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The Transformation of Data Marketing: How an Ethical Lens on Consumer Data Collection Shapes the Future of Marketing

Author

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  • Sophie Hemker

    (Faculty BMS/ETM, University of Twente, 7500 AE Enschede, The Netherlands)

  • Carolina Herrando

    (Faculty of Business and Public Management, University of Zaragoza, 22001 Huesca, Spain)

  • Efthymios Constantinides

    (Faculty BMS/ETM, University of Twente, 7500 AE Enschede, The Netherlands)

Abstract

With a mass of customer data at our fingertips and the ability to use it to individualize promotion strategies, marketing communications, and product offerings, marketing activities are becoming more and more tailored to the individual customer. However, as concerns about online privacy and the handling of personal data take on an ever-increasing significance, marketers must increasingly evaluate and adapt their personalization and data collection methods. As a result, there is an increasing demand to take a critical look at the collection of data for personalization processes from an ethical perspective and to consider implications for further initiatives to maintain consumers’ trust. This research study utilizes a systematic literature review approach to investigate the current state of knowledge on the tradeoff between personalization and customer privacy by synthesizing and integrating extant knowledge. From the results of the present study’s search process, 20 articles were selected and analyzed for this review. Findings emphasize the importance of strengthening consumer relationships by increasing consumer trust, loyalty, confidence, and emotional attachment through specific organizational activities. The adaptation of marketing-related activities can thereby create a competitive advantage for data-collecting companies, as consumer backlash and privacy concerns decrease, and the willingness to disclose data increases. The current research contributes to the field of marketing by reviewing the issue of increasing personalization at the cost of customer privacy and explores how the resulting ethical considerations may affect the future of marketing practices. It thereby serves to help marketeers to implement effective strategies to ensure customer relationships and the resulting willingness to disclose personal data for personalization processes.

Suggested Citation

  • Sophie Hemker & Carolina Herrando & Efthymios Constantinides, 2021. "The Transformation of Data Marketing: How an Ethical Lens on Consumer Data Collection Shapes the Future of Marketing," Sustainability, MDPI, vol. 13(20), pages 1-13, October.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:20:p:11208-:d:653615
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    References listed on IDEAS

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    1. 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.
    2. Kar Yan Tam & Shuk Ying Ho, 2005. "Web Personalization as a Persuasion Strategy: An Elaboration Likelihood Model Perspective," Information Systems Research, INFORMS, vol. 16(3), pages 271-291, September.
    3. 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.
    4. 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.
    5. Jacobson, Jenna & Gruzd, Anatoliy & Hernández-García, à ngel, 2020. "Social media marketing: Who is watching the watchers?," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    6. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    7. 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.
    8. Liyanaarachchi, Gajendra, 2021. "Managing privacy paradox through national culture: Reshaping online retailing strategy," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    9. Mike Z. Yao & Ronald E. Rice & Kier Wallis, 2007. "Predicting user concerns about online privacy," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(5), pages 710-722, March.
    10. Mpinganjira, Mercy & Maduku, Daniel K., 2019. "Ethics of mobile behavioral advertising: Antecedents and outcomes of perceived ethical value of advertised brands," Journal of Business Research, Elsevier, vol. 95(C), pages 464-478.
    11. Ginieis, Matías & Sánchez-Rebull, María-Victoria & Campa-Planas, Fernando, 2012. "The academic journal literature on air transport: Analysis using systematic literature review methodology," Journal of Air Transport Management, Elsevier, vol. 19(C), pages 31-35.
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