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BY-NC-ND 4.0 license Open Access Published by De Gruyter Open Access June 27, 2017

Factors Affecting Students’ Privacy Paradox and Privacy Protection Behavior

Maor Weinberger EMAIL logo , Dan Bouhnik and Maayan Zhitomirsky-Geffet
From the journal Open Information Science

Abstract

In this exploratory study, we investigate the factors affecting two opposite types of online privacy behavior: 1) online privacy paradox, i.e. a mismatch between users’ online privacy attitudes and their online privacy behavior; and 2) online privacy protection. To assess these two types of behavior, we devised a new direct scale comprising 25 items explicitly highlighting benefits and risks of the examined behavior. Various factors related to online privacy and anonymity were considered in light of the existing theories on online privacy behavior. To this end, 169 students from different fields of study in Israeli academia were administered closed-ended questionnaires. The multivariate linear regression analysis showed that information science students had a significantly lower tendency toward privacy paradox behavior compared to other students. In addition, we found that as the participants’ privacy concern and online privacy self efficacy increase, their tendency toward privacy paradox behavior decreases. However, surprisingly, there was no significant association between privacy protection behavior and high technical skills or online privacy literacy. This research has social implications for academia and the general public, as it shows that the protection of online privacy does not depend on technical knowledge or complicated tool usage, but rather can be achieved by raising users’ online privacy concern and self-efficacy.

References

Acquisti, A., Brandimarte, L., Loewenstein, G. (2015). Privacy and human behavior in the age of information. Science, 347 (6221), 509-514.Search in Google Scholar

Acquisti, A., & Gross, R. (2006). Imagined communities: Awareness, information sharing, and privacy on the Facebook. In the proceedings of: the 6th International Workshop on Privacy Enhancing Technologies, Cambridge, England.Search in Google Scholar

Acquisti, A., Grossklags, J. (2004). Privacy attitudes and privacy behavior: Losses, gains and hyperbolic discounting. In: J. Camp & R. Lewis (Eds.), Economics of information security (pp. 165-178). New York, NY: Springer.Search in Google Scholar

Akhter, S. H. (2014). Privacy concern and online transactions: The impact of Internet self -efficacy and Internet involvement. Journal of Consumer Marketing, 31 (2), 118-125.10.1108/JCM-06-2013-0606Search in Google Scholar

Andrade, E. B., Kaltcheva, V., & Weitz, B. (2002). Self-disclosure on the Web: The impact of privacy policy, reward, and company reputation. Advances in Consumer Research, 29, 350-353.Search in Google Scholar

Awad, N. F., & 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), 13-28.10.2307/25148715Search in Google Scholar

Aydin, O. M., & Chouseinoglou, O. (2013). Fuzzy assessment of health information system users’ security awareness. Journal of Medical Systems, 37 (6).10.1007/s10916-013-9984-xSearch in Google Scholar

Baek, Y. M., Kim, E. M., Bae, Y. (2014). My privacy is okay, but theirs is endangered: Why comparative optimism matters in online privacy concerns. Computers in Human Behavior, 31, 48-56.10.1016/j.chb.2013.10.010Search in Google Scholar

Baddeley, M. (2011). A behavioural analysis of online privacy and security. Cambridge Working Papers in Economics (CWPE), 1147, 1-26.Search in Google Scholar

Barnes, B. S. (2006). A privacy-paradox: Social networking in the United States. First Monday, 11 (9). Retrieved from http://firstmonday.org/article/view/1394/1312.Search in Google Scholar

Beuker, S. (2016). Privacy paradox: Factors influencing disclosure of personal information among German and Dutch SNS users. Master’s Thesis, University of Twente, Netherlands.Search in Google Scholar

Bimber, B. (2000). Measuring the gender gap on the Internet. Social Science Quarterly, 81 (3), 868-876. Retrieved from http://www.dleg.state.mi.us/mpsc/electric/workgroups/lowincome/internet_gender_gap.pdfSearch in Google Scholar

Bronstein, J. (2012). Blogging motivations for Latin American bloggers: A uses and gratifications approach. In T. Dumova (Ed.), Blogging in the global society (pp. 200-215). Hershey, PA: Information Reference.Search in Google Scholar

Castañeda, J. A., & Montoro, F. J. (2007). The effect of Internet general privacy concern on customer behavior. Electronic Commerce Research, 7 (2), 117-141.10.1007/s10660-007-9000-ySearch in Google Scholar

Chellappa, R. K., & Sin, R. G. (2005). Personalization versus privacy: An empirical examination of the online consumer’s dilemma. Information Technology & Management, 6 (2-3), 181-202.10.1007/s10799-005-5879-ySearch in Google Scholar

Chen, H. T., & Chen, W. H. (2015). Couldn’t or wouldn’t? The influence of privacy concerns and self-efficacy in privacy management on privacy protection. Cyberpsychology Behavior and Social Networking, 18 (1), 13-19.10.1089/cyber.2014.0456Search in Google Scholar

Cho, H. (2012). Responses to online privacy risks. In: Y. Zheng (Ed.), Encyclopedia of cyber behavior (pp. 900-910). Hershey, PA: IGI Global.Search in Google Scholar

Cho, H., Lee, J., & Chung, S. (2010). Optimistic bias about online privacy risks: Testing the moderating effects of perceived controllability and prior experience. Computers in Human Behavior, 26 (5), 987-995.10.1016/j.chb.2010.02.012Search in Google Scholar

Costante, E., den Hartog, J., & Petkovic, M. (2012). On-line trust perception: What really matters. In the proceedings of: the 1st Workshop on Socio-Technical Aspects in Security and Trust (STAST 2011), Milan, Italy.Search in Google Scholar

Culnan, M. J. (1993). “How Did They Get My Name?”: An exploratory investigation of consumer attitudes toward secondary information use. MIS Quarterly, 17 (3), 341- 361.10.2307/249775Search in Google Scholar

Culnan, M. J., & Armstrong P. K. (1999). Information privacy concerns, procedural fairness, and impersonal trust: An empirical investigation. Organization Science, 10 (1), 104-115.10.1287/orsc.10.1.104Search in Google Scholar

Debatin, B., Lovejoy, J. P., Horn, A. K., & Hughes, B. N. (2009). Facebook and online privacy: Attitudes, behaviors, and unintended consequences. Journal of Computer-Mediated Communication, 15 (1), 83-108.10.1111/j.1083-6101.2009.01494.xSearch in Google Scholar

Dienlin, T., & Trepte, S. (2015). Is the privacy paradox a relic of the past? An in-depth analysis of privacy attitudes and privacy behaviors. European Journal of Social Psychology, 45 (3), 285-297.10.1002/ejsp.2049Search in Google Scholar

Eastin, M. S., Brinson, N. H., Doorey, A, & Wilcox, G. (2016). Living in a big data world: Predicting mobile commerce activity through privacy concerns. Computers in Human Behavior, 58, 214-220.10.1016/j.chb.2015.12.050Search in Google Scholar

Eckersley, P. (2010). How unique is your web browser? In M. J. Atallah & N. J. Hopper (Eds.), Privacy Enhancing Technologies, 10th International Symposium (PETS’ 2010): Vol. 6205. Lecture Notes in Computer Science (pp. 1-18). Berlin, Heidelberg: Springer-Verlag.Search in Google Scholar

Ellison, N., Steinfield, C., & Lampe, C. (2007). The benefits of Facebook “friends”: Exploring the relationship between college students’ use of online social networks and social capital. Journal of Computer-Mediated Communication, 12 (4), 1143-1168.10.1111/j.1083-6101.2007.00367.xSearch in Google Scholar

Ellison, N. B., Vitak, J., Steinfield, C., Gray, R., & Lampe, C. (2011). Negotiating privacy concerns and social capital needs in a social media environment. In S. Trepte, & L. Reinecke (Eds.), Privacy online. Perspectives on privacy and self-disclosure in the social web (pp. 19-32). Berlin: Springer.Search in Google Scholar

Feng, Y. & Xie, W. (2014). Teens’ concern for privacy when using social networking sites: An analysis of socialization agents and relationships with privacy- protecting behaviors. Computers in Human Behavior, 33, 153-162.10.1016/j.chb.2014.01.009Search in Google Scholar

Fogel, J., & Nehmad, E. (2009).Internet social network communities: Risk taking, trust, and privacy concerns. Computers in Human Behavior, 25 (1), 153-160.10.1016/j.chb.2008.08.006Search in Google Scholar

Goodwin, C. (1991). Privacy: Recognition of a consumer right. Journal of Public Policy & Marketing, 10 (1), 149-166.10.1177/074391569101000111Search in Google Scholar

Graeff, T. R., & Harmon, S. (2002). Collecting and using personal data: Consumers’ awareness and concerns. Journal of Consumer Marketing, 19 (4).10.1108/07363760210433627Search in Google Scholar

Gross, R., & Acquisti, A. (2005). Information revelation and privacy in online social networks. In the proceedings of: the 2005 ACM Workshop on Privacy in the Electronic Society (WPES ’05), Alexandria, VA.Search in Google Scholar

Guo, X. T., Zhang, X. F., & Sun, Y. Q. (2016). The privacy-personalization in mHealth services acceptance of different age groups. Electronic Commerce Research and Applications, 16, 55-65.10.1016/j.elerap.2015.11.001Search in Google Scholar

Heirman, W., Walrave, M., & Ponnet, K. (2013). Predicting adolescents’ disclosure of personal information exchange for commercial incentives: An application of an extended theory of planned behavior. Cyberpsychology Behavior and Social Networking, 16 (2), 81-87.10.1089/cyber.2012.0041Search in Google Scholar

Hoffman, D. L., Novak, T. P., & Peralta, M. A. (1999). Information privacy in the marketplace: Implications for the commercial uses of anonymity on the Web. The Information Society: An International Journal, 15 (2), 129-139.Search in Google Scholar

Hoy, M. G., & Milne, G. (2010). Gender differences in privacy-related measures for young adult Facebook users. Journal of Interactive Advertising, 10 (2), 28-45.10.1080/15252019.2010.10722168Search in Google Scholar

Ibrahim, Y. (2008). The new risk communities: Social networking sites and risk. International Journal of Media & Cultural Politics, 4 (2), 245-253.10.1386/macp.4.2.245_3Search in Google Scholar

Jensen, C., Potts, C., & Jensen, C. (2005). Privacy practices of Internet users: Self- reports versus observed behavior. International Journal of Human-Computer Studies, 63 (1-2), 203-227.10.1016/j.ijhcs.2005.04.019Search in Google Scholar

Joinson, A. N., Reips, U. D., & Buchanan, T. (2010). Privacy, trust, and self-disclosure online. Human-Computer Interaction, 25 (1), 1-24.10.1080/07370020903586662Search in Google Scholar

Kokolakis, S. (2017). Privacy attitudes and privacy behaviour: A review of current research on the privacy paradox phenomenon. Computers & Security, 64, 122-134.10.1016/j.cose.2015.07.002Search in Google Scholar

Kolek, E. A., & Saunders, D. (2008). Online disclosure: An empirical examination of undergraduate Facebook profiles. Journal of Student Affairs Research and Practice, 45 (1), 1-25.Search in Google Scholar

Lee, H., Park, H., & Kim, J. (2013). Why do people share their context information on Social Network Services? A qualitative study and an experimental study on users’ behavior of balancing perceived benefit and risk. International Journal of Human-Computer Studies, 71 (9), 862-877.10.1016/j.ijhcs.2013.01.005Search in Google Scholar

Lee, J. K., & Letho, X. (2010). E-personalization and online privacy features: the case with travel websites. Journal of Management and Marketing Research, 4 (March), 1-14. Retrieved from http://www.aabri.com/manuscripts/09347.pdfSearch in Google Scholar

Lee, J. M., & Rha, J. Y. (2016). Personalization-privacy paradox and consumer conflict with the use of location-based mobile commerce. Computers in Human Behavior, 63, 453- 462.10.1016/j.chb.2016.05.056Search in Google Scholar

Leon, P. G., Blase, U., Wang, Y., Sleeper, M., Balebako, R., Shay, R., et al. (2013). What matters to users? Factors that affect users’ willingness to share information with online advertisers. In proceedings of: the 9th Symposium on Usable Privacy and Security (SOUPS ’13), Newcastle: UK.Search in Google Scholar

Li, T., & Unger, T. (2012). Willing to pay for quality personalization? Trade-off between quality and privacy. European Journal of Information Systems, 21 (6), 621-642.10.1057/ejis.2012.13Search in Google Scholar

Livingston, S. (2008). Taking risky opportunities in youthful content creation: Teenagers’ use of social networking sites for intimacy, privacy and self-expression. New Media & Society, 10 (3), 393-411.10.1177/1461444808089415Search in Google Scholar

Mayer, J. R. (2009). “Any person... a pamphleteer:” Internet anonymity in the age of Web 2.0. Undergraduate Senior Thesis, Princeton University, Princeton, NJ.Search in Google Scholar

Metzger, M. J. (2006). Effects of site, vendor, and consumer characteristics on Web site trust and disclosure. Communication Research, 33 (3), 155-179.10.1177/0093650206287076Search in Google Scholar

Millett, L. I., Friedman, B., & Felten, E. (2001). Cookies and Web browser design: Toward realizing informed consent online. In the proceedings of: the SIGCHI conference on Human Factors in Computing Systems (CHI ’01), Seattle, WA.Search in Google Scholar

Milne, G. R., & Boza, M. E. (1999). Trust and concern in consumers: Perceptions of marketing information management practices. Journal of Interactive Marketing, 13 (1), 5-24.10.1002/(SICI)1520-6653(199924)13:1<5::AID-DIR2>3.0.CO;2-9Search in Google Scholar

Milne, G. R., & Gordon, M. E. (1993). Direct mail privacy-efficiency trade-offs within an implied social-contract framework. Journal of Public Policy & Marketing, 12 (2), 206-215.10.1177/074391569101200206Search in Google Scholar

Milne, G. R., Rohm, A. J., & Bahl, S. (2004). Consumers’ protection of online privacy and identity. Journal of Consumer Affairs, 38 (2), 217-232.10.1111/j.1745-6606.2004.tb00865.xSearch in Google Scholar

Norberg, P. A., Horne, D. R., & Horne, D. A. (2007). The privacy paradox: Personal information disclosure intentions versus behaviors. Journal of Consumer Affairs, 41 (1), 100-126.10.1111/j.1745-6606.2006.00070.xSearch in Google Scholar

Nunnally, J., & Bernstein, I. (1994). Psychometric Theory (3rd ed.). New York: McGraw- Hill.Search in Google Scholar

O’Neill, D. (2001). Analysis of Internet users’ level of online privacy concerns. Social Science Computer Review, 19 (1), 17-31.10.1177/089443930101900103Search in Google Scholar

Ono, H. & Zavodny, M. (2003).Gender and the Internet. Social Science Quarterly, 84 (1), 111-121.10.1111/1540-6237.t01-1-8401007Search in Google Scholar

Paine, C., Reips, U. D., Steiger, S., Joinson, A., & Buchanan, T. (2007). Internet users’ perceptions of ’privacy concerns’ and ’privacy actions’. International Journal of Human-Computer Studies, 65 (6), 526-536.10.1016/j.ijhcs.2006.12.001Search in Google Scholar

Park, Y. J. (2013). Digital literacy and privacy behavior online. Communication Research, 40 (2), 215-236.10.1177/0093650211418338Search in Google Scholar

Phelps, J., Nowak, G., & Ferrell, E. (2000). Privacy concerns and consumer willingness to provide personal information. Journal of Public Policy and Marketing, 19 (1), 27-41.10.1509/jppm.19.1.27.16941Search in Google Scholar

Phelps, J. E., D’Souza, G., & Nowak, G. J. (2001). Antecedents and consequences of consumer privacy concerns: An empirical investigation. Journal of Interactive Marketing, 15 (4), 2-17.10.1002/dir.1019Search in Google Scholar

Pfitzmann, A., & Köhntopp, M. (2001). Anonymity, unobservability, and pseudonymity - a proposal for terminology. In the proceedings of: the International Workshop on Design Issues in Anonymity and Unobservability, H. Federrath (Ed.), pp. 1-9. Berlin, Heidelberg: Springer-Verlag.10.1007/3-540-44702-4_1Search in Google Scholar

Potoglou, D., Palacios, J. F., & Feijóo, C. (2015). An integrated latent variable and choice model to explore the role of privacy concern on stated behavioral intentions in e- commerce. Journal of Choice Modelling, 17, 10-27.10.1016/j.jocm.2015.12.002Search in Google Scholar

Qian, H., & Scott, C. R. (2007). Anonymity and self-disclosure on weblogs. Journal of Computer-Mediated Communication, 12 (4), 1428-1451.10.1111/j.1083-6101.2007.00380.xSearch in Google Scholar

Rainie, L., Kiesler, S., Kang, R. & Madden, M. (2013). Anonymity, privacy, and security online. Pew Research Center’s Internet & American Life Project, September 2013. Retrieved from http://www.pewinternet.org/files/oldmedia//Files/Reports/2013/PIP_AnonymityOnline_090513.pdfSearch in Google Scholar

Sheehan, K. B. (1999). An investigation of gender differences in on-line privacy concerns and resultant behaviors. Journal of Interactive Marketing, 18 (4), 24-38.10.1002/(SICI)1520-6653(199923)13:4<24::AID-DIR3>3.0.CO;2-OSearch in Google Scholar

Sheehan, K. B. & Hoy, M. G. (2000). Dimensions of privacy concern among online consumers. Journal of Public Policy & Marketing, 19 (1), 62-73.10.1509/jppm.19.1.62.16949Search in Google Scholar

Stutzman, F. & Kramer-Duffield, J. (2010). Friends only: Examining a privacy-enhancing behavior in Facebook. In the proceedings of: the 28th Annual CHI Conference on Human Factors in Computing Systems (CHI ’10), Atlanta, GA.Search in Google Scholar

Sutanto, J., Palme, E., Tan, C. H., & Phang, C. W. (2013). Addressing the personalization- privacy paradox: An empirical assessment from a field experiment on Smartphone users. MIS Quarterly, 37 (4), 1141-1164.10.25300/MISQ/2013/37.4.07Search in Google Scholar

Taddicken, M. (2014). The ’privacy paradox’ in the social web: The impact of privacy concerns, individual characteristics, and the perceived social relevance on different forms of self-disclosure. Journal of Computer-Mediated Communication, 19 (2), 248-273.10.1111/jcc4.12052Search in Google Scholar

Talib, S., Clarke, N. L., & Furnell, S. M. (2010). An analysis of information security awareness within home and work environments. In the proceedings of: the 5th International Conference on Availability, Reliability, and Security, Krakow, Poland.Search in Google Scholar

Taylor, D. G., Davis, D. F., & Jillapalli, R. (2009). Privacy concern and online personalization: The moderating effects of information control and compensation. Electronic Commerce Research, 9 (3), 203-223.10.1007/s10660-009-9036-2Search in Google Scholar

Trepte, S., Teutsch, D., Masur, P. K., Eicher, C., Fischer, M., Hennhöfer, A., et al. (2015). Do people know about privacy and data protection strategies? Towards the “Online Privacy Literacy Scale” (OPLIS). In S. Gutwirth, R. Leenes & P. de Hert (Eds.), Reforming European data protection law (pp.333-365). Netherlands: Springer.Search in Google Scholar

Tufekci, Z. (2008). Can you see me now? Audience and disclosure regulation in online social network sites. Bulletin of Science Technology Society, 28 (1), 20-36.10.1177/0270467607311484Search in Google Scholar

Weinstein, N. D. (1989). Optimistic biases about personal risks. Science, 246 (4935), 1232-1233.Search in Google Scholar

Wills, C. E., & Zeljkovic, M. (2011). A personalized approach to web privacy: Awareness, attitudes and actions. Information Management & Computer Security, 19 (1), 53-73.10.1108/09685221111115863Search in Google Scholar

Xu, H., Luo, X. R., Carroll, J. M., & Rosson, M. B. (2011). The personalization privacy paradox: An exploratory study of decision making process for location-aware marketing. Decision Support Systems, 51 (1), 42-52.10.1016/j.dss.2010.11.017Search in Google Scholar

Xu, F., Michael, K., & Chen, X. (2013). Factors affecting privacy disclosure on social network sites: An integrated model. Electronic Commerce Research, 13 (2), 151-168.10.1007/s10660-013-9111-6Search in Google Scholar

Yao, M. Z., & Linz, D. G. (2008). Predicting self-protections of online privacy. Cyberpsychology & Behavior, 11 (5), 615-617.10.1089/cpb.2007.0208Search in Google Scholar

Yoon, S. (2002). The antecedents and consequences of trust in online-purchase decisions. Journal of Interactive Marketing, 16 (2), 47-62.10.1002/dir.10008Search in Google Scholar

Zafeiropoulou, A. M., Millard, D. E., Webber, C., & O’Hara, K. (2013). Unpicking the privacy paradox: Can structuration theory help to explain location-based privacy decisions? In the proceeding of: the 5th annual ACM Web science conference, Paris, France.10.1145/2464464.2464503Search in Google Scholar

Zhitomirsky-Geffet, M., & Bratspiess, Y. (2014). Professional information disclosure on social networks: the case of Facebook and LinkedIn in Israel. Journal of the Association for Information Science and Technology, 67 (3), 493-504.Search in Google Scholar

Received: 2016-12-2
Accepted: 2017-4-18
Published Online: 2017-6-27
Published in Print: 2017-6-27

© 2017

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