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Data Slots: trade-offs between privacy concerns and benefits of data-driven solutions

Author

Listed:
  • Martina Mazzarello

    (Massachusetts Institute of Technology)

  • Fàbio Duarte

    (Massachusetts Institute of Technology)

  • Simone Mora

    (Massachusetts Institute of Technology
    Norwegian University of Science and Technology)

  • Cate Heine

    (Massachusetts Institute of Technology
    University College London)

  • Carlo Ratti

    (Massachusetts Institute of Technology
    Politecnico di Milano)

Abstract

Cities are increasingly adopting data-driven solutions derived from diverse digital media interactions—from geolocated social media posts and self-tracking apps to CCTV surveillance and transit cards. We define a data-driven solution as an application, service, or device that leverages big data. However, concerns persist about the potential trade-off between the benefits of these solutions and individual privacy. To assess people’s opinions on these trade-offs, we designed a physical and digital card game, Data Slots, which we played with participants around the world. In this game, cards embody data possibilities, enabling players to trade cards, develop their data-driven ideas for solutions, assess other players’ proposals regarding benefits and privacy concerns, and strategically invest in their preferred solution. Here we describe the results based on more than two thousand times Data Slots have been played, in 79 countries. We show that perceived privacy concerns as well as benefits are not intrinsic values of specific solutions or datasets, but rather they are combinatorial, situational, transactional, and contextual. By understanding the complex interdependencies that shape public attitudes, policymakers, developers, and stakeholders can refine their approaches to prioritize privacy while harnessing the advantages of data-driven technologies.

Suggested Citation

  • Martina Mazzarello & Fàbio Duarte & Simone Mora & Cate Heine & Carlo Ratti, 2025. "Data Slots: trade-offs between privacy concerns and benefits of data-driven solutions," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04776-1
    DOI: 10.1057/s41599-025-04776-1
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    1. Silviya Serafimova, 2020. "Whose morality? Which rationality? Challenging artificial intelligence as a remedy for the lack of moral enhancement," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-10, December.
    2. Edmond Awad & Sohan Dsouza & Richard Kim & Jonathan Schulz & Joseph Henrich & Azim Shariff & Jean-François Bonnefon & Iyad Rahwan, 2018. "The Moral Machine experiment," Nature, Nature, vol. 563(7729), pages 59-64, November.
    3. Julian Savulescu & Guy Kahane & Christopher Gyngell, 2019. "From public preferences to ethical policy," Nature Human Behaviour, Nature, vol. 3(12), pages 1241-1243, December.
    4. Siddharth Sareen & Andrea Saltelli & Kjetil Rommetveit, 2020. "Ethics of quantification: illumination, obfuscation and performative legitimation," Palgrave Communications, Palgrave Macmillan, vol. 6(1), pages 1-5, December.
    5. Laurence Ashworth & Clinton Free, 2006. "Marketing Dataveillance and Digital Privacy: Using Theories of Justice to Understand Consumers’ Online Privacy Concerns," Journal of Business Ethics, Springer, vol. 67(2), pages 107-123, August.
    6. Alessandro Acquisti & Leslie K. John & George Loewenstein, 2013. "What Is Privacy Worth?," The Journal of Legal Studies, University of Chicago Press, vol. 42(2), pages 249-274.
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