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Do you have two minutes to talk about your data? Willingness to participate and nonparticipation bias in Facebook data donation

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  • Keusch, Florian
  • Pankowska, Paulina
  • Cernat, Alexandru
  • Bach, Ruben L.

Abstract

Data donation is a novel approach to collecting digital trace data, where users are asked to download their retrospective data from a platform and share them with the researchers. Little is known about the willingness to donate data and the potential bias that may arise from nonparticipation. We conducted a study among over 900 German Facebook users asking them to donate two data packages. While around 80 percent of participants were willing to donate their data, only around one third of them successfully did so. Trust in researchers positively correlates with willingness and donation success, and trust in Facebook is negatively associated with donation success. The framing of the data donation request did not affect the outcomes. We find no difference in frequency of Facebook use between donors and non-donors.

Suggested Citation

  • Keusch, Florian & Pankowska, Paulina & Cernat, Alexandru & Bach, Ruben L., 2023. "Do you have two minutes to talk about your data? Willingness to participate and nonparticipation bias in Facebook data donation," SocArXiv n9rx3, Center for Open Science.
    • Handle: RePEc:osf:socarx:n9rx3
    DOI: 10.31219/osf.io/n9rx3
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    References listed on IDEAS

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    1. Oriol J. Bosch & Melanie Revilla, 2022. "When survey science met web tracking: Presenting an error framework for metered data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 408-436, December.
    2. Heidi Ledford, 2023. "Researchers scramble as Twitter plans to end free data access," Nature, Nature, vol. 614(7949), pages 602-603, February.
    3. 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..
    4. Bosch Jover, Oriol & Revilla, Melanie, 2022. "When survey science met web tracking: presenting an error framework for metered data," LSE Research Online Documents on Economics 116431, London School of Economics and Political Science, LSE Library.
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