It’s now or never! Future discounting in the application of the online privacy calculus

Abstract

Many people engage in extensive use of networked digital systems despite concerns over their privacy, a phenomenon called the “online privacy paradox.” Although privacy calculus research has argued that the benefits of usage usually outweigh the expected privacy losses, it is unclear why people come to this conclusion. We argue that users treat decisions about digital media use as intertemporal choices; that is, they mentally shift into the future the potential damage connected with risk-taking while being convinced of the immediate enjoyment of the benefits of technology use. An online survey conducted among German users for three use cases—e-commerce, online political participation, and self-tracking—indicated that users expect benefits to materialize earlier than associated costs and that the earlier the benefits occur, the higher the amount of benefits users expect. The expected time of the occurrence of benefits and risks explains digital media use in addition to cost–benefit calculations, suggesting a time-discounting bias.

Bibliographic citation

Lünich, M., Marcinkowski, F., & Kieslich, K. (2021). It’s now or never! Future discounting in the application of the online privacy calculus. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 15(3), Article 11. doi:https://doi.org/10.5817/CP2021-3-11

Keywords

Privacy calculus model; intertemporal choices; time discounting; perceptual bias; online political participation; self-tracking; e-commerce

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Abarca-Gómez, L., Abdeen, Z. A., Hamid, Z. A., Abu-Rmeileh, N. M., Acosta-Cazares, B., Acuin, C., Adams, R. J., Aekplakorn, W., Afsana, K., Aguilar-Salinas, C. A., Agyemang, C., Ahmadvand, A., Ahrens, W., Ajlouni, K., Akhtaeva, N., Al-Hazzaa, H. M., Al-Othman, A. R., Al-Raddadi, R., Al Buhairan, F., . . . Ezzati, M. (2017). Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: A pooled analysis of 2416 population-based measurement studies in 128·9 million children, adolescents, and adults. The Lancet, 390(10113), 2627–2642. https://doi.org/10.1016/S0140-6736(17)32129-3

Acquisti, A. (2004). Privacy in electronic commerce and the economics of immediate gratification. In EC '04: Proceedings of the 5th ACM conference on Electronic commerce (pp. 21–29). ACM. https://doi.org/10.1145/988772.988777

Acquisti, A., Brandimarte, L., & Loewenstein, G. (2015). Privacy and human behavior in the age of information. Science, 347(6221), 509–514. https://doi.org/10.1126/science.aaa1465

Acquisti, A., & Grossklags, J. (2005). Privacy and rationality in individual decision making. IEEE Security & Privacy, 3(1), 26–33. https://doi.org/10.1109/MSP.2005.22

AGOF. (2017). Digital facts für Oktober 2017 [Digital facts for October 2017]. https://www.agof.de/service-downloads/downloadcenter/download-daily-digital-facts/

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T

Ajzen, I. (2002). Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior. Journal of Applied Social Psychology, 32(4), 665–683. https://doi.org/10.1111/j.1559-1816.2002.tb00236.x

Aktypi, A., Nurse, J. R. C., & Goldsmith, M. (2017). Unwinding Ariadne's identity thread: Privacy risks with fitness trackers and online social networks. In MPS '17: Proceedings of the 2017 on Multimedia Privacy and Security (pp. 1–11). ACM. https://doi.org/10.1145/3137616.3137617

Amlung, M., Petker, T., Jackson, J., Balodis, I., & MacKillop, J. (2016). Steep discounting of delayed monetary and food rewards in obesity: A meta-analysis. Psychological Medicine, 46(11), 2423–2434. https://doi.org/10.1017/S0033291716000866

Armor, D. A., & Taylor, S. E. (1998). Situated optimism: Specific outcome expectancies and self-regulation. In M. P. Zanna (Ed.), Advances in experimental social psychology, (Vol. 30, pp. 309–379). London: Academic Press. https://doi.org/10.1016/S0065-2601(08)60386-X

Baek, Y. M., Kim, E., & 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. https://doi.org/10.1016/j.chb.2013.10.010

Barth, S., & De Jong, M. D. T. (2017). The privacy paradox – Investigating discrepancies between expressed privacy concerns and actual online behavior – A systematic literature review. Telematics and Informatics, 34(7), 1038–1058. https://doi.org/10.1016/j.tele.2017.04.013

Baruh, L., Secinti, E., & Cemalcilar, Z. (2017). Online privacy concerns and privacy management: A meta-analytical review. Journal of Communication, 67(1), 26–53. https://doi.org/10.1111/jcom.12276

Berns, G. S., Laibson, D., & Loewenstein, G. (2007). Intertemporal choice — toward an integrative framework. Trends in Cognitive Sciences, 11(11), 482–488. https://doi.org/10.1016/j.tics.2007.08.011

Bol, N., Dienlin, T., Kruikemeier, S., Sax, M., Boerman, S. C., Strycharz, J., Helberger, N., & de Vreese, C. H. (2018). Understanding the effects of personalization as a privacy calculus: Analyzing self-disclosure across health, news, and commerce contexts. Journal of Computer-Mediated Communication, 23(6), 370–388. https://doi.org/10.1093/jcmc/zmy020

Chabris, C. F., Laibson, D. I., & Schuldt, J. P. (2010). Intertemporal choice. In S. N. Durlauf & L. E. Blume (Eds.), Behavioural and experimental economics (pp. 168–177). Palgrave Macmillan. https://doi.org/10.1057/9780230280786_22

Chapman, G. B. (1998). Sooner or later: The psychology of intertemporal choice. In D. L. Medin (Ed.), The psychology of learning and motivation: Advances in research and theory (Vol. 38, pp. 83–113). Academic Press.

Choi, H., Park, J., & Jung, Y. (2018). The role of privacy fatigue in online privacy behavior. Computers in Human Behavior, 81, 42–51. https://doi.org/10.1016/j.chb.2017.12.001

Culnan, M. J., & Armstrong, P. K. (1999). Information privacy concerns, procedural fairness, and impersonal trust: An empirical investigation. Organization Science, 10(1), 104–115. https://doi.org/10.1287/orsc.10.1.104

Dienlin, T., & Metzger, M. J. (2016). An extended privacy calculus model for SNSs: Analyzing self-disclosure and self-withdrawal in a representative U.S. sample. Journal of Computer-Mediated Communication, 21(5), 368–383. https://doi.org/10.1111/jcc4.12163

Frederick, S., Loewenstein, G., & O’Donoghue, T. (2002). Time discounting and time preference: A critical review. Journal of Economic Literature, 40(2), 351–401. https://doi.org/10.1257/jel.40.2.351

Fudenberg, D., & Levine, D. K. (2006). A dual-self model of impulse control. American Economic Review, 96(5), 1449–1476. https://doi.org/10.1257/aer.96.5.1449

Gerber, N., Gerber, P., & Volkamer, M. (2018). Explaining the privacy paradox: A systematic review of literature investigating privacy attitude and behavior. Computers & Security, 77, 226–261. https://doi.org/10.1016/j.cose.2018.04.002

Gil de Zúñiga, H., Jung, N., & Valenzuela, S. (2012). Social media use for news and individuals' social capital, civic engagement and political participation. Journal of Computer-Mediated Communication, 17(3), 319–336. https://doi.org/10.1111/j.1083-6101.2012.01574.x

Hann, I.-H., Hui, K.-L., Lee, S.-Y. T., & Png, I. P.L. (2007). Overcoming online information privacy concerns: An information-processing theory approach. Journal of Management Information Systems, 24(2), 13–42. https://doi.org/10.2753/MIS0742-1222240202

Hargittai, E., & Marwick, A. (2016). “What can I really do?”: Explaining the privacy paradox with online apathy. International Journal of Communication, 10, 3737–3757. https://doi.org/10.5167/uzh-148157

Hendrickx, L., & Nicolaij, S. (2004). Temporal discounting and environmental risks: The role of ethical and loss-related concerns. Journal of Environmental Psychology, 24(4), 409–422. https://doi.org/10.1016/j.jenvp.2004.12.001

Hendrickx, L., Vlek, C., & Caljé, H. (1992). Effects of frequency and scenario information on the evaluation of large-scale risks. Organizational Behavior and Human Decision Processes, 52(2), 256–275. https://doi.org/10.1016/0749-5978(92)90038-9

Hoffmann, C. P., Lutz, C., & Ranzini, G. (2016). Privacy cynicism: A new approach to the privacy paradox. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 10(4), Article 7. https://doi.org/10.5817/CP2016-4-7

Infratest dimap. (2018). ARD DeutschlandTREND – April 2018. https://www.infratest-dimap.de/fileadmin/user_upload/dt1804_bericht.pdf

Jernigan, C., & Mistree, B. F. T. (2009). Gaydar: Facebook friendships expose sexual orientation. First Monday, 14(10). https://firstmonday.org/ojs/index.php/fm/article/download/2611/2302

Kahneman, D., Slovic, P., & Tversky, A. (1982). Judgement under uncertainty: Heuristics and biases. Cambridge University Press.

Kokolakis, S. (2017). Privacy attitudes and privacy behaviour: A review of current research on the privacy paradox phenomenon. Computers & Security, 64, 122–134. https://doi.org/10.1016/j.cose.2015.07.002

Krasnova, H., Spiekermann, S., Koroleva, K., & Hildebrand, T. (2010). Online social networks: Why we disclose. Journal of Information Technology, 25(2), 109–125. https://doi.org/10.1057/jit.2010.6

Kruikemeier, S., van Noort, G., Vliegenthart, R., & de Vreese, C. H. (2014). Unraveling the effects of active and passive forms of political Internet use: Does it affect citizens’ political involvement? New Media & Society, 16(6), 903–920. https://doi.org/10.1177/1461444813495163

Laibson, D. (1997). Golden eggs and hyperbolic discounting. The Quarterly Journal of Economics, 112(2), 443–478. https://doi.org/10.1162/003355397555253

Laufer, R. S., & Wolfe, M. (1977). Privacy as a concept and a social issue: A multidimensional developmental theory. Journal of Social Issues, 33(3), 22–42. https://doi.org/10.1111/j.1540-4560.1977.tb01880.x

Loewenstein, G. (2006). The pleasures and pains of information. Science, 312(5774), 704–706. https://doi.org/10.1126/science.1128388

Loewenstein, G. F., Read, D., & Baumeister, R. F. (Eds.). (2003). Time and decision: Economic and psychological perspectives on intertemporal choice. Russel Sage Foundation. http://www.jstor.org/stable/10.7758/9781610443661

Loewenstein, G., & Thaler, R. H. (1989). Anomalies: Intertemporal choice. Journal of Economic Perspectives, 3(4), 181–193. https://doi.org/10.1257/jep.3.4.181

MacKillop, J., Amlung, M. T., Few, L. R., Ray, L. A., Sweet, L. H., & Munafò, M. R. (2011). Delayed reward discounting and addictive behavior: A meta-analysis. Psychopharmacology, 216(3), 305–321. https://doi.org/10.1007/s00213-011-2229-0

Madden, M. (2014). Public perceptions of privacy and security in the post-Snowden era. Pew Research Center. https://www.pewresearch.org/internet/2014/11/12/public-privacy-perceptions/

Metzger, M. J. (2004). Privacy, trust, and disclosure: Exploring barriers to electronic commerce. Journal of Computer-Mediated Communication, 9(4), Article JCMC942. https://doi.org/10.1111/j.1083-6101.2004.tb00292.x

Metzger, M. J., & Suh, J. J. (2017). Comparative optimism about privacy risks on Facebook. Journal of Communication, 67(2), 203–232. https://doi.org/10.1111/jcom.12290

Neff, G., & Nafus, D. (2016). Self-tracking. The MIT Press.

Nicolaij, S., & Hendrickx, L. C. W. P. (2003). The influence of temporal distance of negative consequences on the evaluation of environmental risks. In: L. Hendrickx, W. Jager, L. Steg (Eds). Human decision making and environmental perception. Understanding and assisting human decision making in real-life situations. University of Groningen.

O’Donoghue, T., & Rabin, M. (1999). Doing it now or later. American Economic Review, 89(1), 103–124. https://doi.org/10.1257/aer.89.1.103

Petronio, S. (2002). Boundaries of privacy: Dialectics of disclosure. State University of New York Press.

Petronio, S. (2010). Communication privacy management theory: What do we know about family privacy regulation? Journal of Family Theory & Review, 2(3), 175–196. https://doi.org/10.1111/j.1756-2589.2010.00052.x

Samuelson, P. A. (1937). A note on measurement of utility. The Review of Economic Studies, 4(2), 155–161. https://doi.org/10.2307/2967612

Sharot, T. (2011). The optimism bias. Current Biology, 21(23), R941–R945. https://doi.org/10.1016/j.cub.2011.10.030

Shepperd, J. A., Carroll, P., Grace, J., & Terry, M. (2002). Exploring the causes of comparative optimism. Psychologica Belgica, 42(1–2), 65–98. http://doi.org/10.5334/pb.986

Statistisches Bundesamt. (2016). 47 Millionen Menschen in Deutschland kaufen über das Internet ein [47 million people in Germany shop over the Internet]. https://www.destatis.de/DE/Presse/Pressemitteilungen/Zahl-der-Woche/2016/PD16_28_p002.html;jsessionid=1ADCB676AD5B8ABA40764C9F25332996.cae2

Svenson, O., & Karlsson, G. (1989). Decision-making, time horizons, and risk in the very long-term perspective. Risk Analysis, 9(3), 385–399. https://doi.org/10.1111/j.1539-6924.1989.tb01004.x

Sweeney, L. (2000). Simple demographics often identify people uniquely [Data Privacy Working Paper 3]. https://dataprivacylab.org/projects/identifiability/

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. https://doi.org/10.1111/jcc4.12052

Teutsch, D., Masur, P. K., & Trepte, S. (2018). Privacy in mediated and nonmediated interpersonal communication: How subjective concepts and situational perceptions influence behaviors. Social Media + Society, 4(2). https://doi.org/10.1177/2056305118767134

Thaler, R. H. (1981). Some empirical evidence on dynamic inconsistency. Economic Letters, 8(3), 201–207. https://doi.org/10.1016/0165-1765(81)90067-7

Trepte, S., Reinecke, L., Ellison, N. B., Quiring, O., Yao, M. Z., & Ziegele, M. (2017). A cross-cultural perspective on the privacy calculus. Social Media + Society, 3(1). https://doi.org/10.1177/2056305116688035

Weinstein, N. D. (2000). Perceived probability, perceived severity, and health-protective behavior. Health Psychology, 19(1), 65–74. https://doi.org/10.1037/0278-6133.19.1.65

Weinstein, N. D., & Klein, W. M. (1996). Unrealistic optimism: Present and future. Journal of Social and Clinical Psychology, 15(1), 1–8. https://doi.org/10.1521/jscp.1996.15.1.1

Westin, A. F. (1967). Privacy and freedom. Atheneum.

Whiteford, H. A., Degenhardt, L., Rehm, J., Baxter, A. J., Ferrari, A. J., Erskine, H. E., Charlson, F. J., Norman, R. E., Flaxman, A. D., Johns, N., Burstein, R., Murray, C. J. L., & Vos, T. (2013). Global burden of disease attributable to mental and substance use disorders: Findings from the Global Burden of Disease Study 2010. The Lancet, 382(9904), 1575–1586. https://doi.org/10.1016/S0140-6736(13)61611-6

Wilson, D., & Valacich, J. S. (2012). Unpacking the privacy paradox: Irrational decision-making within the privacy calculus. In ICIS 2012 Proceedings. AIS. https://aisel.aisnet.org/icis2012/proceedings/ResearchInProgress/101

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