MEG Signatures of a Perceived Match or Mismatch between Individual and Group Opinions

Humans often adjust their opinions to the perceived opinions of others. Neural responses to a perceived match or mismatch between individual and group opinions have been investigated previously, but some findings are inconsistent. In this study, we used magnetoencephalographic source imaging to investigate further neural responses to the perceived opinions of others. We found that group opinions mismatching with individual opinions evoked responses in the anterior and posterior medial prefrontal cortices, as well as in the temporoparietal junction and ventromedial prefrontal cortex in the 220–320 and 380–530 ms time windows. Evoked responses were accompanied by an increase in the power of theta oscillations (4–8 Hz) over a number of frontal cortical sites. Group opinions matching with individual opinions evoked an increase in amplitude of beta oscillations (13–30 Hz) in the anterior cingulate and ventral medial prefrontal cortices. Based on these results, we argue that distinct valuation and performance-monitoring neural circuits in the medial cortices of the brain may monitor compliance of individual behavior to the perceived group norms.

[1]  C. Spielberger,et al.  Manual for the State-Trait Anxiety Inventory , 1970 .

[2]  S. Gosling,et al.  A very brief measure of the Big-Five personality domains , 2003 .

[3]  Riitta Hari,et al.  Removal of magnetoencephalographic artifacts with temporal signal‐space separation: Demonstration with single‐trial auditory‐evoked responses , 2009, Human brain mapping.

[4]  Jörg Rieskamp,et al.  Electrophysiological precursors of social conformity , 2012, Social cognitive and affective neuroscience.

[5]  Richard M. Leahy,et al.  Brainstorm: A User-Friendly Application for MEG/EEG Analysis , 2011, Comput. Intell. Neurosci..

[6]  M. Schoenfeld,et al.  Temporal dynamics of reward processing revealed by magnetoencephalography , 2011, Human brain mapping.

[7]  R. Oostenveld,et al.  Nonparametric statistical testing of EEG- and MEG-data , 2007, Journal of Neuroscience Methods.

[8]  F. Carver,et al.  Complex relationship between BOLD signal and synchronization/desynchronization of human brain MEG oscillations , 2007, Human brain mapping.

[9]  Timothy Edward John Behrens,et al.  Contrasting roles for cingulate and orbitofrontal cortex in decisions and social behaviour , 2007, Trends in Cognitive Sciences.

[10]  R. Ilmoniemi,et al.  Interpreting magnetic fields of the brain: minimum norm estimates , 2006, Medical and Biological Engineering and Computing.

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

[12]  Joachim Gross,et al.  Good practice for conducting and reporting MEG research , 2013, NeuroImage.

[13]  K. R. Ridderinkhof,et al.  Medial frontal cortex and response conflict: Evidence from human intracranial EEG and medial frontal cortex lesion , 2008, Brain Research.

[14]  Raymond J. Dolan,et al.  An MEG signature corresponding to an axiomatic model of reward prediction error , 2012, NeuroImage.

[15]  Clay B. Holroyd,et al.  Reinforcement-related brain potentials from medial frontal cortex: origins and functional significance , 2004, Neuroscience & Biobehavioral Reviews.

[16]  Paul J. Whalen,et al.  Are Attractive People Rewarding? Sex Differences in the Neural Substrates of Facial Attractiveness , 2008, Journal of Cognitive Neuroscience.

[17]  Michael X. Cohen,et al.  Frontal Oscillatory Dynamics Predict Feedback Learning and Action Adjustment , 2011, Journal of Cognitive Neuroscience.

[18]  Daniel G. Dillon,et al.  Individual differences in reinforcement learning: Behavioral, electrophysiological, and neuroimaging correlates , 2008, NeuroImage.

[19]  Michael X. Cohen,et al.  Behavioral / Systems / Cognitive Reinforcement Learning Signals Predict Future Decisions , 2007 .

[20]  James F. Cavanagh,et al.  Common medial frontal mechanisms of adaptive control in humans and rodents , 2013, Nature Neuroscience.

[21]  Yue-Jia Luo,et al.  Anxiety and feedback negativity. , 2010, Psychophysiology.

[22]  Anton Aluja,et al.  Development of the Zuckerman–Kuhlman–Aluja Personality Questionnaire (ZKA–PQ): A Factor/Facet Version of the Zuckerman–Kuhlman Personality Questionnaire (ZKPQ) , 2010, Journal of personality assessment.

[23]  Thomas F Münte,et al.  Coupling electrophysiological and hemodynamic responses to errors , 2012, Human brain mapping.

[24]  Keise Izuma,et al.  The neural basis of social influence and attitude change , 2013, Current Opinion in Neurobiology.

[25]  C. Frith,et al.  InforaPenny,inforaPound:MethylphenidateReducesthe InhibitoryEffectofHighStakesonPersistentRiskyChoice , 2012 .

[26]  J. Rotter Generalized expectancies for internal versus external control of reinforcement. , 1966, Psychological monographs.

[27]  R M Leahy,et al.  A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG. , 1999, Physics in medicine and biology.

[28]  A. Rodríguez-Fornells,et al.  Neuroscience and Biobehavioral Reviews the Role of High-frequency Oscillatory Activity in Reward Processing and Learning , 2022 .

[29]  R. Dolan,et al.  How the Opinion of Others Affects Our Valuation of Objects , 2010, Current Biology.

[30]  Jonathan D. Cohen,et al.  Opposing BOLD responses to reciprocated and unreciprocated altruism in putative reward pathways , 2004, Neuroreport.

[31]  A. Mehrabian,et al.  Analysis of affiliation-related traits in terms of the PAD Temperament Model. , 1997, The Journal of psychology.

[32]  Mircea Ariel Schoenfeld,et al.  Magneto- and electroencephalographic manifestations of reward anticipation and delivery , 2012, NeuroImage.

[33]  Jed A. Meltzer,et al.  Transverse patterning dissociates human EEG theta power and hippocampal BOLD activation. , 2009, Psychophysiology.

[34]  R. Compton,et al.  Social deviance activates the brain’s error-monitoring system , 2012, Cognitive, affective & behavioral neuroscience.

[35]  John R. Anderson,et al.  Learning from experience: Event-related potential correlates of reward processing, neural adaptation, and behavioral choice , 2012, Neuroscience & Biobehavioral Reviews.

[36]  N. Sadato,et al.  Processing of Social and Monetary Rewards in the Human Striatum , 2008, Neuron.

[37]  John J. B. Allen,et al.  Theta lingua franca: a common mid-frontal substrate for action monitoring processes. , 2012, Psychophysiology.

[38]  Robert F. Simons,et al.  Anxiety and error-related brain activity , 2003, Biological Psychology.

[39]  Michael X. Cohen,et al.  Reward expectation modulates feedback-related negativity and EEG spectra , 2007, NeuroImage.

[40]  David Cucurell,et al.  Human oscillatory activity associated to reward processing in a gambling task , 2008, Neuropsychologia.

[41]  G. Pagnoni,et al.  A Neural Basis for Social Cooperation , 2002, Neuron.

[42]  Gregory S. Berns,et al.  Neural mechanisms of the influence of popularity on adolescent ratings of music , 2010, NeuroImage.

[43]  Clay B. Holroyd,et al.  The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. , 2002, Psychological review.

[44]  N. Makris,et al.  Multimodal neuroimaging dissociates hemodynamic and electrophysiological correlates of error processing , 2011, Proceedings of the National Academy of Sciences.

[45]  J. Grafman,et al.  Human fronto–mesolimbic networks guide decisions about charitable donation , 2006, Proceedings of the National Academy of Sciences.

[46]  Caroline Di Bernardi Luft,et al.  Learning from feedback: The neural mechanisms of feedback processing facilitating better performance , 2014, Behavioural Brain Research.

[47]  G. Fernández,et al.  Downregulation of the Posterior Medial Frontal Cortex Prevents Social Conformity , 2011, The Journal of Neuroscience.

[48]  James F. Cavanagh,et al.  Frontal theta links prediction errors to behavioral adaptation in reinforcement learning , 2010, NeuroImage.

[49]  Keise Izuma,et al.  Social Manipulation of Preference in the Human Brain , 2013, Neuron.

[50]  Norihiro Sadato,et al.  Processing of the Incentive for Social Approval in the Ventral Striatum during Charitable Donation , 2010, Journal of Cognitive Neuroscience.

[51]  Ernest Mas-Herrero,et al.  Beta oscillations and reward processing: Coupling oscillatory activity and hemodynamic responses , 2015, NeuroImage.