IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v148y2022icp174-189.html
   My bibliography  Save this article

The more the better? Data disclosure between the conflicting priorities of privacy concerns, information sensitivity and personalization in e-commerce

Author

Listed:
  • Gouthier, Matthias H.J.
  • Nennstiel, Carina
  • Kern, Nora
  • Wendel, Lars

Abstract

E-commerce companies are beginning to use data analytics to individually address their customers, as such firms are strongly dependent on customers’ willingness to disclose (WTD) personal information. Conceptually known as privacy calculus, a cognitive comparison of the predicted benefits and risks of such a disclosure results in subjective expected utility (SEU). As this construct has not been elucidated in the context of situational factors, namely personalization and information sensitivity, this research utilizes a quantitative experimental study design to analyze these factors and evaluate the impact of SEU on customers’ WTD. Based on an online survey, the study reveals a positive but decreasing effect of personalization on SEU, while identifying information sensitivity as a negative influential factor. In general, the results emphasize the importance of a fair and transparent exchange relationship to foster a data disclosure setting without acute data privacy concerns.

Suggested Citation

  • Gouthier, Matthias H.J. & Nennstiel, Carina & Kern, Nora & Wendel, Lars, 2022. "The more the better? Data disclosure between the conflicting priorities of privacy concerns, information sensitivity and personalization in e-commerce," Journal of Business Research, Elsevier, vol. 148(C), pages 174-189.
  • Handle: RePEc:eee:jbrese:v:148:y:2022:i:c:p:174-189
    DOI: 10.1016/j.jbusres.2022.04.034
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296322003745
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2022.04.034?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kelly D. Martin & Patrick E. Murphy, 2017. "The role of data privacy in marketing," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 135-155, March.
    2. 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.
    3. Kolotylo-Kulkarni, Malgorzata & Xia, Weidong & Dhillon, Gurpreet, 2021. "Information disclosure in e-commerce: A systematic review and agenda for future research," Journal of Business Research, Elsevier, vol. 126(C), pages 221-238.
    4. 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.
    5. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    6. JOHN HOROWITZ & J. LIST & K. E. McCONNELL, 2007. "A Test of Diminishing Marginal Value," Economica, London School of Economics and Political Science, vol. 74(296), pages 650-663, November.
    7. Ruwan Bandara & Mario Fernando & Shahriar Akter, 2020. "Privacy concerns in E-commerce: A taxonomy and a future research agenda," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(3), pages 629-647, September.
    8. Zaichkowsky, Judith Lynne, 1985. "Measuring the Involvement Construct," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(3), pages 341-352, December.
    9. Ioannou, Athina & Tussyadiah, Iis & Lu, Yang, 2020. "Privacy concerns and disclosure of biometric and behavioral data for travel," International Journal of Information Management, Elsevier, vol. 54(C).
    10. Lee, Chung Hun & Cranage, David A., 2011. "Personalisation–privacy paradox: The effects of personalisation and privacy assurance on customer responses to travel Web sites," Tourism Management, Elsevier, vol. 32(5), pages 987-994.
    11. Mary J. Culnan & Pamela K. Armstrong, 1999. "Information Privacy Concerns, Procedural Fairness, and Impersonal Trust: An Empirical Investigation," Organization Science, INFORMS, vol. 10(1), pages 104-115, February.
    12. Tiffany White & Debra Zahay & Helge Thorbjørnsen & Sharon Shavitt, 2008. "Getting too personal: Reactance to highly personalized email solicitations," Marketing Letters, Springer, vol. 19(1), pages 39-50, March.
    13. Rajdeep Grewal & Joseph A. Cote & Hans Baumgartner, 2004. "Multicollinearity and Measurement Error in Structural Equation Models: Implications for Theory Testing," Marketing Science, INFORMS, vol. 23(4), pages 519-529, June.
    14. Belk, Russell W, 1975. "Situational Variables and Consumer Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(3), pages 157-164, December.
    15. 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.
    16. Aiello, Gaetano & Donvito, Raffaele & Acuti, Diletta & Grazzini, Laura & Mazzoli, Valentina & Vannucci, Virginia & Viglia, Giampaolo, 2020. "Customers’ Willingness to Disclose Personal Information throughout the Customer Purchase Journey in Retailing: The Role of Perceived Warmth," Journal of Retailing, Elsevier, vol. 96(4), pages 490-506.
    17. Clay M. Voorhees & Michael K. Brady & Roger Calantone & Edward Ramirez, 2016. "Discriminant validity testing in marketing: an analysis, causes for concern, and proposed remedies," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 119-134, January.
    18. repec:feb:framed:0072 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Blasco-Arcas, Lorena & Kastanakis, Minas N. & Alcañiz, Mariano & Reyes-Menendez, Ana, 2023. "Leveraging user behavior and data science technologies for management: An overview," Journal of Business Research, Elsevier, vol. 154(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fehrenbach, David & Herrando, Carolina, 2021. "The effect of customer-perceived value when paying for a product with personal data: A real-life experimental study," Journal of Business Research, Elsevier, vol. 137(C), pages 222-232.
    2. Pallant, Jason I. & Pallant, Jessica L. & Sands, Sean J. & Ferraro, Carla R. & Afifi, Eslam, 2022. "When and how consumers are willing to exchange data with retailers: An exploratory segmentation," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    3. Shuilin Liu & Xudong Lin & Xiaoli Huang & Hanyang Luo & Sumin Yu, 2023. "Research on Service-Driven Benign Market with Platform Subsidy Strategy," Mathematics, MDPI, vol. 11(2), pages 1-21, January.
    4. Morlok, Tina & Matt, Christian & Hess, Thomas, 2017. "Privatheitsforschung in den Wirtschaftswissenschaften: Entwicklung, Stand und Perspektiven," Working Papers 1/2017, University of Munich, Munich School of Management, Institute for Information Systems and New Media.
    5. Krafft, Manfred & Arden, Christine M. & Verhoef, Peter C., 2017. "Permission Marketing and Privacy Concerns — Why Do Customers (Not) Grant Permissions?," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 39-54.
    6. Hayes, Jameson L. & Brinson, Nancy H. & Bott, Gregory J. & Moeller, Claire M., 2021. "The Influence of Consumer–Brand Relationship on the Personalized Advertising Privacy Calculus in Social Media," Journal of Interactive Marketing, Elsevier, vol. 55(C), pages 16-30.
    7. Slepchuk, Alec N. & Milne, George R. & Swani, Kunal, 2022. "Overcoming privacy concerns in consumers’ use of health information technologies: A justice framework," Journal of Business Research, Elsevier, vol. 141(C), pages 782-793.
    8. Beke, Frank T. & Eggers, Felix & Verhoef, Peter C. & Wieringa, Jaap E., 2022. "Consumers’ privacy calculus: The PRICAL index development and validation," International Journal of Research in Marketing, Elsevier, vol. 39(1), pages 20-41.
    9. 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.
    10. Chen, Yanyan & Mandler, Timo & Meyer-Waarden, Lars, 2021. "Three decades of research on loyalty programs: A literature review and future research agenda," Journal of Business Research, Elsevier, vol. 124(C), pages 179-197.
    11. Cheah, Jun-Hwa & Lim, Xin-Jean & Ting, Hiram & Liu, Yide & Quach, Sara, 2022. "Are privacy concerns still relevant? Revisiting consumer behaviour in omnichannel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    12. Renata Benigna Gonçalves & Júlio César Bastos Figueiredo, 2022. "Effects of perceived risks and benefits in the formation of the consumption privacy paradox: a study of the use of wearables in people practicing physical activities," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(3), pages 1485-1499, September.
    13. Idris Adjerid & Alessandro Acquisti & George Loewenstein, 2019. "Choice Architecture, Framing, and Cascaded Privacy Choices," Management Science, INFORMS, vol. 67(5), pages 2267-2290, May.
    14. Tawfiq Alashoor & Mark Keil & H. Jeff Smith & Allen R. McConnell, 2023. "Too Tired and in Too Good of a Mood to Worry About Privacy: Explaining the Privacy Paradox Through the Lens of Effort Level in Information Processing," Information Systems Research, INFORMS, vol. 34(4), pages 1415-1436, December.
    15. David A. Schweidel & Yakov Bart & J. Jeffrey Inman & Andrew T. Stephen & Barak Libai & Michelle Andrews & Ana Babić Rosario & Inyoung Chae & Zoey Chen & Daniella Kupor & Chiara Longoni & Felipe Thomaz, 2022. "How consumer digital signals are reshaping the customer journey," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1257-1276, November.
    16. Helia Marreiros & Mirco Tonin & Michael Vlassopoulos & M.C. Schraefel, 2016. "“Now that you mention it”: A Survey Experiment on Information, Salience and Online Privacy," BEMPS - Bozen Economics & Management Paper Series BEMPS34, Faculty of Economics and Management at the Free University of Bozen.
    17. Alisa Frik & Luigi Mittone, 2016. "Factors Influencing the Perceived Websites' Privacy Trustworthiness and Users' Purchase Intentions," CEEL Working Papers 1609, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
    18. Chin, Amita Goyal & Harris, Mark A. & Brookshire, Robert, 2018. "A bidirectional perspective of trust and risk in determining factors that influence mobile app installation," International Journal of Information Management, Elsevier, vol. 39(C), pages 49-59.
    19. Hung-Pin Shih & Wuqiang Liu, 2023. "Beyond the trade-offs on Facebook: the underlying mechanisms of privacy choices," Information Systems and e-Business Management, Springer, vol. 21(2), pages 353-387, June.
    20. Bonsón Ponte, Enrique & Carvajal-Trujillo, Elena & Escobar-Rodríguez, Tomás, 2015. "Influence of trust and perceived value on the intention to purchase travel online: Integrating the effects of assurance on trust antecedents," Tourism Management, Elsevier, vol. 47(C), pages 286-302.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:148:y:2022:i:c:p:174-189. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.