Counteracting the negative effect of form auto-completion on the privacy calculus

International Conference on Information Systems (ICIS 2013): Reshaping Society Through Information Systems Design

Volumn 1, Issue , 2013, Pages 947-967

  Knijnenburg, Bart P ^a   Kobsa, Alfred ^a   Jin, Hongxia ^b  

^a 5226 Donald Bren Hall   (United States)

^b SAMSUNG RESEARCH AMERICA   (United States)

Author keywords

Decision making; Default effect; Form autocompletion tools; Human computer interaction; Information disclosure; Privacy calculus; Structural equation modeling (SEM); User experiment

Indexed keywords

DEFAULT EFFECT; INFORMATION DISCLOSURE; POTENTIAL BENEFITS; STRUCTURAL EQUATION MODELING; USER EXPERIMENTS; WEB FORMS;

CALCULATIONS; DECISION MAKING; EXPERIMENTS; HUMAN COMPUTER INTERACTION; INFORMATION SYSTEMS;

TOOLS;

EID: 84897714497     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (102)

1. Acquisti, A., and Grossklags, J. 2005. "Privacy and Rationality in Individual Decision Making, " IEEE Security & Privacy (3: 1), pp. 26-33.
2. Acquisti, A., and Grossklags, J. 2008. "What Can Behavioral Economics Teach Us About Privacy?, " in Digital Privacy: Theory, Technologies, and Practices, A. Acquisti, S. De Capitani di Vimercati, S. Gritzalis, and C. Lambrinoudakis (eds.), Taylor & Francis, pp. 363-377.
3. Awad, N. F., and Krishnan, M. S. 2006. "The Personalization Privacy Paradox: An Empirical Evaluation of Information Transparency and the Willingness to be Profiled Online for Personalization, " MIS Quarterly (30: 1), pp. 13-28.
4. Bamberger, K. A., and Mulligan, D. K. 2011. "Privacy on the Books and on the Ground, " Stanford Law Review (63), pp. 247-316.
5. Bansal, G., Zahedi, F., and Gefen, D. 2008. "The Moderating Influence of Privacy Concern on the Efficacy of Privacy Assurance Mechanisms for Building Trust: A Multiple-Context Investigation, " in Proceedings of the 29th International Conference on Information Systems, Paris, France, December 14, pp. 1528-1546.
6. Bentler, P. M., and Bonett, D. G. 1980. "Significance Tests and Goodness of Fit in the Analysis of Covariance Structures, " Psychological Bulletin (88: 3), pp. 588-606.
7. Besmer, A., Watson, J., and Lipford, H. R. 2010. "The impact of social navigation on privacy policy configuration, " in Proceedings of the Sixth Symposium on Usable Privacy and Security, Redmond, Washington, July.
8. Bettman, J. R., Luce, M. F., and Payne, J. W. 1998. "Constructive consumer choice processes, " Journal of consumer research (25: 3), pp. 187-217.
9. Bhatnagar, A., Misra, S., and Rao, H. R. 2000. "On risk, convenience, and Internet shopping behavior, " Communications of the ACM (43: 11), pp. 98-105.
10. Bicakci, K., Atalay, N. B., and Kiziloz, H. E. 2011. "Johnny in internet café: user study and exploration of password autocomplete in web browsers, " in Proceedings of the 7th ACM workshop on Digital identity management, Chicago, IL, pp. 33-42.
11. Bonneau, J., and Preibusch, S. 2010. "The Privacy Jungle: On the Market for Data Protection in Social Networks, " in Economics of Information Security and Privacy, T. Moore, D. Pym, and C. Ioannidis (eds.), New York, NY: Springer US, pp. 121-167.
12. Borcea-Pfitzmann, K., Pfitzmann, A., and Berg, M. 2011. "Privacy 3. 0: = Data Minimization + User Control + Contextual Integrity, " it-Information Technology (53: 1), pp. 34-40.
13. Brandimarte, L., Acquisti, A., and Loewenstein, G. 2013. "Misplaced Confidences: Privacy and the Control Paradox, " Social Psychological and Personality Science (4: 3), pp. 340-347.
14. Compañó, R., and Lusoli, W. 2010. "The Policy Maker's Anguish: Regulating Personal Data Behavior Between Paradoxes and Dilemmas, " in Economics of Information Security and Privacy, T. Moore, D. Pym, and C. Ioannidis (eds.), New York, NY: Springer US, pp. 169-185.
15. Consolvo, S., Smith, I., Matthews, T., LaMarca, A., Tabert, J., and Powledge, P. 2005. "Location disclosure to social relations: why, when, & what people want to share, " in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Portland, OR, April, pp. 81-90.
16. Culnan, M. J. 1993. "'How Did They Get My Name?': An Exploratory Investigation of Consumer Attitudes toward Secondary Information Use, " MIS Quarterly (17: 3), pp. 341-363.
17. Culnan, M. J., and Armstrong, P. K. 1999. "Information Privacy Concerns, Procedural Fairness, and Impersonal Trust: An Empirical Investigation, " Organization Science (10: 1), pp. 104-115.
18. Culnan, M. J., and Bies, R. J. 2003. "Consumer Privacy: Balancing Economic and Justice Considerations, " Journal of Social Issues (59: 2), pp. 323-342.
19. Cunningham, S. 1967. "The major dimensions of perceived risk, " in Risk Taking and Information Handling in Consumer Behavior, D. Cox (ed.), Boston, MA: Division of Research, Graduate School of Business Administration, Harvard University, pp. 82-108.
20. Dinev, T., Bellotto, M., Hart, P., Russo, V., Serra, I., and Colautti, C. 2006. "Privacy calculus model in ecommerce-a study of Italy and the United States, " European Journal of Information Systems (15: 4), pp. 389-402.
21. Dinev, T., and Hart, P. 2006. "An Extended Privacy Calculus Model for E-Commerce Transactions, " Information Systems Research (17: 1), pp. 61-80.
22. Dinner, I., Johnson, E., Goldstein, D., and Liu, K. 2011. "Partitioning Default Effects: Why People Choose Not to Choose, " Journal of Experimental Psychology: Applied (17: 4), pp. 332-341.
23. EU. 1995. "Directive 95/46/EC of the European Parliament and of the Council of 24 October 1995 on the Protection of Individuals with Regard to the Processing of Personal Data and on the Free Movement of such Data, " No. L. 281, European Parliament.
24. Featherman, M. S., and Pavlou, P. A. 2003. "Predicting e-services adoption: a perceived risk facets perspective, " International Journal of Human-Computer Studies (59: 4), pp. 451-474.
25. Fishbein, M., and Ajzen, I. 1975. Belief, attitude, intention, and behavior: an introduction to theory and research, Reading, MA: Addison-Wesley Pub. Co.
26. FTC. 2000. "Privacy Online: Fair Information Practices in the Electronic Marketplace. A Report to Congress, " Federal Trade Commission.
27. Ganzach, Y. 1995. "Attribute Scatter and Decision Outcome: Judgment versus Choice, " Organizational Behavior and Human Decision Processes (62: 1), pp. 113-122.
28. Garrido, A., Rossi, G., and Distante, D. 2011. "Refactoring for Usability in Web Applications, " IEEE Software (28: 3), pp. 60-67.
29. Hann, I.-H., Hui, K.-L., Lee, S.-Y., and Png, I. 2007. "Overcoming Online Information Privacy Concerns: An Information-Processing Theory Approach, " Journal of Management Information Systems (24: 2), pp. 13-42.
30. Heller, D., Levin, I. P., and Goransson, M. 2002. "Selection of strategies for narrowing choice options: Antecedents and consequences, " Organizational Behavior and Human Decision Processes (89: 2), pp. 1194-1213.
31. Hine, C., and Eve, J. 1998. "Privacy in the Marketplace, " The Information Society (14: 4), pp. 253-262.
32. Hoffman, D. L., Novak, T. P., and Peralta, M. 1999. "Building consumer trust online, " Communications of the ACM (42: 4), pp. 80-85.
33. Hsu, C. (Julia). 2006. "Privacy concerns, privacy practices and web site categories: Toward a situational paradigm, " Online Information Review (30: 5), pp. 569-586.
34. Hu, L., and Bentler, P. M. 1999. "Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives, " Structural Equation Modeling: A Multidisciplinary Journal (6: 1), pp. 1-55.
35. Jacoby, J., and Kaplan, L. B. 1972. "The Components of Perceived Risk, " in Proceedings of the Third Annual Conference of the Association for Consumer Research, M. Venkatesan (ed.), Chicago, IL, pp. 382-393.
36. Johnson, E. J., Bellman, S., and Lohse, G. L. 2002. "Defaults, Framing and Privacy: Why Opting In Opting Out, " Marketing Letters (13: 1), pp. 5-15.
37. Johnson, E. J., and Goldstein, D. 2003. "Do Defaults Save Lives?, " Science (302: 5649), pp. 1338-1339.
38. Johnson, M., Egelman, S., and Bellovin, S. M. 2012. "Facebook and privacy: it's complicated, " in Proceedings of the Eighth Symposium on Usable Privacy and Security, Pittsburgh, PA.
39. Kairam, S., Brzozowski, M., Huffaker, D., and Chi, E. 2012. "Talking in circles, " in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Austin, TX, pp. 1065-1074.
40. Keeney, R. L., and Raiffa, H. 1976. Decisions with Multiple Objectives: Preferences and Value Trade-Offs, New York: Wiley.
41. Keith, M. J., Babb, J. S., Paul Benjamin Lowry, Furner, C. P., and Abdullat, A. 2011. "The Roles of Privacy Assurance, Network Effects, and Information Cascades in the Adoption of and Willingness to Pay for Location-Based Services with Mobile Applications, " in 2011 Dewald Roode Information Security Workshop, Blacksburg, VA, September.
42. Kim, D. J., Ferrin, D. L., and Rao, H. R. 2008. "A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents, " Decision Support Systems (44: 2), pp. 544-564.
43. Kittur, A., Chi, E. H., and Suh, B. 2008. "Crowdsourcing user studies with Mechanical Turk, " in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Florence, Italy, April, pp. 453-456.
44. Knijnenburg, B. P., and Kobsa, A. 2013a. "Making Decisions about Privacy: Information Disclosure in Context-Aware Recommender Systems, " ACM Transactions on Interactive Intelligent Systems (3: 3).
45. Knijnenburg, B. P., and Kobsa, A. 2013b. "Helping users with information disclosure decisions: potential for adaptation, " in Proceedings of the 2013 ACM international conference on Intelligent User Interfaces, Santa Monica, CA, March, pp. 407-416.
46. Knijnenburg, B. P., Kobsa, A., and Jin, H. 2013a. "Preference-based location sharing: are more privacy options really better?, " in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Paris, France, pp. 2667-2676.
47. Knijnenburg, B. P., Kobsa, A., and Jin, H. 2013b. "Dimensionality of information disclosure behavior, " International Journal of Human-Computer Studies.
48. Knijnenburg, B. P., Willemsen, M. C., Gantner, Z., Soncu, H., and Newell, C. 2012. "Explaining the user experience of recommender systems, " User Modeling and User-Adapted Interaction (22: 4-5), pp. 441-504.
49. Kobsa, A. 2001. "Tailoring Privacy to Users' Needs (Invited Keynote), " in User Modeling 2001, Lecture Notes in Computer Science, M. Bauer, P. J. Gmytrasiewicz, and J. Vassileva (eds.), Springer Verlag, pp. 303-313.
50. Lai, Y.-L., and Hui, K.-L. 2006. "Internet Opt-In and Opt-Out: Investigating the Roles of Frames, Defaults and Privacy Concerns, " in Proceedings of the 2006 ACM SIGMIS CPR Conference on Computer Personnel Research, Claremont, CA, pp. 253-263.
51. Larose, R., and Rifon, N. J. 2007. "Promoting i-Safety: Effects of Privacy Warnings and Privacy Seals on Risk Assessment and Online Privacy Behavior, " Journal of Consumer Affairs (41: 1), pp. 127-149.
52. Laufer, R. S., Proshansky, H. M., and Wolfe, M. 1973. "Some Analytic Dimensions of Privacy, " in Proceedings of the Lund Conference on Architectural Psychology, R. Küller (ed.), Lund, Sweden.
53. Laufer, R. S., and Wolfe, M. 1977. "Privacy as a Concept and a Social Issue: A Multidimensional Developmental Theory, " Journal of Social Issues (33: 3), pp. 22-42.
54. Lederer, S., Hong, J. I., Dey, A. K., and Landay, J. A. 2004. "Personal privacy through understanding and action: five pitfalls for designers, " Personal and Ubiquitous Computing (8: 6), pp. 440-454.
55. Levin, I. P., Huneke, M. E., and Jasper, J. D. 2000. "Information Processing at Successive Stages of Decision Making: Need for Cognition and Inclusion-Exclusion Effects, " Organizational Behavior and Human Decision Processes (82: 2), pp. 171-193.
56. Li, H., Sarathy, R., and Xu, H. 2010. "Understanding situational online information disclosure as a privacy calculus, " Journal of Computer Information Systems (51: 1), pp. 62-71.
57. Li, H., Sarathy, R., and Xu, H. 2011. "The role of affect and cognition on online consumers' decision to disclose personal information to unfamiliar online vendors, " Decision Support Systems (51: 3), pp. 434-445.
58. Li, X., and Santhanam, R. 2008. "Will it be Disclosure or Fabrication of Personal Information? An Examination of Persuasion Strategies on Prospective Employees, " International Journal of Information Security and Privacy (2: 4), pp. 91-109.
59. Li, Y. 2012. "Theories in online information privacy research: A critical review and an integrated framework, " Decision Support Systems (54: 1), pp. 471-481.
60. Malhotra, N. K., Kim, S. S., and Agarwal, J. 2004. "Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Nomological Framework, " Information Systems Research (15: 4), pp. 336-355.
61. Meloy, M. G., and Russo, J. E. 2004. "Binary choice under instructions to select versus reject, " Organizational Behavior and Human Decision Processes (93: 2), pp. 114-128.
62. Metzger, M. J. 2007. "Communication privacy management in electronic commerce, " Journal of Computer-Mediated Communication (12: 2), pp. 335-361.
63. Milne, G. R., and Gordon, M. E. 1993. "Direct Mail Privacy-Efficiency Trade-offs within an Implied Social Contract Framework, " Journal of Public Policy & Marketing (12: 2), pp. 206-215.
64. Mohamed, N., and Ahmad, I. H. 2012. "Information privacy concerns, antecedents and privacy measure use in social networking sites: Evidence from Malaysia, " Computers in Human Behavior (28: 6), pp. 2366-2375.
65. Nissenbaum, H. 2004. "Privacy as Contextual Integrity, " Washington Law Review (79), pp. 119-157.
66. Nissenbaum, H. F. 2010. Privacy in context: technology, policy, and the integrity of social life, Stanford, CA: Stanford Law Books.
67. Norberg, P. A., Horne, D. R., and Horne, D. A. 2007. "The Privacy Paradox: Personal Information Disclosure Intentions versus Behaviors, " Journal of Consumer Affairs (41: 1), pp. 100-126.
68. OECD. 1980. "Recommendation of the Council Concerning Guidelines Governing the Protection of Privacy and Transborder Flows of Personal Data, " Organization for Economic Co-operation and Development.
69. Olivero, N., and Lunt, P. 2004. "Privacy versus willingness to disclose in e-commerce exchanges: The effect of risk awareness on the relative role of trust and control, " Journal of Economic Psychology (25: 2), pp. 243-262.
70. Olson, J. S., Grudin, J., and Horvitz, E. 2005. "A study of preferences for sharing and privacy, " in Extended abstracts on Human factors in computing systems, Portland, OR, pp. 1985-1988.
71. Pavlou, P. A. 2003. "Consumer Acceptance of Electronic Commerce: Integrating Trust and Risk with the Technology Acceptance Model, " International Journal of Electronic Commerce (7: 3), pp. 101-134.
72. Pavlou, P. A. 2011. "State of the Information Privacy Literature: Where Are We Now and Where Should We Go, " MIS Quarterly (35: 4), pp. 977-988.
73. Petronio, S. 2002. Boundaries of Privacy: Dialectics of Disclosure, Albany, NY: State University of New York Press.
74. Phelps, J., Nowak, G., and Ferrell, E. 2000. "Privacy Concerns and Consumer Willingness to Provide Personal Information, " Journal of Public Policy & Marketing (19: 1), pp. 27-41.
75. Preibusch, S., Krol, K., and Beresford, A. R. 2012. "The Privacy Economics of Voluntary Over-disclosure in Web Forms, " in 10th Annual Workshop on the Economics of Information Security, Berlin, Germany.
76. Rust, R. T., Kannan, P. K., and Peng, N. 2002. "The Customer Economics of Internet Privacy, " Journal of the Academy of Marketing Science (30: 4), pp. 455-464.
77. Sadeh, N., Hong, J., Cranor, L., Fette, I., Kelley, P., Prabaker, M., and Rao, J. 2009. "Understanding and capturing people's privacy policies in a mobile social networking application, " Personal and Ubiquitous Computing (13: 6), pp. 401-412.
78. Samuelson, W., and Zeckhauser, R. 1988. "Status quo bias in decision making, " Journal of Risk and Uncertainty (1: 1), pp. 7-59.
79. Shafir, E. 1993. "Choosing versus rejecting: why some options are both better and worse than others, " Memory & cognition (21: 4), pp. 546-556.
80. Sheehan, K. B., and Hoy, M. G. 2000. "Dimensions of Privacy Concern Among Online Consumers, " Journal of Public Policy & Marketing (19: 1), pp. 62-73.
81. Simon, H. A. 1959. "Theories of Decision-Making in Economics and Behavioral Science, " The American Economic Review (49: 3), pp. 253-283.
82. Van Slyke, C., Shim, J. T., Johnson, R., and Jiang, J. J. 2006. "Concern for Information Privacy and Online Consumer Purchasing, " Journal of the Association for Information Systems (7: 1).
83. Smith, H. J., Dinev, T., and Xu, H. 2011. "Information Privacy Research: An Interdisciplinary Review, " MIS Quarterly (35: 4), pp. 989-1015.
84. Smith, H. J., Milberg, S. J., and Burke, S. J. 1996. "Information Privacy: Measuring Individuals' Concerns about Organizational Practices, " MIS Quarterly (20: 2), pp. 167-196.
85. Stone, D. L. 1981. "The effects of the valence of outcomes for providing data and the perceived relevance of the data requested on privacy-related behaviors, beliefs, and attitudes, " PhD Thesis, Purdue University.
86. Stone, E. F., and Stone, D. L. 1990. "Privacy in Organizations: Theoretical Issues, Research Findings, and Protection Mechanisms, " Research in Personnel and Human Resources Management (8), pp. 349-411.
87. Thaler, R. H., and Sunstein, C. 2008. Nudge: improving decisions about health, wealth, and happiness, New Haven, NJ & London, U. K.: Yale University Press.
88. Trewin, S. 2006. "Physical usability and the mobile web, " in Proceedings of the 2006 international crossdisciplinary workshop on Web accessibility (W4A): Building the mobile web: rediscovering accessibility?, Edinburgh, U. K., pp. 109-112.
89. Wang, Y., and Kobsa, A. 2007. "Respecting Users' Individual Privacy Constraints in Web Personalization, " in User Modeling 2007, Lecture Notes in Computer Science, C. Conati, K. McCoy, and G. Paliouras (eds.), Corfu, Greece: Springer Berlin/Heidelberg, pp. 157-166.
90. Watson, J., Besmer, A., and Lipford, H. R. 2012. "+Your circles: sharing behavior on Google+, " in Proceedings of the Eighth Symposium on Usable Privacy and Security, Pittsburgh, PA.
91. Wedell, D. H. 1997. "Another look at reasons for choosing and rejecting, " Memory & Cognition (25: 6), pp. 873-887.
92. White House. 2012. "Consumer Data Privacy in a Networked World: A Framework for Protecting Privacy and Promoting Innovation in the Global Economy, " Washington, D. C.: White House.
93. White, T. B. 2004. "Consumer Disclosure and Disclosure Avoidance: A Motivational Framework, " Journal of Consumer Psychology (14: 1&2), pp. 41-51.
94. Wilson, D., and Valacich, J. 2012. "Unpacking the Privacy Paradox: Irrational Decision-Making within the Privacy Calculus, " in Proceedings of the International Conference on Information Systems, Orlando, FL, December 14.
95. Wroblewski, L. 2008. Web Form Design: Filling in the Blanks, Brooklyn, NY: Rosenfeld Media.
96. Xu, H., Dinev, T., Smith, H. J., and Hart, P. 2008. "Examining the formation of individual's privacy concerns: Toward an integrative view, " in Proceedings of the 29th International Conference on Information Systems, Paris, France, pp. 1981-1996.
97. Xu, H., Luo, X. (Robert), Carroll, J. M., and Rosson, M. B. 2011. "The personalization privacy paradox: An exploratory study of decision making process for location-aware marketing, " Decision Support Systems (51), pp. 42-52.
98. Xu, H., Teo, H.-H., and Tan, B. 2005. "Predicting the Adoption of Location-Based Services: The Role of Trust and Perceived Privacy Risk, " in Proceedings of the International Conference on Information Systems, Las Vegas, NV, December 31, pp. 861-874.
99. Xu, H., Teo, H.-H., Tan, B., and Agarwal, R. 2009. "The Role of Push-Pull Technology in Privacy Calculus: The Case of Location-Based Services, " Journal of Management Information Systems (26: 3), pp. 135-174.
100. Yao, M. Z., Rice, R. E., and Wallis, K. 2007. "Predicting user concerns about online privacy, " Journal of the American Society for Information Science and Technology (58: 5), pp. 710-722.
101. Youn, S. 2009. "Determinants of Online Privacy Concern and Its Influence on Privacy Protection Behaviors Among Young Adolescents, " Journal of Consumer Affairs (43: 3), pp. 389-418.
102. Zhou, T. 2012. "Examining Location-based Services Usage from the Perspectives of Unified Theory of Acceptance and Use of Technology and Privacy Risk, " Journal of Electronic Commerce Research (13: 2), pp. 135-144.