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How social media are collecting more of users’ data: a behavioral model of platform retention strategies

Author

Listed:
  • Anne Corcos

    (LEFMI and Université de Picardie)

  • Levana Hodara

    (Centre d’Économie de l’ENS Paris-Saclay)

Abstract

While the business models of social media are primarily data-driven (Hartmann in Int J Oper Prod Manag 36:1382, 2016), little research has focused on the strategies that platforms use to collect more and more user data. The contribution of this paper is threefold. First, it shows that time spent on social media is also, and primarily, the result of deliberate retention strategies implemented by platforms. Second, it identifies behavioral tools (Kahneman and Tversky in Econometrica 47, 1979) and develops a model that analyzes how these tools are combined to retain users: they encourage behavioral inertia and increase user enjoyment without requiring much effort. Ultimately, beyond the interest in identifying and characterizing these behavioral retention strategies, understanding how they work is a first step toward regaining control over our choices and behaviors. The article also aims to guide lawmakers in their efforts to protect consumers.

Suggested Citation

  • Anne Corcos & Levana Hodara, 2023. "How social media are collecting more of users’ data: a behavioral model of platform retention strategies," SN Business & Economics, Springer, vol. 3(7), pages 1-18, July.
    • Handle: RePEc:spr:snbeco:v:3:y:2023:i:7:d:10.1007_s43546-023-00501-9
    DOI: 10.1007/s43546-023-00501-9
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    References listed on IDEAS

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    1. Shahbaznezhad, Hamidreza & Dolan, Rebecca & Rashidirad, Mona, 2021. "The Role of Social Media Content Format and Platform in Users' Engagement Behavior," Journal of Interactive Marketing, Elsevier, vol. 53(C), pages 47-65.
    2. 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.
    3. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    4. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    5. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    6. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    7. Liu, Zhenyuan & Han, Shuihua & Li, Chao & Gupta, Shivam & Sivarajah, Uthayasankar, 2022. "Leveraging customer engagement to improve the operational efficiency of social commerce start-ups," Journal of Business Research, Elsevier, vol. 140(C), pages 572-582.
    8. Kaplan, Andreas M. & Haenlein, Michael, 2010. "Users of the world, unite! The challenges and opportunities of Social Media," Business Horizons, Elsevier, vol. 53(1), pages 59-68, January.
    9. 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..
    10. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    11. Daniel Kahneman & Jack L. Knetsch & Richard H. Thaler, 1991. "Anomalies: The Endowment Effect, Loss Aversion, and Status Quo Bias," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 193-206, Winter.
    12. Rughinis, Razvan & Rughinis, Cosima & Vulpe, Simona Nicoleta & Rosner, Daniel, 2021. "From social netizens to data citizens: variations of GDPR awareness in 28 European countries," MPRA Paper 109117, University Library of Munich, Germany.
    13. Shawky, Sara & Kubacki, Krzysztof & Dietrich, Timo & Weaven, Scott, 2020. "A dynamic framework for managing customer engagement on social media," Journal of Business Research, Elsevier, vol. 121(C), pages 567-577.
    14. Richard H. Thaler, 2018. "From Cashews to Nudges: The Evolution of Behavioral Economics," American Economic Review, American Economic Association, vol. 108(6), pages 1265-1287, June.
    15. Cao, Dongmei & Meadows, Maureen & Wong, Donna & Xia, Senmao, 2021. "Understanding consumers’ social media engagement behaviour: An examination of the moderation effect of social media context," Journal of Business Research, Elsevier, vol. 122(C), pages 835-846.
    16. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    17. Eric Johnson & Suzanne Shu & Benedict Dellaert & Craig Fox & Daniel Goldstein & Gerald Häubl & Richard Larrick & John Payne & Ellen Peters & David Schkade & Brian Wansink & Elke Weber, 2012. "Beyond nudges: Tools of a choice architecture," Marketing Letters, Springer, vol. 23(2), pages 487-504, June.
    18. Best, Paul & Manktelow, Roger & Taylor, Brian, 2014. "Online communication, social media and adolescent wellbeing: A systematic narrative review," Children and Youth Services Review, Elsevier, vol. 41(C), pages 27-36.
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