IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v196y2023ics0040162523004742.html
   My bibliography  Save this article

Privacy concern and its consequences: A meta-analysis

Author

Listed:
  • Kim, Yeolib
  • Kim, Seung Hyun
  • Peterson, Robert A.
  • Choi, Jeonghye

Abstract

Concern about information privacy (“privacy concern”) and its consequences has been a frequent topic of research that spans privacy theories (e.g., privacy calculus theory) and non-privacy theories (e.g., organizational justice theory) alike. In empirical research, drawing from various theories and research designs, studies have produced widely divergent findings yet to be fully explained. Such conflicting results can misinform researchers, organizations, and policymakers about privacy concerns and what type of privacy policies and regulations should be enacted. To provide meaningful and conclusive implications, a meta-analysis of 181 independent studies (N = 99,092) was conducted to consolidate the current literature on privacy concern. The meta-analysis revealed that privacy concern exhibited significant relationships with selected consequences (e.g., trust, disclosure intentions, protection behavior). Even so, moderator analyses demonstrated that theoretical (e.g., culture) and methodological (e.g., measurement instrument) factors influence certain privacy concern relationships. Supplementary analyses revealed that the “privacy paradox” phenomenon is generalizable in that privacy concern exhibited a larger impact on behavioral intentions than on actual behavior. The theoretical and practical implications of the research findings are discussed and future research topics proposed.

Suggested Citation

  • Kim, Yeolib & Kim, Seung Hyun & Peterson, Robert A. & Choi, Jeonghye, 2023. "Privacy concern and its consequences: A meta-analysis," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  • Handle: RePEc:eee:tefoso:v:196:y:2023:i:c:s0040162523004742
    DOI: 10.1016/j.techfore.2023.122789
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162523004742
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2023.122789?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. Tom Buchanan & Carina Paine & Adam N. Joinson & Ulf‐Dietrich Reips, 2007. "Development of measures of online privacy concern and protection for use on the Internet," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(2), pages 157-165, January.
    2. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2015. "The Hidden Cost of Accommodating Crowdfunder Privacy Preferences: A Randomized Field Experiment," Management Science, INFORMS, vol. 61(5), pages 949-962, May.
    3. Tamara Dinev & Massimo Bellotto & Paul Hart & Vincenzo Russo & Ilaria Serra & Christian Colautti, 2006. "Privacy calculus model in e-commerce – a study of Italy and the United States," European Journal of Information Systems, Taylor & Francis Journals, vol. 15(4), pages 389-402, August.
    4. William J. Burns & Ellen Peters & Paul Slovic, 2012. "Risk Perception and the Economic Crisis: A Longitudinal Study of the Trajectory of Perceived Risk," Risk Analysis, John Wiley & Sons, vol. 32(4), pages 659-677, April.
    5. Sue Duval & Richard Tweedie, 2000. "Trim and Fill: A Simple Funnel-Plot–Based Method of Testing and Adjusting for Publication Bias in Meta-Analysis," Biometrics, The International Biometric Society, vol. 56(2), pages 455-463, June.
    6. Dan J Kim & Myung-Seong Yim & Vijayan Sugumaran & H Raghav Rao, 2016. "Web assurance seal services, trust and consumers’ concerns: an investigation of e-commerce transaction intentions across two nations," European Journal of Information Systems, Taylor & Francis Journals, vol. 25(3), pages 252-273, May.
    7. France Bélanger & Tabitha L. James, 2020. "A Theory of Multilevel Information Privacy Management for the Digital Era," Information Systems Research, INFORMS, vol. 31(2), pages 510-536, June.
    8. Wirtz, Jochen & Xiao, Ping & Chiang, Jeongwen & Malhotra, Naresh, 2014. "Contrasting the Drivers of Switching Intent and Switching Behavior in Contractual Service Settings," Journal of Retailing, Elsevier, vol. 90(4), pages 463-480.
    9. Sara Quach & Park Thaichon & Kelly D. Martin & Scott Weaven & Robert W. Palmatier, 2022. "Digital technologies: tensions in privacy and data," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1299-1323, November.
    10. Kathy A. Stewart & Albert H. Segars, 2002. "An Empirical Examination of the Concern for Information Privacy Instrument," Information Systems Research, INFORMS, vol. 13(1), pages 36-49, March.
    11. François A. Carrillat & Renaud Legoux & Allègre L. Hadida, 2018. "Debates and assumptions about motion picture performance: a meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 46(2), pages 273-299, March.
    12. Kim, Yeolib & Peterson, Robert A., 2017. "A Meta-analysis of Online Trust Relationships in E-commerce," Journal of Interactive Marketing, Elsevier, vol. 38(C), pages 44-54.
    13. Viechtbauer, Wolfgang, 2010. "Conducting Meta-Analyses in R with the metafor Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 36(i03).
    14. Eastlick, Mary Ann & Lotz, Sherry L. & Warrington, Patricia, 2006. "Understanding online B-to-C relationships: An integrated model of privacy concerns, trust, and commitment," Journal of Business Research, Elsevier, vol. 59(8), pages 877-886, August.
    15. Clouse Shawn F. & Wright Ryan T. & Pike Ronald E., 2010. "Employee Information Privacy Concerns with Employer Held Data: A Comparison of Two Prevalent Privacy Models," Journal of Information Privacy and Security, Taylor & Francis Journals, vol. 6(3), pages 47-71, July.
    16. Mosteller, Jill & Poddar, Amit, 2017. "To Share and Protect: Using Regulatory Focus Theory to Examine the Privacy Paradox of Consumers' Social Media Engagement and Online Privacy Protection Behaviors," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 27-38.
    17. Julien Cloarec & Lars Meyer‐waarden & Andreas Munzel, 2022. "The personalization–privacy paradox at the nexus of social exchange and construal level theories," Post-Print hal-03385873, HAL.
    18. Krishen, Anjala S. & Raschke, Robyn L. & Close, Angeline G. & Kachroo, Pushkin, 2017. "A power-responsibility equilibrium framework for fairness: Understanding consumers' implicit privacy concerns for location-based services," Journal of Business Research, Elsevier, vol. 73(C), pages 20-29.
    19. 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.
    20. Shi-Woei Lin & Yu-Cheng Liu, 2012. "The effects of motivations, trust, and privacy concern in social networking," Service Business, Springer;Pan-Pacific Business Association, vol. 6(4), pages 411-424, December.
    21. Deborah Compeau & Barbara Marcolin & Helen Kelley & Chris Higgins, 2012. "Research Commentary ---Generalizability of Information Systems Research Using Student Subjects---A Reflection on Our Practices and Recommendations for Future Research," Information Systems Research, INFORMS, vol. 23(4), pages 1093-1109, December.
    22. Peterson, Robert A, 2001. "On the Use of College Students in Social Science Research: Insights from a Second-Order Meta-analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(3), pages 450-461, December.
    23. 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.
    Full references (including those not matched with items on IDEAS)

    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. Lütjens, Henk & Eisenbeiss, Maik & Fiedler, Maximilian & Bijmolt, Tammo, 2022. "Determinants of consumers’ attitudes towards digital advertising – A meta-analytic comparison across time and touchpoints," Journal of Business Research, Elsevier, vol. 153(C), pages 445-466.
    2. Ying, Shiyi & Huang, Youlin & Qian, Lixian & Song, Jinzhu, 2023. "Privacy paradox for location tracking in mobile social networking apps: The perspectives of behavioral reasoning and regulatory focus," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    3. Mwesiumo, Deodat & Halpern, Nigel & Budd, Thomas & Suau-Sanchez, Pere & Bråthen, Svein, 2021. "An exploratory and confirmatory composite analysis of a scale for measuring privacy concerns," Journal of Business Research, Elsevier, vol. 136(C), pages 63-75.
    4. Dah-Kwei Liou & Wen-Hai Chih & Li-Chun Hsu & Chia-Yi Huang, 2016. "Investigating information sharing behavior: the mediating roles of the desire to share information in virtual communities," Information Systems and e-Business Management, Springer, vol. 14(2), pages 187-216, May.
    5. Weiyin Hong & Frank K. Y. Chan & James Y. L. Thong, 2021. "Drivers and Inhibitors of Internet Privacy Concern: A Multidimensional Development Theory Perspective," Journal of Business Ethics, Springer, vol. 168(3), pages 539-564, January.
    6. 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.
    7. Heng Xu & Hock-Hai Teo & Bernard C. Y. Tan & Ritu Agarwal, 2012. "Research Note ---Effects of Individual Self-Protection, Industry Self-Regulation, and Government Regulation on Privacy Concerns: A Study of Location-Based Services," Information Systems Research, INFORMS, vol. 23(4), pages 1342-1363, December.
    8. Potoglou, Dimitris & Palacios, Juan & Feijoo, Claudio & Gómez Barroso, Jose-Luis, 2015. "The supply of personal information: A study on the determinants of information provision in e-commerce scenarios," 26th European Regional ITS Conference, Madrid 2015 127174, International Telecommunications Society (ITS).
    9. Corey Angst, 2009. "Protect My Privacy or Support the Common-Good? Ethical Questions About Electronic Health Information Exchanges," Journal of Business Ethics, Springer, vol. 90(2), pages 169-178, November.
    10. 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.
    11. David Harborth & Sebastian Pape, 2020. "Empirically Investigating Extraneous Influences on the “APCO” Model—Childhood Brand Nostalgia and the Positivity Bias," Future Internet, MDPI, vol. 12(12), pages 1-16, December.
    12. Tajvidi, Mina & Richard, Marie-Odile & Wang, YiChuan & Hajli, Nick, 2020. "Brand co-creation through social commerce information sharing: The role of social media," Journal of Business Research, Elsevier, vol. 121(C), pages 476-486.
    13. Inman, J. Jeffrey & Nikolova, Hristina, 2017. "Shopper-Facing Retail Technology: A Retailer Adoption Decision Framework Incorporating Shopper Attitudes and Privacy Concerns," Journal of Retailing, Elsevier, vol. 93(1), pages 7-28.
    14. 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.
    15. Potoglou, Dimitris & Palacios, Juan-Francisco & Feijóo, Claudio, 2015. "An integrated latent variable and choice model to explore the role of privacy concern on stated behavioural intentions in e-commerce," Journal of choice modelling, Elsevier, vol. 17(C), pages 10-27.
    16. 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.
    17. Okazaki, Shintaro & Eisend, Martin & Plangger, Kirk & de Ruyter, Ko & Grewal, Dhruv, 2020. "Understanding the Strategic Consequences of Customer Privacy Concerns: A Meta-Analytic Review," Journal of Retailing, Elsevier, vol. 96(4), pages 458-473.
    18. Xie, Yi & Chen, Ke & Guo, Xiaoling, 2020. "Online anthropomorphism and consumers’ privacy concern: Moderating roles of need for interaction and social exclusion," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    19. 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.
    20. Rouven-B. Wiegard & Michael H. Breitner, 2019. "Smart services in healthcare: A risk-benefit-analysis of pay-as-you-live services from customer perspective in Germany," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(1), pages 107-123, March.

    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:tefoso:v:196:y:2023:i:c:s0040162523004742. 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.sciencedirect.com/science/journal/00401625 .

    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.