IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v64y2022ics0969698921003404.html
   My bibliography  Save this article

When and how consumers are willing to exchange data with retailers: An exploratory segmentation

Author

Listed:
  • Pallant, Jason I.
  • Pallant, Jessica L.
  • Sands, Sean J.
  • Ferraro, Carla R.
  • Afifi, Eslam

Abstract

Consumer data is a crucial resource for retailers. Yet accessing this data increasingly requires consumers to willingly participate in data exchange. This paper draws on social exchange theory and privacy calculus to investigate differences in consumer willingness to exchange data with retailers. Consumers are also profiled on their perceptions of retailer's use and abuse of data, along with the antecedents and outcomes of these perceptions. We employ a cross-sectional quantitative survey and collect data from a sample of 463 US consumers. For statistical analysis, we employ a latent class segmentation and identify six consumer segments which differ in their perceptions of the consumer-retailer data exchange. The key drivers of these segment differences include privacy concerns, technology readiness, and general trust of, and engagement with, retail brands. The segments also differ in their subsequent views towards the use and abuse of their data by retailers, including willingness to exchange data. Hence, when accessing and utilizing consumer data, it is important that brands identify different segments, and adapt their approach accordingly.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:joreco:v:64:y:2022:i:c:s0969698921003404
    DOI: 10.1016/j.jretconser.2021.102774
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698921003404
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretconser.2021.102774?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. Bleier, Alexander & Eisenbeiss, Maik, 2015. "The Importance of Trust for Personalized Online Advertising," Journal of Retailing, Elsevier, vol. 91(3), pages 390-409.
    2. Martin, Kelly D. & Kim, Jisu J. & Palmatier, Robert W. & Steinhoff, Lena & Stewart, David W. & Walker, Beth A. & Wang, Yonggui & Weaven, Scott K., 2020. "Data Privacy in Retail," Journal of Retailing, Elsevier, vol. 96(4), pages 474-489.
    3. Grosso, Monica & Castaldo, Sandro & Li, Hua (Ariel) & Larivière, Bart, 2020. "What Information Do Shoppers Share? The Effect of Personnel-, Retailer-, and Country-Trust on Willingness to Share Information," Journal of Retailing, Elsevier, vol. 96(4), pages 524-547.
    4. Grewal, Dhruv & Roggeveen, Anne L. & Nordfält, Jens, 2017. "The Future of Retailing," Journal of Retailing, Elsevier, vol. 93(1), pages 1-6.
    5. Shanahan, Tyler & Tran, Trang P. & Taylor, Erik C., 2019. "Getting to know you: Social media personalization as a means of enhancing brand loyalty and perceived quality," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 57-65.
    6. Vermunt, Jeroen K., 2010. "Latent Class Modeling with Covariates: Two Improved Three-Step Approaches," Political Analysis, Cambridge University Press, vol. 18(4), pages 450-469.
    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. Bidler, Margarita & Zimmermann, Johanna & Schumann, Jan H. & Widjaja, Thomas, 2020. "Increasing Consumers’ Willingness to Engage in Data Disclosure Processes through Relevance-Illustrating Game Elements," Journal of Retailing, Elsevier, vol. 96(4), pages 507-523.
    9. 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.
    10. 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.
    11. Amit Bhattacharjee & Jonathan Z. Berman & Americus Reed II, 2013. "Tip of the Hat, Wag of the Finger: How Moral Decoupling Enables Consumers to Admire and Admonish," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(6), pages 1167-1184.
    12. Bradlow, Eric T. & Gangwar, Manish & Kopalle, Praveen & Voleti, Sudhir, 2017. "The Role of Big Data and Predictive Analytics in Retailing," Journal of Retailing, Elsevier, vol. 93(1), pages 79-95.
    13. Jai, Tun-Min (Catherine) & King, Nancy J., 2016. "Privacy versus reward: Do loyalty programs increase consumers' willingness to share personal information with third-party advertisers and data brokers?," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 296-303.
    14. 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.
    15. Holmlund, Maria & Van Vaerenbergh, Yves & Ciuchita, Robert & Ravald, Annika & Sarantopoulos, Panagiotis & Ordenes, Francisco Villarroel & Zaki, Mohamed, 2020. "Customer experience management in the age of big data analytics: A strategic framework," Journal of Business Research, Elsevier, vol. 116(C), pages 356-365.
    16. Jian Mou & Dong-Hee Shin & Jason F. Cohen, 2017. "Trust and risk in consumer acceptance of e-services," Electronic Commerce Research, Springer, vol. 17(2), pages 255-288, June.
    17. Sands, Sean & Ferraro, Carla & Campbell, Colin & Pallant, Jason, 2016. "Segmenting multichannel consumers across search, purchase and after-sales," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 62-71.
    18. Sandor Czellar & D. Sprott & E. Spangenberg, 2009. "The Importance of a General Measure of Brand Engagement on Market Behavior: Development and Validation of a Scale," Post-Print hal-00458392, HAL.
    19. Riegger, Anne-Sophie & Klein, Jan F. & Merfeld, Katrin & Henkel, Sven, 2021. "Technology-enabled personalization in retail stores: Understanding drivers and barriers," Journal of Business Research, Elsevier, vol. 123(C), pages 140-155.
    20. 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.
    21. 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.
    22. 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.
    23. Konuş, Umut & Verhoef, Peter C. & Neslin, Scott A., 2008. "Multichannel Shopper Segments and Their Covariates," Journal of Retailing, Elsevier, vol. 84(4), pages 398-413.
    24. Dolnicar, Sara & Grün, Bettina & Leisch, Friedrich, 2016. "Increasing sample size compensates for data problems in segmentation studies," Journal of Business Research, Elsevier, vol. 69(2), pages 992-999.
    25. 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.
    26. Plangger, Kirk & Montecchi, Matteo, 2020. "Thinking Beyond Privacy Calculus: Investigating Reactions to Customer Surveillance," Journal of Interactive Marketing, Elsevier, vol. 50(C), pages 32-44.
    27. Tyrväinen, Olli & Karjaluoto, Heikki & Saarijärvi, Hannu, 2020. "Personalization and hedonic motivation in creating customer experiences and loyalty in omnichannel retail," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    28. Krafft, Manfred & Kumar, V. & Harmeling, Colleen & Singh, Siddharth & Zhu, Ting & Chen, Jialie & Duncan, Tom & Fortin, Whitney & Rosa, Erin, 2021. "Insight is power: Understanding the terms of the consumer-firm data exchange," Journal of Retailing, Elsevier, vol. 97(1), pages 133-149.
    29. 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.
    30. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    31. Janice Y. Tsai & Serge Egelman & Lorrie Cranor & Alessandro Acquisti, 2011. "The Effect of Online Privacy Information on Purchasing Behavior: An Experimental Study," Information Systems Research, INFORMS, vol. 22(2), pages 254-268, June.
    32. Tran, Trang P., 2017. "Personalized ads on Facebook: An effective marketing tool for online marketers," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 230-242.
    33. Plangger, Kirk & Watson, Richard T., 2015. "Balancing customer privacy, secrets, and surveillance: Insights and management," Business Horizons, Elsevier, vol. 58(6), pages 625-633.
    34. Kirsten Cowan & Atefeh Yazdanparast, 2021. "Consequences of Moral Transgressions: How Regulatory Focus Orientation Motivates or Hinders Moral Decoupling," Journal of Business Ethics, Springer, vol. 170(1), pages 115-132, April.
    35. Campbell, Colin & Sands, Sean & Ferraro, Carla & Tsao, Hsiu-Yuan (Jody) & Mavrommatis, Alexis, 2020. "From data to action: How marketers can leverage AI," Business Horizons, Elsevier, vol. 63(2), pages 227-243.
    36. Rust, Roland T., 2020. "The future of marketing," International Journal of Research in Marketing, Elsevier, vol. 37(1), pages 15-26.
    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. Cheng, Junjun & Chen, Bo & Huang, Zihang, 2023. "Collective-based ad transparency in targeted hotel advertising: Consumers’ regulatory focus underlying the crowd safety effect," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    2. Bartholomew, Darrell E. & Williamson, Mark, 2022. "Retail media networks," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    3. Artur Strzelecki & Mariia Rizun, 2022. "Consumers’ Change in Trust and Security after a Personal Data Breach in Online Shopping," Sustainability, MDPI, vol. 14(10), pages 1-17, May.
    4. Luo, Yingyu & Zhou, Li & Huang, Jing & Wang, Xiaoxin & Sun, Rui & Zhu, Guowei, 2023. "Platform perspective verse user perspective: The role of expression perspective in privacy disclosure," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    5. Ferraro, Carla & Wheeler, Melissa A. & Pallant, Jason I. & Wilson, Samuel G. & Oldmeadow, Julian, 2023. "Not so trustless after all: Trust in Web3 technology and opportunities for brands," Business Horizons, Elsevier, vol. 66(5), pages 667-678.
    6. Degutis, Mindaugas & UrbonaviÄ ius, Sigitas & Hollebeek, Linda D. & Anselmsson, Johan, 2023. "Consumers’ willingness to disclose their personal data in e-commerce: A reciprocity-based social exchange perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    7. Gutierrez, Anabel & Punjaisri, Khanyapuss & Desai, Bhavini & Syed Alwi, Sharifah Faridah & O'Leary, Simon & Chaiyasoonthorn, Wornchanok & Chaveesuk, Singha, 2023. "Retailers, don't ignore me on social media! The importance of consumer-brand interactions in raising purchase intention - Privacy the Achilles heel," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    8. Urbonavicius, Sigitas, 2023. "Relative power of online buyers in regard to a store: How it encourages them to disclose their personal data?," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    9. Alzaidi, Maram Saeed & Agag, Gomaa, 2022. "The role of trust and privacy concerns in using social media for e-retail services: The moderating role of COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    10. Linyuan Liu & Haibin Zhu & Shenglei Chen, 2022. "Balancing Privacy Risk and Benefit in Service Selection for Multiprovision Cloud Service Composition," Mathematics, MDPI, vol. 10(10), pages 1-33, May.

    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. 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.
    2. Urbonavicius, Sigitas, 2023. "Relative power of online buyers in regard to a store: How it encourages them to disclose their personal data?," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    3. 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.
    4. Degutis, Mindaugas & UrbonaviÄ ius, Sigitas & Hollebeek, Linda D. & Anselmsson, Johan, 2023. "Consumers’ willingness to disclose their personal data in e-commerce: A reciprocity-based social exchange perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    5. 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.
    6. 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.
    7. Bidler, Margarita & Zimmermann, Johanna & Schumann, Jan H. & Widjaja, Thomas, 2020. "Increasing Consumers’ Willingness to Engage in Data Disclosure Processes through Relevance-Illustrating Game Elements," Journal of Retailing, Elsevier, vol. 96(4), pages 507-523.
    8. Cheng, Junjun & Chen, Bo & Huang, Zihang, 2023. "Collective-based ad transparency in targeted hotel advertising: Consumers’ regulatory focus underlying the crowd safety effect," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    9. 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.
    10. Cloarec, Julien, 2022. "Privacy controls as an information source to reduce data poisoning in artificial intelligence-powered personalization," Journal of Business Research, Elsevier, vol. 152(C), pages 144-153.
    11. Cloarec, Julien, 2020. "The personalization–privacy paradox in the attention economy," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    12. Pizzi, Gabriele & Vannucci, Virginia & Shukla, Yupal & Aiello, Gaetano, 2022. "Privacy concerns and justice perceptions with the disclosure of biometric versus behavioral data for personalized pricing tell me who you are, I’ll tell you how much you pay. Consumers’ fairness and p," Journal of Business Research, Elsevier, vol. 148(C), pages 420-432.
    13. 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.
    14. 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.
    15. Plangger, Kirk & Montecchi, Matteo, 2020. "Thinking Beyond Privacy Calculus: Investigating Reactions to Customer Surveillance," Journal of Interactive Marketing, Elsevier, vol. 50(C), pages 32-44.
    16. Martin, Kelly D. & Kim, Jisu J. & Palmatier, Robert W. & Steinhoff, Lena & Stewart, David W. & Walker, Beth A. & Wang, Yonggui & Weaven, Scott K., 2020. "Data Privacy in Retail," Journal of Retailing, Elsevier, vol. 96(4), pages 474-489.
    17. Swani, Kunal & Milne, George R. & Slepchuk, Alec N., 2021. "Revisiting Trust and Privacy Concern in Consumers' Perceptions of Marketing Information Management Practices: Replication and Extension," Journal of Interactive Marketing, Elsevier, vol. 56(C), pages 137-158.
    18. Dhruv Grewal & John Hulland & Praveen K. Kopalle & Elena Karahanna, 2020. "The future of technology and marketing: a multidisciplinary perspective," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 1-8, January.
    19. Lena Steinhoff & Denni Arli & Scott Weaven & Irina V. Kozlenkova, 2019. "Online relationship marketing," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 369-393, May.
    20. Grosso, Monica & Castaldo, Sandro & Li, Hua (Ariel) & Larivière, Bart, 2020. "What Information Do Shoppers Share? The Effect of Personnel-, Retailer-, and Country-Trust on Willingness to Share Information," Journal of Retailing, Elsevier, vol. 96(4), pages 524-547.

    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:joreco:v:64:y:2022:i:c:s0969698921003404. 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: https://www.journals.elsevier.com/journal-of-retailing-and-consumer-services .

    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.