Emotion as signal of product quality

Information asymmetry is an inevitable issue in e-commerce and largely hampers the development of online shopping. The purpose of this paper is to propose a model to investigate the emotional content of online customer reviews, which are considered an efficient way to reduce information asymmetry, as a potential signal of product quality. The moderating effects of perceived empathy and cognitive effort are also explored on the basis of signaling theory.,A laboratory experiment with 120 subjects was used to empirically test the proposed research hypotheses. The subjects were randomly assigned to two treatment groups, with 60 subjects in each group. ANOVA, linear regression and binary logistic regression were used.,The emotional content of online customer reviews positively influences perceived product quality, which subsequently and positively affects purchase decisions. The emotional content of online customer reviews greatly influences perceived product quality when perceived empathy or cognitive effort is high.,This study is the first to extend extrinsic cues to emotional content on the basis of signaling theory and reveals the important role of emotional content of reviews. Moreover, the mediating effect of perceived product quality and the moderating effect of perceived empathy and cognitive effort illustrate the mechanism of the influence of emotional content on purchase decision. Findings demonstrate the positive signal of emotional content and provide important practical implications for sellers and customers.

[1]  William Boulding,et al.  A consumer-side experimental examination of signaling theory: Do , 1993 .

[2]  Clay M. Voorhees,et al.  Signaling Quality: An Examination of the Effects of Marketing- and Nonmarketing-Controlled Signals on Perceptions of Automotive Brand Quality , 2014 .

[3]  Prashanth U. Nyer,et al.  The role of emotions in marketing , 1999 .

[4]  Mark Vandenbosch,et al.  An Empathy-Helping Perspective on Consumers' Responses to Fund-Raising Appeals , 2008 .

[5]  Mark B. Houston,et al.  Can good marketing carry a bad product? Evidence from the motion picture industry , 2006 .

[6]  R. Saxe Uniquely human social cognition , 2006, Current Opinion in Neurobiology.

[7]  Jeffrey T. Hancock,et al.  Experimental evidence of massive-scale emotional contagion through social networks , 2014, Proceedings of the National Academy of Sciences.

[8]  Craig A. Smith,et al.  Patterns of cognitive appraisal in emotion. , 1985, Journal of personality and social psychology.

[9]  Raquel Benbunan-Fich,et al.  Signaling theory and information asymmetry in online commerce , 2012, Inf. Manag..

[10]  Chi-Wen Chen,et al.  Five-star or thumbs-up? The influence of rating system types on users' perceptions of information quality, cognitive effort, enjoyment and continuance intention , 2017, Internet Res..

[11]  John G. Lynch,et al.  Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis , 2010 .

[12]  Charles E. Gengler,et al.  Emotional Contagion Effects on Product Attitudes , 2001 .

[13]  Andrew C. Corbett,et al.  Toward a Cognitive View of Signalling Theory: Individual Attention and Signal Set Interpretation , 2018 .

[14]  Chee-Wee Tan,et al.  The art of appeal in electronic commerce: Understanding the impact of product and website quality on online purchases , 2017, Internet Res..

[15]  Shelly Chaiken,et al.  A theory of heuristic and systematic information processing. , 2012 .

[16]  J.W. Payne,et al.  Understanding contingent choice: a computer simulation approach , 1990, IEEE Trans. Syst. Man Cybern..

[17]  Matthew L. Jensen,et al.  Credibility of Anonymous Online Product Reviews: A Language Expectancy Perspective , 2013, J. Manag. Inf. Syst..

[18]  M. Spence Signaling in Retrospect and the Informational Structure of Markets , 2002 .

[19]  Wei Peng,et al.  Consumer reviews: reviewer avatar facial expression and review valence , 2013, Internet Res..

[20]  Han Zhang,et al.  Anxious or Angry? Effects of Discrete Emotions on the Perceived Helpfulness of Online Reviews , 2014, MIS Q..

[21]  Matthew K. O. Lee,et al.  The impact of electronic word-of-mouth: The adoption of online opinions in online customer communities , 2008, Internet Res..

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

[23]  Yong Liu Word-of-Mouth for Movies: Its Dynamics and Impact on Box Office Revenue , 2006 .

[24]  Alicia A. Grandey,et al.  Service with a smile and encounter satisfaction: emotional contagion and appraisal mechanisms , 2006 .

[25]  Bo Sophia Xiao,et al.  Do actions speak louder than voices? The signaling role of social information cues in influencing consumer purchase decisions , 2014, Decis. Support Syst..

[26]  S. Jang,et al.  Perceived quality, emotions, and behavioral intentions: Application of an extended Mehrabian-Russell model to restaurants , 2009 .

[27]  Jonah Berger,et al.  Positive Effects of Negative Publicity: When Negative Reviews Increase Sales , 2009, Mark. Sci..

[28]  P. Slovic,et al.  The affect heuristic , 2007, European Journal of Operational Research.

[29]  G. Vigliocco,et al.  Emotion words, regardless of polarity, have a processing advantage over neutral words , 2009, Cognition.

[30]  Alok Gupta,et al.  Putting Money Where the Mouths Are: The Relation Between Venture Financing and Electronic Word-of-Mouth , 2012, Inf. Syst. Res..

[31]  Dimple R. Thadani,et al.  The impact of electronic word-of-mouth communication: A literature analysis and integrative model , 2012, Decis. Support Syst..

[32]  Bo Xiao,et al.  Embarrassing Exposures in Online Social Networks: An Integrated Perspective of Privacy Invasion and Relationship Bonding , 2015, Inf. Syst. Res..

[33]  Chuan-Hoo Tan,et al.  Helpfulness of Online Product Reviews as Seen by Consumers: Source and Content Features , 2013, Int. J. Electron. Commer..

[34]  Monic Sun,et al.  How Does the Variance of Product Ratings Matter? , 2010, Manag. Sci..

[35]  Riadh Ladhari,et al.  The effect of consumption emotions on satisfaction and word‐of‐mouth communications , 2007 .

[36]  Lisa Feldman Barrett,et al.  Emotion Words Shape Emotion Percepts , 2022 .

[37]  Nan Hu,et al.  Ratings lead you to the product, reviews help you clinch it? The mediating role of online review sentiments on product sales , 2014, Decis. Support Syst..

[38]  D. Mahr,et al.  The emotional review–reward effect: how do reviews increase impulsivity? , 2018 .

[39]  Barbara B. Stern,et al.  Sympathy and Empathy: Emotional Responses to Advertising Dramas , 2003 .

[40]  David Schuff,et al.  What Makes a Helpful Review? A Study of Customer Reviews on Amazon.com , 2010 .

[41]  Amit M. Joshi,et al.  A Meta-Analysis of Electronic Word-of-Mouth Elasticity , 2015 .

[42]  J. Decety,et al.  The functional architecture of human empathy. , 2004, Behavioral and cognitive neuroscience reviews.

[43]  Michel Laroche,et al.  How Do Expressed Emotions Affect the Helpfulness of a Product Review? Evidence from Reviews Using Latent Semantic Analysis , 2015, Int. J. Electron. Commer..

[44]  Dawn Medlin,et al.  The effect of intrinsic and extrinsic quality cues of digital video games on sales: An empirical investigation , 2018, Decis. Support Syst..

[45]  Elena Karahanna,et al.  The Dark Side of Reviews: The Swaying Effects of Online Product Reviews on Attribute Preference Construction , 2017, MIS Q..

[46]  Stefan Stieglitz,et al.  Emotions and Information Diffusion in Social Media—Sentiment of Microblogs and Sharing Behavior , 2013, J. Manag. Inf. Syst..

[47]  Kai Lung Hui,et al.  What Makes a Review Voted? An Empirical Investigation of Review Voting in Online Review Systems , 2015, J. Assoc. Inf. Syst..

[48]  L. G. Pee,et al.  Signaling effect of website usability on repurchase intention , 2018, Int. J. Inf. Manag..

[49]  Pranjal Gupta,et al.  Emotional expressions in online user reviews: How they influence consumers' product evaluations , 2012 .

[50]  Kristopher J Preacher,et al.  Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models , 2008, Behavior research methods.

[51]  Philip Fei Wu In Search of Negativity Bias: An Empirical Study of Perceived Helpfulness of Online Reviews , 2013 .

[52]  J. Stiglitz The Contributions of the Economics of Information to Twentieth Century Economics , 2000 .

[53]  Robert M. Entman,et al.  Framing: Toward Clarification of a Fractured Paradigm , 1993 .

[54]  Huaping Chen,et al.  Credibility of Electronic Word-of-Mouth: Informational and Normative Determinants of On-line Consumer Recommendations , 2009, Int. J. Electron. Commer..

[55]  Brian L. Connelly,et al.  Signaling Theory: A Review and Assessment , 2011 .

[56]  Kristopher J Preacher,et al.  Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions , 2007, Multivariate behavioral research.

[57]  Wonjoon Kim,et al.  From valence to emotions: Exploring the distribution of emotions in online product reviews , 2016, Decis. Support Syst..

[58]  Albert Caruana,et al.  The role of corporate social responsibility, perceived quality and corporate reputation on purchase intention: Implications for brand management , 2012, Journal of Brand Management.

[59]  Nathalia Purnawirawan,et al.  Balance and Sequence in Online Reviews: How Perceived Usefulness Affects Attitudes and Intentions , 2012 .

[60]  Blair Kidwell,et al.  More than a Feeling: Emotional Contagion Effects in Persuasive Communication , 2015 .

[61]  A. Rao,et al.  No Pain, No Gain: A Critical Review of the Literature on Signaling Unobservable Product Quality , 2000 .

[62]  Q. Ye,et al.  Analysis of the Perceived Value of Online Tourism Reviews: Influence of Readability and Reviewer Characteristics , 2016 .

[63]  Patrick De Pelsmacker,et al.  EXPERT REVIEWERS BEWARE! THE EFFECTS OF REVIEW SET BALANCE, REVIEW SOURCE AND REVIEW CONTENT ON CONSUMER RESPONSES TO ONLINE REVIEWS , 2014 .

[64]  V. Zeithaml Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence: , 1988 .

[65]  Omar P. Woodham,et al.  I Know What I Like, I Like What I Know: How Breadth of Brand Experience and Cognitive Effort Influence Brand Switching , 2017 .

[66]  Bria Dunham,et al.  The Role for Signaling Theory and Receiver Psychology in Marketing , 2011 .

[67]  R. Shachar,et al.  On Brands and Word of Mouth , 2013 .

[68]  Prashanth U. Nyer A study of the relationships between cognitive appraisals and consumption emotions , 1997 .

[69]  Yong Liu,et al.  When do Third-Party Product Reviews Affect Firm Value and what can Firms Do? The Case of Media Critics and Professional Movie Reviews , 2012 .

[70]  Kristen A. Lindquist,et al.  Opinion TRENDS in Cognitive Sciences Vol.11 No.8 Cognitive-emotional interactions Language as context for the , 2022 .