Consumers’ privacy calculus: The PRICAL index development and validation
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DOI: 10.1016/j.ijresmar.2021.05.005
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- Wieringa, Jaap & Kannan, P.K. & Ma, Xiao & Reutterer, Thomas & Risselada, Hans & Skiera, Bernd, 2021. "Data analytics in a privacy-concerned world," Journal of Business Research, Elsevier, vol. 122(C), pages 915-925.
- MacKenzie, Scott B. & Podsakoff, Philip M., 2012. "Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies," Journal of Retailing, Elsevier, vol. 88(4), pages 542-555.
- Verhoef, Peter C. & Stephen, Andrew T. & Kannan, P.K. & Luo, Xueming & Abhishek, Vibhanshu & Andrews, Michelle & Bart, Yakov & Datta, Hannes & Fong, Nathan & Hoffman, Donna L. & Hu, Mandy Mantian & No, 2017. "Consumer Connectivity in a Complex, Technology-enabled, and Mobile-oriented World with Smart Products," Journal of Interactive Marketing, Elsevier, vol. 40(C), pages 1-8.
- Avi Goldfarb & Catherine Tucker, 2011. "Online Display Advertising: Targeting and Obtrusiveness," Marketing Science, INFORMS, vol. 30(3), pages 389-404, 05-06.
- Katia Premazzi & Sandro Castaldo & Monica Grosso & Pushkala Raman & Susan Brudvig & Charles F. Hofacker, 2010. "Customer Information Sharing with E-Vendors: The Roles of Incentives and Trust," Post-Print hal-02312827, HAL.
- Joseph F. Hair & G. Tomas M. Hult & Christian M. Ringle & Marko Sarstedt & Kai Oliver Thiele, 2017. "Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 616-632, September.
- Omid Rafieian & Hema Yoganarasimhan, 2021. "Targeting and Privacy in Mobile Advertising," Marketing Science, INFORMS, vol. 40(2), pages 193-218, March.
- Leif Nelson & Duncan Simester & K. Sudhir, 2020. "Introduction to the Special Issue on Marketing Science and Field Experiments," Marketing Science, INFORMS, vol. 39(6), pages 1033-1038, November.
- Fazio, Russell H & Powell, Martha C & Williams, Carol J, 1989. "The Role of Attitude Accessibility in the Attitude-to-Behavior Process," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(3), pages 280-289, December.
- Marcati, Alberto & Guido, Gianluigi & Peluso, Alessandro M., 2008. "The role of SME entrepreneurs' innovativeness and personality in the adoption of innovations," Research Policy, Elsevier, vol. 37(9), pages 1579-1590, October.
- Avi Goldfarb & Catherine Tucker, 2011. "Rejoinder--Implications of "Online Display Advertising: Targeting and Obtrusiveness"," Marketing Science, INFORMS, vol. 30(3), pages 413-415, 05-06.
- Alessandro Acquisti & Hal R. Varian, 2005.
"Conditioning Prices on Purchase History,"
Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
- Alessandro Acquisti & Hal R. Varian, 2002. "Contidioning Prices on Purchase History," Microeconomics 0210001, University Library of Munich, Germany.
- Hille, Patrick & Walsh, Gianfranco & Cleveland, Mark, 2015. "Consumer Fear of Online Identity Theft: Scale Development and Validation," Journal of Interactive Marketing, Elsevier, vol. 30(C), pages 1-19.
- 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.
- Arts, Joep W.C. & Frambach, Ruud T. & Bijmolt, Tammo H.A., 2011. "Generalizations on consumer innovation adoption: A meta-analysis on drivers of intention and behavior," International Journal of Research in Marketing, Elsevier, vol. 28(2), pages 134-144.
- Kusum Ailawadi & Tat Chan & Puneet Manchanda & K. Sudhir, 2020. "Introduction to the Special Issue on Marketing Science and Health," Marketing Science, INFORMS, vol. 39(3), pages 459-464, May.
- Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
- Peltier, James W. & Milne, George R. & Phelps, Joseph E., 2009. "Information Privacy Research: Framework for Integrating Multiple Publics, Information Channels, and Responses," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 191-205.
- Roland T. Rust & Ming-Hui Huang, 2014. "The Service Revolution and the Transformation of Marketing Science," Marketing Science, INFORMS, vol. 33(2), pages 206-221, March.
- Kohli, Ajay K. & Haenlein, Michael, 2021. "Factors Affecting the Study of Important Marketing Issues: Additional Thoughts and Clarifications," International Journal of Research in Marketing, Elsevier, vol. 38(1), pages 29-31.
- Lobschat, Lara & Mueller, Benjamin & Eggers, Felix & Brandimarte, Laura & Diefenbach, Sarah & Kroschke, Mirja & Wirtz, Jochen, 2021. "Corporate digital responsibility," Journal of Business Research, Elsevier, vol. 122(C), pages 875-888.
- 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.
- Jentzsch, Nicola, 2016. "State-of-the-Art of the Economics of Cyber-Security and Privacy," EconStor Research Reports 126223, ZBW - Leibniz Information Centre for Economics.
- George R. Milne & George Pettinico & Fatima M. Hajjat & Ereni Markos, 2017. "Information Sensitivity Typology: Mapping the Degree and Type of Risk Consumers Perceive in Personal Data Sharing," Journal of Consumer Affairs, Wiley Blackwell, vol. 51(1), pages 133-161, March.
- D. Harrison McKnight & Vivek Choudhury & Charles Kacmar, 2002. "Developing and Validating Trust Measures for e-Commerce: An Integrative Typology," Information Systems Research, INFORMS, vol. 13(3), pages 334-359, September.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Tamara Dinev & Paul Hart, 2006. "An Extended Privacy Calculus Model for E-Commerce Transactions," Information Systems Research, INFORMS, vol. 17(1), pages 61-80, March.
- Dan J. Kim & Donald L. Ferrin & H. Raghav Rao, 2009. "Trust and Satisfaction, Two Stepping Stones for Successful E-Commerce Relationships: A Longitudinal Exploration," Information Systems Research, INFORMS, vol. 20(2), pages 237-257, June.
- Kohli, Ajay K. & Haenlein, Michael, 2021. "Factors affecting the study of important marketing issues: Implications and recommendations," International Journal of Research in Marketing, Elsevier, vol. 38(1), pages 1-11.
- David W. Stewart, 2017. "A comment on privacy," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 156-159, March.
- Zhenhui (Jack) Jiang & Cheng Suang Heng & Ben C. F. Choi, 2013. "Research Note —Privacy Concerns and Privacy-Protective Behavior in Synchronous Online Social Interactions," Information Systems Research, INFORMS, vol. 24(3), pages 579-595, September.
- Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
- Urban, Glen L. & Amyx, Cinda & Lorenzon, Antonio, 2009. "Online Trust: State of the Art, New Frontiers, and Research Potential," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 179-190.
- Beke, Frank T. & Eggers, Felix & Verhoef, Peter C., 2018. "Consumer Informational Privacy: Current Knowledge and Research Directions," Foundations and Trends(R) in Marketing, now publishers, vol. 11(1), pages 1-71, July.
- Aguirre, Elizabeth & Mahr, Dominik & Grewal, Dhruv & de Ruyter, Ko & Wetzels, Martin, 2015. "Unraveling the Personalization Paradox: The Effect of Information Collection and Trust-Building Strategies on Online Advertisement Effectiveness," Journal of Retailing, Elsevier, vol. 91(1), pages 34-49.
- Peter, J Paul & Tarpey, Lawrence X, Sr, 1975. "A Comparative Analysis of Three Consumer Decision Strategies," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(1), pages 29-37, June.
- Zaichkowsky, Judith Lynne, 1985. "Measuring the Involvement Construct," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(3), pages 341-352, December.
- Tsang, Eric W. K., 2014. "Old and New," Management and Organization Review, Cambridge University Press, vol. 10(03), pages 390-390, November.
- Naresh K. Malhotra & Sung S. Kim & James Agarwal, 2004. "Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model," Information Systems Research, INFORMS, vol. 15(4), pages 336-355, December.
- Roberts, John H. & Kayande, Ujwal & Stremersch, Stefan, 2014. "From academic research to marketing practice: Some further thoughts," International Journal of Research in Marketing, Elsevier, vol. 31(2), pages 144-146.
- Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
- 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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- Vomberg, Arnd & Schauerte, Nico & Krakowski, Sebastian & Ingram Bogusz, Claire & Gijsenberg, Maarten J. & Bleier, Alexander, 2023. "The cold-start problem in nascent AI strategy: Kickstarting data network effects," Journal of Business Research, Elsevier, vol. 168(C).
- Tayseer Alkdour & Mohammed Amin Almaiah & Rima Shishakly & Abdalwali Lutfi & Mahmoud Alrawad, 2023. "Exploring the Success Factors of Smart City Adoption via Structural Equation Modeling," Sustainability, MDPI, vol. 15(22), pages 1-19, November.
- Wang, Zi & Yuan, Ruizhi & Luo, Jun & Liu, Martin J. & Yannopoulou, Natalia, 2023. "Does personalized advertising have their best interests at heart? A quantitative study of narcissists’ SNS use among Generation Z consumers," Journal of Business Research, Elsevier, vol. 165(C).
- Laura Grassi, 2024. "In a world of Open Finance, are customers willing to share data? An analysis of the data-driven insurance business," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(3), pages 727-753, September.
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Keywords
Privacy; Privacy calculus; Information collection; Index development;All these keywords.
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