Abstract
With our lives being increasingly digital, most users are concerned about their online privacy. Still, many users provide manifold data online and show no protection behaviors. Research has found different explanations for this privacy paradox: users perform a privacy calculus (weighing benefits and concerns about data sharing), make affective and inconsiderate decisions, or are overtaxed by the complexity of privacy protection practices. Complementing these theories, we hypothesize that different user types approach privacy differently. In interviews and focus groups (N = 25), we see that users show a different reasoning for their online behaviors. Subsequently, an online survey (N = 337) was carried out. Using cluster analyses, we identify three user groups: Privacy Guardians are highly concerned and guard their privacy carefully, Privacy Cynics are moderately concerned but feel powerless, and Privacy Pragmatists are less concerned and trade privacy for benefits. The user groups need to be addressed by individually tailored information and communication strategies to be able to adequately benefit from the digital era according to their requirements.
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References
Tene, O., Polonetsky, J.: Privacy in the age of big data: a time for big decisions. Stanford Law Rev. Online 64, 63–69 (2012)
Sagiroglu, S., Sinanc, D.: Big data: a review. 2013 International Conference on Collaboration Technologies and Systems (CTS), p. 42–47 (2013)
Spiekermann, S., Novotny, A.: A vision for global privacy bridges: Technical and legal measures for international data markets. Comput. Law Secur. Rev. 31(2), 181–200 (2015)
European Commission: Special Eurobarometer 431 - Data Protection. Cologne: TNS opinion (2015)
Hampson, F., Bricker, D.: CIGI-IPSOS global survey on internet seurity and trust 2018, release 1: Concern and trust. Ipsos public affairs (2018)
Westin, A.F.: Privacy and freedom. Amer. Soc. Rev. 33(1), 173 (1967)
Spiekermann, S., Korunovska, J.: Towards a value theory for personal data. J. Inf. Technol. 32(1) (2016)
Gerber, N., Gerber, P., Volkamer, M.: Explaining the privacy paradox: a systematic review of literature investigating privacy attitude and behavior. Comput. Secur. 77, 226–261 (2018)
Dinev, T., Hart, P.: An extended privacy calculus model for E-Commerce transactions. Inf. Sys. Res. 17(1), 61–80 (2006)
Kokolakis, S.: Privacy attitudes and privacy behaviour: a review of current research on the privacy paradox phenomenon. Comput. Secur. 2011(2013), 1–29 (2015)
Solove, D.: Understanding Privacy, vol. 13. Harvard University Press, Cambridge (2008)
Warren, S.D., Brandeis, L.D.: The harvard law review association. Harvard Law Rev. 4(5), 193–220 (1890)
Altman, I.: Privacy - a conceptual analysis. Environ. Behav. 8(1), 7–29 (1976)
Burgoon, J.K.: Privacy and communication. Annals. Int. Commun. Assoc. 6(1), 206–249 (1982)
Koops, B.J, Newell, B.C., Timan, T., Skorvanek, I., Chokrevski, T., Galic, M.: A typology of privacy. Univ. Pennsylvanica J. Int. Law 38(2), 1–93 (2017)
European Commission: Data protection eurobarometer european commission (2015)
Rainie, L., Kiesler, S., Kang, R., Madden, M.: Anonymity, privacy, and security online pew research center (2013)
Smith, H.J., Dinev, T., Xu, H.: Information privacy research: an interdisciplinary review. MIS Quarterly 35(4), 989–1015 (2011)
Buchanan, T., Paine, C., Joinson, A.N., Reips, U.D.: Development of measures of online privacy concern and protectin for use on the internet. J. Amrican. Soc. Inform. Sci. Technol. 58(2), 157–165 (2007)
Li, Y.: Empirical studies on online information privacy concerns: Literature review and an integrative framework. Commun. Assoc. Inform. Syst. 28(28), 453–496 (2011)
Baruh, L., Secinti, E., Cemalcilar, Z.: Online privacy concerns and privacy management: a meta-analytical review. J. Commun. 67, 26–53 (2017)
Petronio, S., Durham, W.T.: Communication privacy management theory. Engaging theories in interpersonal communication: Multiple perspectives, pp. 309–322 (2008)
Rogers, R.W.: Cognitive and physiological processes in fear appeals and attitude change: a revised theory of protection motivation. In: Cacioppo, J.T., Petty, R.E. (eds.) Social Psychophysiology: a Sourcebook, pp 153–174. Guilford Press, New York (1983)
Happ, C., Melzer, A., Steffgen, G.: Trick with treat–Reciprocity increases the willingness to communicate personal data. Comput. Hum. Behav. 61, 372–377 (2016)
Beresford, A.R., Kübler, D., Preibusch, S.: Unwillingness to pay for privacy: a field experiment. WZ Discussion Paper, No SP II 2010-03 (2012)
Xu, H., Dinev, T., Smith, J., Hart, P.: Information privacy concerns: Linking individual perceptions with institutional privacy assurances. J. Assoc. Inf. Syst. 12(12), 798–824 (2011)
Lee, H., Park, H., Kim, J.: 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. Int. J. Hum-Comput. St. 71(9), 862–877 (2013)
Dienlin, T., Metzger, M.J.: An extended privacy calculus model for SNSs: analyzing self-disclosure and self-withdrawal in a representative U.S. sample. J. Comput. Mediat. Commun. 21(5), 368–383 (2016)
Sun, Y., Wang, N., Shen, X.L., Zhang, J.X.: Location information disclosure in location-based social network services: Privacy calculus, benefit structure, and gender differences. Comput. Hum. Behav. 52(August), 278–292 (2015)
Ziefle, M., Calero Valdez, A.: Decisions about medical data disclosure in the internet: an age perspective. In: Zhou, J., Salvendy, G. (eds.) 4rd International Conference on Human Aspects of IT for the Aged Population. Applications, Services and Contexts. ITAP 2018. Part of sp ed, pp 1–16. Springer (2018)
Li, H., Wu, J., Gao, Y., Shi, Y.: Examining individuals’ adoption of healthcare wearable devices: an empirical study from privacy calculus perspective. Int. J. Med. Inform. 88(555), 8–17 (2016)
Keith, M.J., Thompson, S.C., Hale, J., Lowry, P.B., Greer, C.: Information disclosure on mobile devices: Re-examining privacy calculus with actual user behavior. Int. J. Hum-Comput. Stud. 71 (12), 1163–1173 (2013)
Knijnenburg, B.P., Raybourn, E., Cherry, D., Wilkinson, D., Sivakumar, S., Sloan, H.: Death to the privacy calculus? SSRN electronic journal (2017)
Acquisti, A., Grossklags, J.: Privacy and rationality in individual decision making. IEEE Secur. Priv. 3(1), 26–33 (2005)
Cho, H., Lee, J.S.S., Chung, S.: Optimistic bias about online privacy risks: Testing the moderating effects of perceived controllability and prior experience. Comput. Hum. Behav. 26(5), 987–995 (2010)
Baek, Y.M., Kim, E.M., Bae, Y.: My privacy is okay, but theirs is endangered: Why comparative optimism matters in online privacy concerns. Comput. Hum. Behav. 31(1), 48–56 (2014)
Kehr, F., Kowatsch, T., Wentzel, D., Fleisch, E.: Blissfully ignorant: the effects of general privacy concerns, general institutional trust, and affect in the privacy calculus. Information Systems Journal 25(6) (2015)
Schomakers, E.M., Lidynia, C., Ziefle, M.: Exploring the acceptance of mHealth applications - do acceptance patterns vary depending on context?. In: International Conference on Applied Human Factors and Ergonomics, pp 53–64. Springer (2019)
Trepte, S., Reinecke, L., Ellison, N.B., Quiring, O., Yao, M.Z., Ziegele, M.: A Cross-Cultural perspective on the privacy calculus. Social Med. Soc. 3(1), 1–13 (2017)
Hoffmann, C.P., Lutz, C., Ranzini, G.: Privacy cynicism: a new approach to the privacy paradox. Cyberpsychology:. J. Psych. Res. Cyberspace 10(4), 1–18 (2016)
Korzaan, M.L., Boswell, K.T.: The influence of personality traits and information privacy concerns on behavioral intentions. J. Comput. Inform. Syst. 48(4), 15–24 (2008)
Sheehan, K.B.: Toward a typology of internet users and online privacy concerns. Inform. Soc. 18 (1), 21–32 (2002)
Woodruff, A., Pihur, V., Consolva, S., Schmidt, L., Brandimarte, L., Alessandro, A.: Would a privacy fundamentalist sell their DNA for $1000... if nothing bad Happened as a result?... The Westin categories, behavioral intentions, and consequences. In: Tenth Symposium on Usable Privacy and Security, pp 1–18 (2014)
Jai, T.M., King, N.J.: Privacy versus reward: Do loyalty programs increase consumers? willingness to share personal information with third-party advertisers and data brokers? J. Retail. Consum. Serv. 28, 296–303 (2016)
Hoofnagle, C.J., King, J.: Research report: What Californians understand about privacy online. Social Science Research Network p. 1–33 (2008)
Baruh, L., Cemalcılar, Z.: It is more than personal: Development and validation of a multidimensional privacy orientation scale. Pers. Indiv. Differ. 70, 165–170 (2014)
Smit, E.G., Van Noort, G., Voorveld, H.A.M.: Understanding online behavioural advertising: User knowledge, privacy concerns and online coping behaviour in Europe. Comput. Hum. Behav. 32, 15–22 (2014)
Lankton, N.K., McKnight, D.H., Tripp, J.F.: Facebook privacy management strategies: a cluster analysis of user privacy behaviors. Comput. Hum. Behav. 76, 149–163 (2017)
Hsieh, H.F., Shannan, S.E.: Three approaches to qualitative content analysis. Qual. Health Res. 15(9), 1277–1288 (2005)
Li, Y.: A multi-level model of individual information privacy beliefs. Electron. Commer. Res. Appl. 13(1), 32–44 (2014)
Xu, H., Dinev, T., Smith, H.J., Hart, P.: Examining the formation of individual’s privacy concerns: toward an integrative view, vol. 6, pp 1–18 (2008)
Beier, G.: Kontrolüberzeugungen im Umgang mit Technik [Technical Self-Efficacy]. Report. Psychologie. 9, 684–693 (1999)
Joinson, A., Paine, C., Buchanan, T., Reips, U.D.: Measuring internet privacy attitudes and behavior: a multi-dimensional approach. Privacy Methodologies’) at the … 32(4) (2006)
Dinev, T., Xu, H., Smith, H.J.: Information privacy values, beliefs and attitudes: an empirical analysis of Web 2.0 privacy. In: Proceedings of the 42nd Hawaii International Conference on System Sciences, pp 1–10 (2009)
McKnight, D.H., Choudhury, V., Kacmar, C.: Developing and validating trust measures for e-commerce: an integrative typology. Info. Sys. Res. 13(3), 334–359 (2002)
Morton, A.: Measuring inherent privacy concern and desire for privacy: a pilot survey study of an instrument to measure dispositional privacy concern. Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013, p. 468–477 (2013)
Ringle, C., Wende, S., Becker, J.M.: SmartPLS 3 smartPLS: Bönningstedt (2015)
Hair, J.F.J., Black, W.C., Babin, B.J., Anderson, R.E.: Multivariate Data Analysis. Pearson Education Limited, Harlow (2014)
Milne, G.R., Pettinico, G., Hajjat, F.M., Markos, E.: Information sensitivity typology: Mapping the degree and type of risk consumers perceive in personal data sharing. Journal of Consumer Affairs, pp. 1–29 (2016)
Festinger, L.: A Theory of Cognitive Dissonance, vol. 2. Stanford University Press, Redwood City (1957)
Kumaraguru, P., Cranor, L.F.: Privacy indexes: a survey of westin’s studies. December (2005)
Hallinan, D., Friedewald, M., McCarthy, P.: Citizens’ perceptions of data protection and privacy in Europe. Comput. Law Secur. Rev. 28(3), 263–272 (2012)
Esayas, S., Mahler, T., McGillivray, K.: Is a picture worth a thousand terms? visualising contract terms and data protectin requiremente for cloud computing users. In: Casteleyn, S, et al. (eds.) ICWE Workshops, vol. 9881, pp 39–56. Springer International Publishing (2016)
Kelley, P.G., Bresee, J., Cranor, L.F., Reeder, R.W.: A “nutrition label” for privacy. In: Proceedings of the 5th Symposium on Usable Privacy and Security SOUPS 2009 (2009)
Schaub, F., Balebako, R., Durity, A.L., Cranor, L.F.: A design space for effective privacy notices. Eleventh Symposium on Usable Privacy and Security (SOUPS) 2015, 1–17 (2015)
Matzutt, R., Müllmann, D., Zeissig, E.M., Horst, C., Kasugai, K., Lidynia, S., et al.: myneData: Towards a trusted and user- controlled ecosystem for sharing personal data. In: Eibl, M., Gaedke, M. (eds.) INFORMATIK 2017, Lecture Notes in Informatics (LNI), pp 1073–1084 (2017)
Kuikkaniemi, K., Poikola, A., Honko, H.: MyData–a nordic model for human-centered personal data management and processing. White Paper (2015)
Prensky, M.: Digital natives, digital immigrants part 1. On the Horizon 9(5), 1–6 (2001)
Bennett, S., Maton, K., Kervin, L.: The `digital natives’ debate: a critical review of the evidence. British J. Educ. Technol. 39(5), 775–786 (2008)
Ribble, M.S., Bailey, G.D., Ross, T.W.: Digital citizenship: Addressing appropriate technology behavior. Learn. Lead. Technol. 32(1), 6 (2004)
Krasnova, H., Veltri, N.F.: Privacy calculus on social networking sites: Explorative evidence from Germany and USA. Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 1–10 (2010)
Schomakers, E.M., Lidynia, C., Vervier, L., Ziefle M. Of guardians, cynics, and pragmatists a typology of privacy concerns and behavior. In: 3rd International Conference on Internet of Things, Big Data and Security. SCITEPRESS- Science and and Technology Publications. pp. 153–163 (2018)
Acknowledgments
The authors would like to thank all participants for their openness in sharing thoughts and opinions. Furthermore, the research support of Stefan Ahlers is highly appreciated. This research was funded by the German Ministry of Education and Research (BMBF) under the project MyneData (KIS1DSD045). The authors declare that they have no conflict of interest.
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Schomakers, EM., Lidynia, C. & Ziefle, M. A Typology of Online Privacy Personalities. J Grid Computing 17, 727–747 (2019). https://doi.org/10.1007/s10723-019-09500-3
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DOI: https://doi.org/10.1007/s10723-019-09500-3