Evaluating the Contextual Integrity of Privacy Regulation: Parents' IoT Toy Privacy Norms Versus COPPA
Not on the map. Why?
Abstract (arXiv)
Increased concern about data privacy has prompted new and updated data protection regulations worldwide. However, there has been no rigorous way to test whether the practices mandated by these regulations actually align with the privacy norms of affected populations. Here, we demonstrate that surveys based on the theory of contextual integrity provide a quantifiable and scalable method for measuring the conformity of specific regulatory provisions to privacy norms. We apply this method to the U.S. Children's Online Privacy Protection Act (COPPA), surveying 195 parents and providing the first data that COPPA's mandates generally align with parents' privacy expectations for Internet-connected "smart" children's toys. Nevertheless, variations in the acceptability of data collection across specific smart toys, information types, parent ages, and other conditions emphasize the importance of detailed contextual factors to privacy norms, which may not be adequately captured by COPPA.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 Mar 2019.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2023: 1; 2024: 1; 2025: 2.
4 papers.
- 2024Privacy Bias in Language Models: A Contextual Integrity-based Auditing Metriccited by 6
- 2025Personalizing Agent Privacy Decisions via Logical Entailmentcited by 4
- 2023Automating Governing Knowledge Commons and Contextual Integrity (GKC-CI) Privacy Policy Annotations with Large Language Modelscited by 3
- 2025Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmarkcited by 2
- 2025Personalizing Agent Privacy Decisions via Logical Entailment4 Dec 2025
- 2025Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark27 Sep 2025
- 2024Privacy Bias in Language Models: A Contextual Integrity-based Auditing Metric5 Sep 2024
- 2023Automating Governing Knowledge Commons and Contextual Integrity (GKC-CI) Privacy Policy Annotations with Large Language Models3 Nov 2023