Factors Influencing the Perception of Website Privacy Trustworthiness and Users' Purchasing Intentions: The Behavioral Economics Perspective

In this study, we identified the factors that influence consumer purchasing intentions and their perceptions of the trustworthiness of the privacy-related practices of e-commerce websites. We produced a list of website attributes that represent these factors in a series of focus groups. Then we constructed and validated a research model from an online survey of 117 adult participants. We found that security, privacy (including awareness, information collection, and control), and reputation (including company background and consumer reviews) have a strong effect on trust and willingness to purchase, while website quality plays only a marginal role. Although the perception of trustworthiness and purchasing intention were positively correlated, in some cases participants were more willing to buy from a website that they judged as untrustworthy with regard to privacy. We investigated how behavioral biases and decision-making heuristics may explain the discrepancy between perception and behavioral intention. Finally, we determined which website attributes and individual characteristics impact customer’s trust and willingness to buy.

[1]  Huei Huang Kuan,et al.  Trust transference in brick and click retailers: An investigation of the before-online-visit phase , 2007, Inf. Manag..

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

[3]  Dina Mayzlin,et al.  Promotional Chat on the Internet , 2006 .

[4]  R. Gulati Does Familiarity Breed Trust? The Implications of Repeated Ties for Contractual Choice in Alliances , 1995 .

[5]  D. Gefen,et al.  Consumer trust in B2C e-Commerce and the importance of social presence: experiments in e-Products and e-Services , 2004 .

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

[7]  J. Burgoon,et al.  Interpersonal Adaptation: Dyadic Interaction Patterns , 1995 .

[8]  Erin L. Krupka,et al.  Identifying Social Norms Using Coordination Games: Why Does Dictator Game Sharing Vary? Identifying Social Norms Using Coordination Games: Why Does Dictator Game Sharing Vary? Identifying Social Norms Using Coordination Games: Why Does Dictator Game Sharing Vary? , 2022 .

[9]  S. Sundar The MAIN Model : A Heuristic Approach to Understanding Technology Effects on Credibility , 2007 .

[10]  H. Simon,et al.  A Behavioral Model of Rational Choice , 1955 .

[11]  Deepak Malhotra,et al.  NORMAL ACTS OF IRRATIONAL TRUST: MOTIVATED ATTRIBUTIONS AND THE TRUST DEVELOPMENT PROCESS , 2004 .

[12]  D. Koehn The Nature of and Conditions for Online Trust , 2003 .

[13]  Paul Benjamin Lowry,et al.  Explaining and Predicting the Impact of Branding Alliances and Web Site Quality on Initial Consumer Trust of E-Commerce Web Sites , 2007, J. Manag. Inf. Syst..

[14]  Paul A. Pavlou,et al.  Consumer Acceptance of Electronic Commerce: Integrating Trust and Risk with the Technology Acceptance Model , 2003, Int. J. Electron. Commer..

[15]  Nancy J. King,et al.  The effect of behavioral tracking practices on consumers' shopping evaluations and repurchase intention toward trusted online retailers , 2013, Comput. Hum. Behav..

[16]  David G. Taylor,et al.  Privacy concern and online personalization: The moderating effects of information control and compensation , 2009, Electron. Commer. Res..

[17]  Soo Young Rieh,et al.  Developing a unifying framework of credibility assessment: Construct, heuristics, and interaction in context , 2008, Inf. Process. Manag..

[18]  Robin L. Wakefield,et al.  The Role of Web Site Characteristics in Initial Trust Formation , 2004, J. Comput. Inf. Syst..

[19]  Marti A. Hearst,et al.  Why phishing works , 2006, CHI.

[20]  Ling Liu,et al.  Manipulation in digital word-of-mouth: A reality check for book reviews , 2011, Decis. Support Syst..

[21]  David C. Yen,et al.  The effect of online privacy policy on consumer privacy concern and trust , 2012, Comput. Hum. Behav..

[22]  Enrique Bonsón,et al.  Influence of trust and perceived value on the intention to purchase travel online: Integrating the effects of assurance on trust antecedents , 2015 .

[23]  Mark A. Fuller,et al.  Designing Interfaces with Social Presence: Using Vividness and Extraversion to Create Social Recommendation Agents , 2009, J. Assoc. Inf. Syst..

[24]  Elizabeth Sillence,et al.  Health Websites that people can trust - the case of hypertension , 2007, Interact. Comput..

[25]  R. Laufer,et al.  Privacy as a Concept and a Social Issue: A Multidimensional Developmental Theory , 1977 .

[26]  L. John The Consumer Psychology of Online Privacy: Insights and Opportunities from Behavioral Decision Theory , 2015 .

[27]  David Gefen,et al.  The role of privacy assurance mechanisms in building trust and the moderating role of privacy concern , 2015, Eur. J. Inf. Syst..

[28]  Lujo Bauer,et al.  (Do Not) Track Me Sometimes: Users’ Contextual Preferences for Web Tracking , 2016, Proc. Priv. Enhancing Technol..

[29]  Curtis R. Taylor,et al.  The Economics of Privacy , 2016 .

[30]  G. Zinkhan,et al.  Exploring the Impact of Online Privacy Disclosures on Consumer Trust , 2006 .

[31]  Anol Bhattacherjee,et al.  Individual Trust in Online Firms: Scale Development and Initial Test , 2002, J. Manag. Inf. Syst..

[32]  Matthew Rabin,et al.  Choice and Procrastination , 2000 .

[33]  R. Cialdini Influence: The Psychology of Persuasion , 1993 .

[34]  A. Khatibi,et al.  Understanding consumers internet purchase intention in Malaysia , 2011 .

[35]  Manon Arcand,et al.  The impact of reading a web site's privacy statement on perceived control over privacy and perceived trust , 2007, Online Inf. Rev..

[36]  S. Chaiken The heuristic model of persuasion. , 1987 .

[37]  Joey F. George,et al.  The theory of planned behavior and Internet purchasing , 2004, Internet Res..

[38]  Izak Benbasat,et al.  Trust-Related Arguments in Internet Stores: A Framework for Evaluation , 2003, J. Electron. Commer. Res..

[39]  Stuart J. Barnes,et al.  Initial trust and online buyer behaviour , 2007, Ind. Manag. Data Syst..

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

[41]  Jan Tullberg,et al.  Trust—The importance of trustfulness versus trustworthiness , 2008 .

[42]  Ling Liu,et al.  Fraud Detection in Online Consumer Reviews , 2008, Decis. Support Syst..

[43]  Alessandro Acquisti,et al.  The Effect of Online Privacy Information on Purchasing Behavior: An Experimental Study , 2011, WEIS.

[44]  Paul A. Pavlou,et al.  Predicting E-Services Adoption: A Perceived Risk Facets Perspective , 2002, Int. J. Hum. Comput. Stud..

[45]  P. Jehiel,et al.  Smoking Today and Stopping Tomorrow: A Limited Foresight Perspective , 2009, SSRN Electronic Journal.

[46]  Ted O’Donoghue,et al.  The economics of immediate gratification , 2000 .

[47]  Chen Wang,et al.  Consumer privacy concerns about Internet marketing , 1998, CACM.

[48]  Chang Liu,et al.  American and Taiwanese Perceptions Concerning Privacy, Trust, and Behavioral Intentions in Electronic Commerce , 2004, J. Glob. Inf. Manag..

[49]  Annie Lang,et al.  The limited capacity model of mediated message processing , 2000 .

[50]  S. Beatty,et al.  Service worker role in encouraging customer organizational citizenship behaviors , 2009 .

[51]  I. Ajzen The theory of planned behavior , 1991 .

[52]  M. Helander,et al.  Affective design of E-commerce user interfaces: how to maximise perceived trustworthiness , 2001 .

[53]  Weiguo Fan,et al.  The joint moderating role of trust propensity and gender on consumers' online shopping behavior , 2015, Comput. Hum. Behav..

[54]  Sijun Wang,et al.  Signaling the trustworthiness of small online retailers , 2004 .

[55]  J. Huh,et al.  Cues of Credibility and Price Performance of Life Insurance Comparison Web Sites , 2005 .

[56]  H. Raghav Rao,et al.  A multidimensional trust formation model in B-to-C e-commerce: a conceptual framework and content analyses of academia/practitioner perspectives , 2005, Decis. Support Syst..

[57]  Michael D. Smith,et al.  Gaining Trust Through Online Privacy Protection: Self-Regulation, Mandatory Standards, or Caveat Emptor , 2007, J. Manag. Inf. Syst..

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

[59]  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..

[60]  Benjamin Edelman,et al.  Adverse selection in online "trust" certifications , 2009, WEIS.

[61]  William R. King,et al.  Antecedents of Knowledge Transfer from Consultants to Clients in Enterprise System Implementations , 2005, MIS Q..

[62]  S. Feldman,et al.  Motivational Aspects of Attitudinal Elements and Their Place in Cognitive Interaction , 1966 .

[63]  Dane K. Peterson,et al.  Privacy Policy Statements and Consumer Willingness to Provide Personal Information , 2006, J. Electron. Commer. Organ..

[64]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[65]  Icek Ajzen,et al.  From Intentions to Actions: A Theory of Planned Behavior , 1985 .

[66]  Chanthika Pornpitakpan The Persuasiveness of Source Credibility: A Critical Review of Five Decades' Evidence , 2004 .

[67]  Hock-Hai Teo,et al.  The Value of Privacy Assurance: An Exploratory Field Experiment , 2007, MIS Q..

[68]  Sejung Marina Choi,et al.  Your Privacy Is Sealed: Effects of Web Privacy Seals on Trust and Personal Disclosures , 2005 .

[69]  P. Pavlou,et al.  Understanding and Mitigating Uncertainty in Online Environments: A Principal-Agent Perspective , 2006 .

[70]  Sirkka L. Jarvenpaa,et al.  Consumer Trust in an Internet Store: A Cross-Cultural Validation , 2006, J. Comput. Mediat. Commun..

[71]  William R. Dillon,et al.  Negative Information: Perspectives and Research Directions , 1981 .

[72]  P. Todd,et al.  Simple Heuristics That Make Us Smart , 1999 .

[73]  Matthew L. Jensen,et al.  Using an elaboration likelihood approach to better understand the persuasiveness of website privacy assurance cues for online consumers , 2012, J. Assoc. Inf. Sci. Technol..

[74]  Henry Assael,et al.  Two-Sided versus One-Sided Appeals: A Cognitive Perspective on Argumentation, Source Derogation, and the Effect of Disconfirming Trial on Belief Change , 1987 .

[75]  Alessandro Acquisti,et al.  Privacy in electronic commerce and the economics of immediate gratification , 2004, EC '04.

[76]  Yao-Chuan Tsai,et al.  Perceived risk of information security and privacy in online shopping: A study of environmentally sustainable products , 2010 .

[77]  Chang Liu,et al.  Beyond concern - a privacy-trust-behavioral intention model of electronic commerce , 2004, Inf. Manag..

[78]  Thompson S. H. Teo,et al.  Consumer trust in e-commerce in the United States, Singapore and China , 2007 .

[79]  D. Jeremy,et al.  Family Structure in Nineteenth Century Lancashire , 1972 .

[80]  Joseph Gray Jackson,et al.  Privacy and Freedom , 1968 .

[81]  B. J. Fogg,et al.  Prominence-interpretation theory: explaining how people assess credibility online , 2003, CHI Extended Abstracts.

[82]  Barbara K. Kaye,et al.  Using Is Believing: The Influence of Reliance on the Credibility of Online Political Information among Politically Interested Internet Users , 2000 .

[83]  Choon-Ling Sia,et al.  Is This Review Believable? A Study of Factors Affecting the Credibility of Online Consumer Reviews from an ELM Perspective , 2012, J. Assoc. Inf. Syst..

[84]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[85]  Sören Preibusch,et al.  Guide to measuring privacy concern: Review of survey and observational instruments , 2013, Int. J. Hum. Comput. Stud..

[86]  Peter Pirolli,et al.  Rational Analyses of Information Foraging on the Web , 2005, Cogn. Sci..

[87]  Thomas J. Johnson,et al.  Cruising is Believing?: Comparing Internet and Traditional Sources on Media Credibility Measures , 1998 .

[88]  Xueming Luo Trust production and privacy concerns on the Internet , 2002 .

[89]  Soumya Ray,et al.  Security Assurance: How Online Service Providers Can Influence Security Control Perceptions and Gain Trust , 2011, Decis. Sci..

[90]  Robert W. Ruekert,et al.  Signaling Unobservable Product Quality through a Brand Ally , 1999 .

[91]  Dane K. Peterson,et al.  Consumer trust: privacy policies and third‐party seals , 2007 .

[92]  Han Yi,et al.  Trust and e-commerce: a study of consumer perceptions , 2003, Electron. Commer. Res. Appl..

[93]  I. Hong Understanding the consumer's online merchant selection process: The roles of product involvement, perceived risk, and trust expectation , 2015, Int. J. Inf. Manag..

[94]  Alessandro Acquisti,et al.  Strangers on a Plane: Context-Dependent Willingness to Divulge Sensitive Information , 2011 .

[95]  P. Herr,et al.  Effects of Word-of-Mouth and Product-Attribute Information on Persuasion: An Accessibility-Diagnosticity Perspective , 1991 .

[96]  P. Sztompka Trust: A Sociological Theory , 2000 .

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

[98]  Dianne Cyr,et al.  The role of social presence in establishing loyalty in e-Service environments , 2007, Interact. Comput..

[99]  H. Raghav Rao,et al.  A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents , 2008, Decis. Support Syst..

[100]  Eve M. Caudill,et al.  Consumer Online Privacy: Legal and Ethical Issues , 2000 .

[101]  Malcolm Gladwell,et al.  Blink The Power of Thinking Without Thinking : Kemampuan Berpikir Tanpa Berpikir , 2018 .

[102]  Lazaros Sarigiannidis,et al.  Consumer characteristics and their effect on accepting online shopping, in the context of different product types , 2016 .

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

[104]  Sumeet Gupta,et al.  Which is more important in Internet shopping, perceived price or trust? , 2012, Electron. Commer. Res. Appl..

[105]  Rusli Abdullah,et al.  A Conceptual Framework of Iranian Consumer Trust in B2C Electronic Commerce , 2010, Comput. Inf. Sci..

[106]  Elizabeth Sillence,et al.  Trust and mistrust of online health sites , 2004, CHI.

[107]  Nora J. Rifon,et al.  Promoting i-Safety: Effects of Privacy Warnings and Privacy Seals on Risk Assessment and Online Privacy Behavior , 2007 .

[108]  Miriam J. Metzger,et al.  Social and Heuristic Approaches to Credibility Evaluation Online , 2010 .

[109]  M. Rappa Business Models on the Web , 2008 .

[110]  K. Stewart Trust Transfer on the World Wide Web , 2002 .

[111]  Anand Kumar,et al.  Web Assurance Seals: How and Why They Influence Consumers' Decisions , 2002, J. Inf. Syst..

[112]  Miriam J. Metzger,et al.  Digital Media and Youth: Unparalleled Opportunity and Unprecedented Responsibility , 2008 .

[113]  Naresh K. Malhotra,et al.  Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model , 2004, Inf. Syst. Res..

[114]  France Bélanger,et al.  Trustworthiness in electronic commerce: the role of privacy, security, and site attributes , 2002, J. Strateg. Inf. Syst..

[115]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[116]  K. Shah e-Commerce , 2015, The SAGE International Encyclopedia of Mass Media and Society.

[117]  Lei Zhang,et al.  Sentiment Analysis and Opinion Mining , 2017, Encyclopedia of Machine Learning and Data Mining.

[118]  T. Duncan,et al.  A Communication-Based Marketing Model for Managing Relationships , 1998 .

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

[120]  Sirkka L. Jarvenpaa,et al.  Perils of Internet fraud: an empirical investigation of deception and trust with experienced Internet consumers , 2000, IEEE Trans. Syst. Man Cybern. Part A.

[121]  Elaine Toms,et al.  Measuring user perceptions of Web site reputation , 2004, Inf. Process. Manag..

[122]  Tibert Verhagen,et al.  Measuring and assessing online store image: a study of two online bookshops in the Benelux , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[123]  Charles D. Barrett Understanding Attitudes and Predicting Social Behavior , 1980 .

[124]  Tamara Dinev,et al.  An Extended Privacy Calculus Model for E-Commerce Transactions , 2006, Inf. Syst. Res..

[125]  Rohini Ahluwalia Examination of psychological processes underlying resistance to persuasion , 2000 .

[126]  F. Sultan,et al.  Are the Drivers and Role of Online Trust the Same for All Web Sites and Consumers? A Large-Scale Exploratory Empirical Study , 2005 .

[127]  Namho Chung,et al.  The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea , 2011 .

[128]  Xiaodong Deng,et al.  Building online trust through privacy practices , 2007, International Journal of Information Security.

[129]  Ann E. Schlosser,et al.  Converting Web Site Visitors into Buyers: How Web Site Investment Increases Consumer Trusting Beliefs and Online Purchase Intentions , 2006 .