How do social-based cues influence consumers’ online purchase decisions? An event-related potential study

Product rating and sales are two important social-based cues in online shopping. This study applies the event-related potential (ERP) approach to explore the underlying neural mechanism of the joint influence of these two cues on consumers’ decision-making. Behavioral data show that product rating has a greater impact on the purchasing rate than sales, which positively moderates the latter’s effect and supports cue-diagnosticity theory. Electrophysiological data provide further explanations for the observed behavioral pattern. Analyses of main ERP components suggest that consumers go through a series of cognitive processes from processing of perceived risk (N2) and informational conflict (N400) to evaluative categorization (LPP) before making the final purchasing decision. Specifically, product rating significantly influences the risk perception while the combination of high rating and low sales elicits significant cognitive conflict. Both cues are adopted by consumers to make an overall evaluation based on their similarity to the criterion.

[1]  Paul Slovic,et al.  Comparison of Bayesian and Regression Approaches to the Study of Information Processing in Judgment. , 1971 .

[2]  H. H. Kassarjian Personality and Consumer Behavior: A Review , 1971 .

[3]  M. Kutas,et al.  Reading senseless sentences: brain potentials reflect semantic incongruity. , 1980, Science.

[4]  J. Cacioppo,et al.  Central and Peripheral Routes to Advertising Effectiveness: The Moderating Role of Involvement , 1983 .

[5]  John J. Skowronski,et al.  Social judgment and social memory: The role of cue diagnosticity in negativity, positivity, and extremity biases. , 1987 .

[6]  John Sweller,et al.  Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..

[7]  J. C. Andrews,et al.  A Framework for Conceptualizing and Measuring the Involvement Construct in Advertising Research , 1990 .

[8]  R. Näätänen The role of attention in auditory information processing as revealed by event-related potentials and other brain measures of cognitive function , 1990, Behavioral and Brain Sciences.

[9]  Daniel Kahneman,et al.  Anomalies: The Endowment Effect, Loss Aversion, and Status Quo Bias , 1991 .

[10]  D. Kahneman,et al.  Anomalies: The Endowment Effect, Loss Aversion, and Status Quo Bias , 1991 .

[11]  T W Picton,et al.  The P300 Wave of the Human Event‐Related Potential , 1992, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

[12]  Amos Tversky,et al.  Implicit Quantification of Personality Traits , 1993 .

[13]  J. Cacioppo,et al.  Bioelectrical echoes from evaluative categorizations: I. A late positive brain potential that varies as a function of trait negativity and extremity. , 1994, Journal of personality and social psychology.

[14]  J. Cacioppo,et al.  Electrophysiological Evidence of Implicit and Explicit Categorization Processes , 2000 .

[15]  L Carretié,et al.  Emotion, attention, and the 'negativity bias', studied through event-related potentials. , 2001, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[16]  M.H.P. Kleijnen,et al.  Customer adoption of e‐service: an experimental study , 2001 .

[17]  Joydeep Srivastava,et al.  Effect of Manufacturer Reputation, Retailer Reputation, and Product Warranty on Consumer Judgments of Product Quality: A Cue Diagnosticity Framework , 2001 .

[18]  Linden J. Ball,et al.  An Eye Movement Analysis of Web Page Usability , 2002 .

[19]  D. Tucker,et al.  Frontal and posterior sources of event-related potentials in semantic comprehension. , 2004, Brain research. Cognitive brain research.

[20]  Dhruv Grewal,et al.  The Effect of Multiple Extrinsic Cues on Quality Perceptions: A Matter of Consistency , 2005 .

[21]  D. Kahneman,et al.  The Boundaries of Loss Aversion , 2005 .

[22]  Jen-Hung Huang,et al.  Herding in online product choice , 2006 .

[23]  N. Squires,et al.  Electrophysiological correlates of categorization: P300 amplitude as index of target similarity , 2006, Biological Psychology.

[24]  Izak Benbasat,et al.  Research Note: The Influence of Recommendations and Consumer Reviews on Evaluations of Websites , 2006, Inf. Syst. Res..

[25]  David M. Boush,et al.  Trustmarks, objective-source ratings, and implied investments in advertising: Investigating online trust and the context-specific nature of internet signals , 2006 .

[26]  Sandra J. E. Langeslag,et al.  Event-related potential responses to love-related facial stimuli , 2007, Biological Psychology.

[27]  D. Fugate Neuromarketing: a layman's look at neuroscience and its potential application to marketing practice , 2007 .

[28]  Paul A. Pavlou,et al.  Understanding and Mitigating Uncertainty in Online Exchange Relationships: A Principal-Agent Perspective , 2007, MIS Q..

[29]  Qinglin Zhang,et al.  The neural basis of risky decision-making in a blackjack task , 2007, Neuroreport.

[30]  Qingguo Ma,et al.  P300 and categorization in brand extension , 2008, Neuroscience Letters.

[31]  Jonathan R. Folstein,et al.  Novelty and conflict in the categorization of complex stimuli. , 2008, Psychophysiology.

[32]  Ingoo Han,et al.  The effect of negative online consumer reviews on product attitude: An information processing view , 2008, Electron. Commer. Res. Appl..

[33]  Jonathan R. Folstein,et al.  Influence of cognitive control and mismatch on the N2 component of the ERP: a review. , 2007, Psychophysiology.

[34]  Yi-Fen Chen,et al.  Herd behavior in purchasing books online , 2008, Comput. Hum. Behav..

[35]  D. E. Fleming,et al.  Gender-selective effects of the P300 and N400 components of the visual evoked potential , 2008, Vision Research.

[36]  Greg Hajcak,et al.  The persistence of attention to emotion: brain potentials during and after picture presentation. , 2008, Emotion.

[37]  Joseph S. Valacich,et al.  The Influence of Website Characteristics on a Consumer's Urge to Buy Impulsively , 2009, Inf. Syst. Res..

[38]  Rebeca San José-Cabezudo,et al.  The Combined Influence of Central and Peripheral Routes in the Online Persuasion Process , 2009, Cyberpsychology Behav. Soc. Netw..

[39]  Izak Benbasat,et al.  Trust-Assuring Arguments in B2C E-commerce: Impact of Content, Source, and Price on Trust , 2009, J. Manag. Inf. Syst..

[40]  Mingliang Chen,et al.  Cognitive and emotional conflicts of counter-conformity choice in purchasing books online: An event-related potentials study , 2010, Biological Psychology.

[41]  Guohua Wu,et al.  The effects of Web assurance seals on consumers' initial trust in an online vendor: A functional perspective , 2010, Decis. Support Syst..

[42]  Mingliang Chen,et al.  The Neural and Psychological Basis of Herding in Purchasing Books Online: An Event-Related Potential Study , 2009, Cyberpsychology Behav. Soc. Netw..

[43]  Yi-Fen Chen,et al.  Auction Fever: Exploring Informational Social Influences on Bidder Choices , 2011, Cyberpsychology Behav. Soc. Netw..

[44]  Michiel M. A. Spapé,et al.  Author's Personal Copy Biological Psychology Compatibility-sequence Effects in the Simon Task Reflect Episodic Retrieval but Not Conflict Adaptation: Evidence from Lrp and N2 , 2022 .

[45]  E. Van Dijk,et al.  Social Comparison Affects Brain Responses to Fairness in Asset Division: An ERP Study with the Ultimatum Game , 2011, Front. Hum. Neurosci..

[46]  Jonathan D. Cohen,et al.  Parametric Manipulation of the Conflict Signal and Control-state Adaptation , 2011, Journal of Cognitive Neuroscience.

[47]  Joseph S. Valacich,et al.  What Signals Are You Sending? How Website Quality Influences Perceptions of Product Quality and Purchase Intentions , 2011, MIS Q..

[48]  Kara D. Federmeier,et al.  Thirty years and counting: finding meaning in the N400 component of the event-related brain potential (ERP). , 2011, Annual review of psychology.

[49]  Alexandre N. Tuch,et al.  Vertical versus dynamic menus on the world wide web: Eye tracking study measuring the influence of menu design and task complexity on user performance and subjective preference , 2011, Comput. Hum. Behav..

[50]  David R. Herring,et al.  Electrophysiological responses to evaluative priming: the LPP is sensitive to incongruity. , 2011, Emotion.

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

[52]  Sonia San-Martín,et al.  A Cross-National Study on Online Consumer Perceptions, Trust, and Loyalty , 2012 .

[53]  Sonja Utz,et al.  Consumers rule: How consumer reviews influence perceived trustworthiness of online stores , 2012, Electron. Commer. Res. Appl..

[54]  Angelika Dimoka,et al.  On the Use of Neuropyhsiological Tools in IS Research: Developing a Research Agenda for NeuroIS , 2012, MIS Q..

[55]  Scott A. Baldwin,et al.  Performance monitoring following conflict: Internal adjustments in cognitive control? , 2012, Neuropsychologia.

[56]  Roger J. Calantone,et al.  Effectiveness of Marketing Cues on Consumer Perceptions of Quality: The Moderating Roles of Brand Reputation and Third-Party Information , 2013 .

[57]  Norazah Mohd Suki Consumer shopping behaviour on the Internet: insights from Malaysia , 2013, Electron. Commer. Res..

[58]  Yannick Marchand,et al.  Impact of stimulus similarity between the probe and the irrelevant items during a card-playing deception detection task: The “irrelevants” are not irrelevant , 2013, Journal of clinical and experimental neuropsychology.

[59]  Qing-guo Ma,et al.  Event-related potentials show taste and risk effects on food evaluation , 2014, Neuroreport.

[60]  K. Kendrick,et al.  Social conflicts elicit an N400-like component , 2014, Neuropsychologia.

[61]  Patrick Y. K. Chau,et al.  Informational and Normative Social Influence in Group-Buying: Evidence from Self-Reported and EEG Data , 2014, J. Manag. Inf. Syst..

[62]  Qingguo Ma,et al.  Influence of negative emotion on the framing effect: evidence from event-related potentials , 2015, Neuroreport.

[63]  Qingguo Ma,et al.  You did not mean it: Perceived good intentions alleviate sense of unfairness. , 2015, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.