<https://www.cesifo.org/en/publikationen/2022/working-paper/facebook-shadow-profiles>

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.
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