientists to synthesize the growing body of knowledge, providing evidence for consistency and specificity of brain activations and their reliability as measurements of consumer behavior.

[1]  Joseph W. Kable,et al.  The valuation system: A coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value , 2013, NeuroImage.

[2]  Dino J. Levy,et al.  The root of all value: a neural common currency for choice , 2012, Current Opinion in Neurobiology.

[3]  P. Froguel,et al.  The genetics of human obesity , 2005, Nature Reviews Genetics.

[4]  William M. Hedgcock,et al.  Trade-Off Aversion as an Explanation for the Attraction Effect: A Functional Magnetic Resonance Imaging Study , 2009 .

[5]  M. F. Luce,et al.  Separate Neural Mechanisms Underlie Choices and Strategic Preferences in Risky Decision Making , 2009, Neuron.

[6]  Colin Camerer,et al.  Neural Systems Responding to Degrees of Uncertainty in Human Decision-Making , 2005, Science.

[7]  Hilke Plassmann,et al.  Branding the brain: A critical review and outlook , 2012 .

[8]  Eric J. Johnson,et al.  Behavioral decision research: A constructive processing perspective. , 1992 .

[9]  J. Zaichkowsky,et al.  Aesthetic package design: A behavioral, neural, and psychological investigation , 2010 .

[10]  Robert Plomin,et al.  Nature and nurture an introduction to human behavioral genetics , 1996 .

[11]  J. Bettman,et al.  Decision Neuroscience , 2005 .

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

[13]  P. Glimcher.  Foundations of Neuroeconomic Analysis , 2010 .

[14]  Russell A. Poldrack,et al.  Large-scale automated synthesis of human functional neuroimaging data , 2011, Nature Methods.

[15]  Colin Camerer,et al.  Neural signatures of strategic types in a two-person bargaining game , 2010, Proceedings of the National Academy of Sciences.

[16]  J. Rilling,et al.  The neuroscience of social decision-making. , 2011, Annual review of psychology.

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

[18]  Guillén Fernández,et al.  Brain Mechanisms of Persuasion: How "Expert Power" Modulates Memory and Attitudes , 2008, Social cognitive and affective neuroscience.

[19]  S. Quartz,et al.  The Right and the Good: Distributive Justice and Neural Encoding of Equity and Efficiency , 2008, Science.

[20]  Faruk Gul,et al.  The Case for Mindless Economics , 2005 .

[21]  Robert Plomin,et al.  Prosocial behavior from early to middle childhood: genetic and environmental influences on stability and change. , 2006, Developmental psychology.

[22]  Brian Knutson,et al.  Appetite, Consumption, and Choice in the Human Brain , 2014 .

[23]  P. Glimcher,et al.  The neural correlates of subjective value during intertemporal choice , 2007, Nature Neuroscience.

[24]  L. O’Connell,et al.  Evolution of a Vertebrate Social Decision-Making Network , 2012, Science.

[25]  Scott A. Huettel,et al.  Translating upwards: linking the neural and social sciences via neuroeconomics , 2012, Nature Reviews Neuroscience.

[26]  Samuel M. McClure,et al.  Neural Correlates of Behavioral Preference for Culturally Familiar Drinks , 2004, Neuron.

[27]  Guillén Fernández,et al.  Celebrities and Shoes on the Female Brain: The Neural Correlates of Product Evaluation in the Context of Fame , 2009 .

[28]  Aner Sela,et al.  On the Heritability of Consumer Decision Making: An Exploratory Approach for Studying Genetic Effects on Judgment and Choice , 2011 .

[29]  S. Huettel,et al.  A nexus model of the temporal–parietal junction , 2013, Trends in Cognitive Sciences.

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

[31]  Matthew D. Lieberman,et al.  Social cognitive neuroscience: a review of core processes. , 2007, Annual review of psychology.

[32]  Jonathan D. Cohen,et al.  Imaging valuation models in human choice. , 2006, Annual review of neuroscience.

[33]  Israel Liberzon,et al.  Decision neuroscience and consumer decision making , 2012 .

[34]  D. Ariely,et al.  Neuromarketing: the hope and hype of neuroimaging in business , 2010, Nature Reviews Neuroscience.

[35]  S. Brunak,et al.  Mining electronic health records: towards better research applications and clinical care , 2012, Nature Reviews Genetics.

[36]  Tom M. Mitchell,et al.  Machine learning classifiers and fMRI: A tutorial overview , 2009, NeuroImage.

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

[38]  G. Berns,et al.  A Neural Predictor of Cultural Popularity , 2010 .

[39]  S. Chew,et al.  Source preference and ambiguity aversion: models and evidence from behavioral and neuroimaging experiments. , 2008, Advances in health economics and health services research.

[40]  A. Schotter,et al.  The foundations of positive and normative economics : a handbook , 2008 .

[41]  Jonathan E. Taylor,et al.  Interpretable whole-brain prediction analysis with GraphNet , 2013, NeuroImage.

[42]  Daniel R Weinberger,et al.  Intermediate phenotypes in psychiatric disorders. , 2011, Current opinion in genetics & development.

[43]  Carolyn Yoon,et al.  Integrating neurophysiological and psychological approaches: Towards an advancement of brand insights , 2012 .

[44]  Colin Camerer,et al.  Self-control in decision-making involves modulation of the vmPFC valuation system , 2009, NeuroImage.

[45]  Emily B. Falk,et al.  From Neural Responses to Population Behavior , 2012, Psychological science.

[46]  Ayse K. Uskul,et al.  Culture, mind, and the brain: current evidence and future directions. , 2011, Annual review of psychology.

[47]  D. Kumaran,et al.  Frames, Biases, and Rational Decision-Making in the Human Brain , 2006, Science.

[48]  James H. Fowler,et al.  Heritability of cooperative behavior in the trust game , 2008, Proceedings of the National Academy of Sciences.