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Facebook Shadow Profiles

Author

Listed:
  • Luis Aguiar
  • Christian Peukert
  • Maximilian Schaefer
  • Hannes Ullrich

Abstract

Data is often at the core of digital products and services, especially when related to online advertising. This has made data protection and privacy a major policy concern. When surfing the web, consumers leave digital traces that can be used to build user profiles and infer preferences. We quantify the extent to which Facebook can track web behavior outside of their own platform. The network of engagement buttons, placed on third-party websites, lets Facebook follow users as they browse the web. Tracking users outside its core platform enables Facebook to build shadow profiles. For a representative sample of US internet users, 52 percent of websites visited, accounting for 40 percent of browsing time, employ Facebook’s tracking technology. Small differences between Facebook users and non-users are largely explained by differing user activity. The extent of shadow profiling Facebook may engage in is similar on privacy-sensitive domains and across user demographics, documenting the possibility for indiscriminate tracking.

Suggested Citation

  • Luis Aguiar & Christian Peukert & Maximilian Schaefer & Hannes Ullrich, 2022. "Facebook Shadow Profiles," CESifo Working Paper Series 9571, CESifo.
    • Handle: RePEc:ces:ceswps:_9571
    as

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    References listed on IDEAS

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    1. Garrett A. Johnson & Scott K. Shriver & Shaoyin Du, 2020. "Consumer Privacy Choice in Online Advertising: Who Opts Out and at What Cost to Industry?," Marketing Science, INFORMS, vol. 39(1), pages 33-51, January.
    2. Michael Trusov & Liye Ma & Zainab Jamal, 2016. "Crumbs of the Cookie: User Profiling in Customer-Base Analysis and Behavioral Targeting," Marketing Science, INFORMS, vol. 35(3), pages 405-426, May.
    3. Catarina Sismeiro & Ammara Mahmood, 2018. "Competitive vs. Complementary Effects in Online Social Networks and News Consumption: A Natural Experiment," Management Science, INFORMS, vol. 64(11), pages 5014-5037, November.
    4. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
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    More about this item

    Keywords

    platforms; data; tracking; privacy; Facebook;
    All these keywords.

    JEL classification:

    • D18 - Microeconomics - - Household Behavior - - - Consumer Protection
    • L4 - Industrial Organization - - Antitrust Issues and Policies
    • L5 - Industrial Organization - - Regulation and Industrial Policy
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software

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