How much is our online privacy worth? A comparison of the value of personal data to internet users and online platforms in Poland
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DOI: 10.1016/j.techsoc.2025.103014
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- Veronica Barassi, 2019. "Datafied Citizens in the Age of Coerced Digital Participation," Sociological Research Online, , vol. 24(3), pages 414-429, September.
- Joy Wu, 2025. "Secondary Market Monetization and Willingness to Share Personal Data," Management Science, INFORMS, vol. 71(10), pages 8471-8490, October.
- Jonker, Julian David, 2025. "Is Data Labor? Two Conceptions of Work and the User-Platform Relationship," Business Ethics Quarterly, Cambridge University Press, vol. 35(2), pages 153-186, April.
- Christian A. Vossler & Maurice Doyon & Daniel Rondeau, 2012.
"Truth in Consequentiality: Theory and Field Evidence on Discrete Choice Experiments,"
American Economic Journal: Microeconomics, American Economic Association, vol. 4(4), pages 145-171, November.
- Frédéric Roy-Vigneault & Daniel Rondeau & Maurice Doyon & Christian A. Vossler, 2010. "Truth in Consequentiality: Theory and Field Evidence on Discrete Choice Experiments," CIRANO Working Papers 2010s-43, CIRANO.
- Anya Skatova & Rebecca McDonald & Sinong Ma & Carsten Maple, 2023. "Unpacking privacy: Valuation of personal data protection," PLOS ONE, Public Library of Science, vol. 18(5), pages 1-21, May.
- Garrett A. Johnson & Scott K. Shriver & Shaoyin Du, 2020. "Consumer Privacy Choice in Online Advertising: Who Opts Out and at What Cost to Industry?," Marketing Science, INFORMS, vol. 39(1), pages 33-51, January.
- Timo Mueller-Tribbensee & Klaus M. Miller & Bernd Skiera, 2024.
"Paying for Privacy: Pay-or-Tracking Walls,"
Papers
2403.03610, arXiv.org.
- Müller-Tribbensee, Timo & Miller, Klaus M. & Skiera, Bernd, 2024. "Paying for Privacy: Pay-or-Tracking Walls," HEC Research Papers Series 1514, HEC Paris.
- Timo Müller-Tribbensee & Klaus Miller & Bernd Skiera, 2024. "Paying for Privacy: Pay-or-Tracking Walls," Working Papers hal-04759155, HAL.
- Ferrini, Silvia & Scarpa, Riccardo, 2007. "Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study," Journal of Environmental Economics and Management, Elsevier, vol. 53(3), pages 342-363, May.
- Sobolewski, Maciej, 2021.
"Measuring consumer well-being from using free-of-charge digital services. The case of navigation apps,"
Information Economics and Policy, Elsevier, vol. 56(C).
- Maciej Sobolewski, 2021. "Measuring consumer well-being from using zero price digital services: The case of navigation apps and location-based services," JRC Working Papers on Digital Economy 2021-04, Joint Research Centre.
- Tunçel, Tuba & Hammitt, James K., 2014. "A new meta-analysis on the WTP/WTA disparity," Journal of Environmental Economics and Management, Elsevier, vol. 68(1), pages 175-187.
- Christian Montag & Bernd Lachmann & Marc Herrlich & Katharina Zweig, 2019. "Addictive Features of Social Media/Messenger Platforms and Freemium Games against the Background of Psychological and Economic Theories," IJERPH, MDPI, vol. 16(14), pages 1-16, July.
- Scarpa, Riccardo & Rose, John M., 2008.
"Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why,"
Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), pages 1-30.
- Riccardo Scarpa & John M. Rose, 2008. "Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), pages 253-282, September.
- John M. Rose & Riccardo Scarpa, 2007. "Designs Efficiency for Non-market Valuation with Choice Modelling: How to Measure It, What to Report and Why," Working Papers in Economics 07/21, University of Waikato.
- repec:osf:osfxxx:akqhn_v1 is not listed on IDEAS
- A. G. Winegar & C. R. Sunstein, 2019. "How Much Is Data Privacy Worth? A Preliminary Investigation," Journal of Consumer Policy, Springer, vol. 42(3), pages 425-440, September.
- Nick Hanley & Mikołaj Czajkowski, 2019. "The Role of Stated Preference Valuation Methods in Understanding Choices and Informing Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 248-266.
- Richard T. Carson, 2012. "Contingent Valuation: A Practical Alternative When Prices Aren't Available," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 27-42, Fall.
- Jeffrey T. Prince & Scott Wallsten, 2022. "How much is privacy worth around the world and across platforms?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(4), pages 841-861, November.
- H. Li & A. Nill, 2020. "Online Behavioral Targeting: Are Knowledgeable Consumers Willing to Sell Their Privacy?," Journal of Consumer Policy, Springer, vol. 43(4), pages 723-745, December.
- Erik Brynjolfsson & Avinash Collis & Felix Eggers, 2019.
"Using massive online choice experiments to measure changes in well-being,"
Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(15), pages 7250-7255, April.
- Erik Brynjolfsson & Felix Eggers & Avinash Gannamaneni, 2018. "Using Massive Online Choice Experiments to Measure Changes in Well-being," NBER Working Papers 24514, National Bureau of Economic Research, Inc.
- Brynjolfsson, Erik & Collis, Avinash & Eggers, Felix, 2019. "Using Massive Online Choice Experiments to Measure Changes in Well-being," OSF Preprints akqhn, Center for Open Science.
- Czajkowski, Mikołaj & Bartczak, Anna & Giergiczny, Marek & Navrud, Stale & Żylicz, Tomasz, 2014. "Providing preference-based support for forest ecosystem service management," Forest Policy and Economics, Elsevier, vol. 39(C), pages 1-12.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge Books,
Cambridge University Press, number 9780521747387, November.
- Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2, December.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, November.
- Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
- Ziller, Conrad & Loepp, Benedikt & Kindermann, Bastian & Köchling, Gerrit & Fadeeva, Yuliya, 2025. "Willingness to share personal data online: The role of social influence and sustainability," Technology in Society, Elsevier, vol. 83(C).
- Wu, Chao, 2024. "Data privacy: From transparency to fairness," Technology in Society, Elsevier, vol. 76(C).
- W. Michael Hanemann, 1984. "Welfare Evaluations in Contingent Valuation Experiments with Discrete Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 332-341.
- Richard T. Carson & Theodore Groves & John A. List, 2014.
"Consequentiality: A Theoretical and Experimental Exploration of a Single Binary Choice,"
Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(1), pages 171-207.
- Richard Carson & Theodore Groves & John List, 2013. "Consequentiality: A Theoretical and Experimental Exploration of a Single Binary Choice," Natural Field Experiments 00459, The Field Experiments Website.
- Sindermann, Cornelia & Löchner, Nana & Heinzelmann, Rebecca & Montag, Christian & Scholz, Roland W., 2024. "The revenue model of mainstream online social networks and potential alternatives: A scenario-based evaluation by German adolescents and adults," Technology in Society, Elsevier, vol. 77(C).
- Jane Andrew & Max Baker, 2021. "The General Data Protection Regulation in the Age of Surveillance Capitalism," Journal of Business Ethics, Springer, vol. 168(3), pages 565-578, January.
- Imanol Arrieta-Ibarra & Leonard Goff & Diego Jiménez-Hernández & Jaron Lanier & E. Glen Weyl, 2018. "Should We Treat Data as Labor? Moving beyond "Free"," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 38-42, May.
- Richard T. Carson & Miko_aj Czajkowski, 2014. "The discrete choice experiment approach to environmental contingent valuation," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 9, pages 202-235, Edward Elgar Publishing.
- Steffen Huck & Georg Kirchsteiger & Jörg Oechssler, 2005.
"Learning to like what you have - explaining the endowment effect,"
Economic Journal, Royal Economic Society, vol. 115(505), pages 689-702, July.
- Huck, Steffen & Kirchsteiger, Georg & Oechssler, Jörg, 1997. "Learning to like what you have: Explaining the endowment effect," SFB 373 Discussion Papers 1997,38, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
- Steffen Huck & Georg Kirchsteiger & Joerg Oechssler, 1997. "Learning to Like What You Have - Explaining the Endowment Effect," Game Theory and Information 9702001, University Library of Munich, Germany, revised 15 May 1997.
- Huck, Steffen & Kirchsteiger, Georg & Oechssler, Jörg, 2003. "Learning to Like What You Have: Explaining the Endowment Effect," Bonn Econ Discussion Papers 5/2003, University of Bonn, Bonn Graduate School of Economics (BGSE).
- Miller, Klaus M. & Skiera, Bernd, 2024.
"Economic consequences of online tracking restrictions: Evidence from cookies,"
International Journal of Research in Marketing, Elsevier, vol. 41(2), pages 241-264.
- Klaus M. Miller & Bernd Skiera, 2023. "Economic Consequences of Online Tracking Restrictions: Evidence from Cookies," Papers 2303.09147, arXiv.org, revised Jul 2023.
- Riccardo Scarpa & Mara Thiene & Kenneth Train, 2008. "Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 994-1010.
- Alessandro Acquisti & Leslie K. John & George Loewenstein, 2013. "What Is Privacy Worth?," The Journal of Legal Studies, University of Chicago Press, vol. 42(2), pages 249-274.
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Cited by:
- Zhang, Kaige & Pang, Hua, 2026. "How does risk information exposure affect AI-driven technology users’ privacy protection? Combining social amplification of risk framework and technology threat avoidance theory," Technology in Society, Elsevier, vol. 84(C).
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