Development of a scale to measure skepticism toward electronic word-of-mouth

In recent years, electronic word-of-mouth (eWOM) has become an influential factor affecting Internet users' perceptions and behaviors (Chatterjee 2001; Lee et?al. 2009). However, as more evidence demonstrating the utilization of fake eWOM has been discovered (Forrest and Cao 2010; Malbon 2013), Internet users' trust of eWOM may have been severely undermined, and they may have developed skepticism about this kind of communication in general. Current measurement scales for evaluating Internet users' suspicions/distrust toward eWOM messages are adopted from the marketing discipline and developed for advertising skepticism, which is contextually different from skepticism toward eWOM. The purpose of this study is to create a new measurement scales for eWOM skepticism. Using data from a preliminary survey, new measurement items for eWOM skepticism were established. Then, the new items were validated using a second survey dataset. The reliability and validity of the new scales suggested that the new instrument is suitable for measuring eWOM skepticism. This study contributes to the eWOM literature by highlighting the importance of investigating eWOM situations from the perspective of suspicion and distrust.

[1]  Kai H. Lim,et al.  Effects of conflicting aggregated rating on eWOM review credibility and diagnosticity: The moderating role of review valence , 2012, Decis. Support Syst..

[2]  Chrysanthos Dellarocas,et al.  Exploring the value of online product reviews in forecasting sales: The case of motion pictures , 2007 .

[3]  S. Shapiro The Social Control of Impersonal Trust , 1987, American Journal of Sociology.

[4]  William M. K. Trochim,et al.  Research methods knowledge base , 2001 .

[5]  P. Chatterjee,et al.  Online Reviews: Do Consumers Use Them? , 2006 .

[6]  David W. Gerbing,et al.  An Updated Paradigm for Scale Development Incorporating Unidimensionality and Its Assessment , 1988 .

[7]  Charles J. Kacmar,et al.  The impact of initial consumer trust on intentions to transact with a web site: a trust building model , 2002, J. Strateg. Inf. Syst..

[8]  Matti Rossi,et al.  Mobile Games: Analyzing the Needs and Values of the Consumers , 2010 .

[9]  Dwayne D. Gremler,et al.  Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? , 2004 .

[10]  N. Ashkanasy Roderick M. Kramer and Karen S. Cook (eds.), 2004. Trust and Distrust in Organizations: Dilemmas and Approaches. New York: Russell Sage Foundation; Russell Hardin (ed.), 2004. Distrust. New York: Russell Sage Foundation , 2005 .

[11]  Gregory M. Rose,et al.  Adolescent Skepticism toward TV Advertising and Knowledge of Advertiser Tactics , 1994 .

[12]  Rex S. Toh,et al.  Travel Planning , 2011 .

[13]  S. Sitkin,et al.  Explaining the Limited Effectiveness of Legalistic “Remedies” for Trust/Distrust , 1993 .

[14]  Richard P. Bagozzi,et al.  Assessing Construct Validity in Organizational Research , 1991 .

[15]  Joshua L. Cox,et al.  Blogs and the corporation: managing the risk, reaping the benefits , 2008 .

[16]  Norman L. Chervany,et al.  What Trust Means in E-Commerce Customer Relationships: An Interdisciplinary Conceptual Typology , 2001, Int. J. Electron. Commer..

[17]  Miriam J. Metzger,et al.  Perceptions of Internet Information Credibility , 2000 .

[18]  K. Bollen Multiple indicators: Internal consistency or no necessary relationship? , 1984 .

[19]  Soo Jiuan Tan,et al.  Can consumers' scepticism be mitigated by claim objectivity and claim extremity? , 2002 .

[20]  D. Harrison McKnight,et al.  Distrust and trust in B2C e-commerce: do they differ? , 2006, ICEC '06.

[21]  J. Malbon Taking Fake Online Consumer Reviews Seriously , 2013 .

[22]  J. Edwards Multidimensional Constructs in Organizational Behavior Research: An Integrative Analytical Framework , 2001 .

[23]  I. Vermeulen,et al.  Tried and tested: The impact of online hotel reviews on consumer consideration , 2009 .

[24]  Yong Cao,et al.  Opinions, Recommendations and Endorsements: The New Regulatory Framework for Social Media , 2010 .

[25]  D. Gefen,et al.  E-commerce: the role of familiarity and trust , 2000 .

[26]  David Spurgeon,et al.  Spreading the word , 1977, Nature.

[27]  Detmar W. Straub,et al.  Structural Equation Modeling and Regression: Guidelines for Research Practice , 2000, Commun. Assoc. Inf. Syst..

[28]  Eric R. Spangenberg,et al.  Development of a Scale to Measure Consumer Skepticism Toward Advertising , 1998 .

[29]  Laurence Ashworth,et al.  Damage from Corrective Advertising: Causes and Cures , 2008 .

[30]  R. Lennox,et al.  Conventional wisdom on measurement: A structural equation perspective. , 1991 .

[31]  Carl Obermiller,et al.  On the Origin and Distinctness of Skepticism toward Advertising , 2000 .

[32]  J. H. Davis,et al.  An integrative model of organizational trust, Academy of Management Review, : . , 1995 .

[33]  Peter Wright,et al.  Persuasion Knowledge , 2022 .

[34]  Richard Rose,et al.  Trust, Distrust and Skepticism: Popular Evaluations of Civil and Political Institutions in Post-Communist Societies , 1997, The Journal of Politics.

[35]  P. Metaxas,et al.  Social Media and the Elections , 2012, Science.

[36]  Paul A. Pavlou,et al.  Building Effective Online Marketplaces with Institution-Based Trust , 2004, Inf. Syst. Res..

[37]  Judy A. Siguaw,et al.  Formative versus Reflective Indicators in Organizational Measure Development: A Comparison and Empirical Illustration , 2006 .

[38]  S. Grover Trust and distrust in organizations: dilemmas and approaches , 2005 .

[39]  John R. Rossiter,et al.  The C-OAR-SE procedure for scale development in marketing , 2002 .

[40]  Hong-Youl Ha,et al.  The Effects of Consumer Risk Perception on Pre-purchase Information in Online Auctions: Brand, Word-of-Mouth, and Customized Information , 2006, J. Comput. Mediat. Commun..

[41]  J. H. Davis,et al.  An Integrative Model Of Organizational Trust , 1995 .

[42]  L. Zucker Production of trust: Institutional sources of economic structure, 1840–1920. , 1986 .

[43]  Paul A. Pavlou,et al.  Psychological Contract Violation in Online Marketplaces: Antecedents, Consequences, and Moderating Role , 2005, Inf. Syst. Res..

[44]  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..

[45]  Lois A. Mohr,et al.  The Development and Testing of a Measure of Skepticism Toward Environmental Claims in Marketers' Communications , 1998 .

[46]  Mark Keil,et al.  Theorizing in information systems research: A reflexive analysis of the adaptation of theory in information systems research , 2006, J. Assoc. Inf. Syst..

[47]  Peter C. Neijens,et al.  The Ironic Effect of Source Identificationon the Perceived Credibility of Online Product Reviewers , 2012, J. Comput. Mediat. Commun..

[48]  Peter R. Darke,et al.  The Defensive Consumer: Advertising Deception, Defensive Processing, and Distrust , 2007 .

[49]  R. Darlington,et al.  Factor Analysis , 2008 .

[50]  Peter A. Dacin,et al.  Spreading the word: Investigating antecedents of consumers’ positive word-of-mouth intentions and behaviors in a retailing context , 2005 .

[51]  Nils Urbach,et al.  Structural Equation Modeling in Information Systems Research Using Partial Least Squares , 2010 .

[52]  John E. Calfee,et al.  The 70% Majority: Enduring Consumer Beliefs about Advertising , 1994 .

[53]  John L. Swasy,et al.  Consumer Skepticism of Advertising Claims: Testing Hypotheses from Economics of Information , 1990 .

[54]  J. Nunnally Psychometric Theory (2nd ed), New York: McGraw-Hill. , 1978 .

[55]  Constance Elise Porter,et al.  Cultivating Trust and Harvesting Value in Virtual Communities , 2008, Manag. Sci..

[56]  Jean Tirole,et al.  A Theory of Collective Reputations (with applications to the persistence of corruption and to firm quality) , 1996 .

[57]  Ewald A. Kaluscha,et al.  Empirical research in on-line trust: a review and critical assessment , 2003, Int. J. Hum. Comput. Stud..

[58]  Charles J. Kacmar,et al.  Developing and Validating Trust Measures for e-Commerce: An Integrative Typology , 2002, Inf. Syst. Res..

[59]  Detmar W. Straub,et al.  Specifying Formative Constructs in Information Systems Research , 2007, MIS Q..

[60]  N. L. Chervany,et al.  THE MEANINGS OF TRUST , 2000 .

[61]  Jerry Zhang,et al.  Online Astroturfing: A Theoretical Perspective , 2013, AMCIS.

[62]  Peter R. Darke,et al.  Great expectations and broken promises: misleading claims, product failure, expectancy disconfirmation and consumer distrust , 2010 .

[63]  Douglas L. MacLachlan,et al.  AD SKEPTICISM: The Consequences of Disbelief , 2005 .

[64]  Sanjay Sharma Managerial Interpretations and Organizational Context as Predictors of Corporate Choice of Environmental Strategy , 2000 .

[65]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[66]  Detmar W. Straub,et al.  Trust and TAM in Online Shopping: An Integrated Model , 2003, MIS Q..

[67]  Mira Lee,et al.  Electronic word of mouth (eWOM) , 2009 .

[68]  Dwayne D. Gremler,et al.  Generating positive word‐of‐mouth communication through customer‐employee relationships , 2001 .

[69]  A. Mattila,et al.  Effects of Gender and Expertise on Consumers’ Motivation to Read Online Hotel Reviews , 2011 .

[70]  Gilles N'Goala,et al.  Converting Opinion Seekers in Opinion Givers in the Tourism Industry: Building Trust is Critical! , 2014 .

[71]  Mira Lee,et al.  Effects of Valence and Extremity of eWOM on Attitude toward the Brand and Website , 2009 .

[72]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[73]  J. Rotter Interpersonal trust, trustworthiness, and gullibility. , 1980 .

[74]  Machele Coleman Bess What's All The Buzz About , 2010 .

[75]  Ji Young Lee,et al.  Does source matter? Examining source effects in online product reviews , 2012, Comput. Hum. Behav..

[76]  Vincent P. Magnini,et al.  The implications of company‐sponsored messages disguised as word‐of‐mouth , 2011 .

[77]  R. Lewicki,et al.  Trust And Distrust: New Relationships and Realities , 1998 .

[78]  J. Rotter A new scale for the measurement of interpersonal trust. , 1967, Journal of personality.

[79]  Arik Ragowsky,et al.  Establishing Trust in Electronic Commerce Through Online Word of Mouth: An Examination Across Genders , 2008, J. Manag. Inf. Syst..

[80]  S. Sen,et al.  Why are you telling me this? An examination into negative consumer reviews on the Web , 2007 .

[81]  Mary Walker,et al.  Teen perceptions of disclosure in buzz marketing , 2007 .

[82]  Roderick M. Kramer,et al.  Paranoid Cognition in Social Systems: Thinking and Acting in the Shadow of Doubt , 1998, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[83]  H. Winklhofer,et al.  Index Construction with Formative Indicators: An Alternative to Scale Development , 2001 .

[84]  Hyun-Hwa Lee,et al.  Consumer responses toward online review manipulation , 2014 .

[85]  Dae Hee Kwak,et al.  User- Versus Mainstream-Media-Generated Content: Media Source, Message Valence, and Team Identification and Sport Consumers' Response , 2010 .

[86]  P. J. Sher,et al.  Consumer skepticism and online reviews: An Elaboration Likelihood Model perspective , 2009 .

[87]  Lindsay R. L. Larson,et al.  eWOM Watchdogs: Ego‐Threatening Product Domains and the Policing of Positive Online Reviews , 2014 .

[88]  Chih-Chien Wang,et al.  Believe or Skepticism? An Empirical Study on Individuals' Attitude to Blog Product Review , 2012 .

[89]  Adamantios Diamantopoulos,et al.  The error term in formative measurement models: interpretation and modeling implications , 2006 .

[90]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[91]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[92]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .