An Empirical Analysis of Data Deletion and Opt-Out Choices on 150 Websites

Proceedings of the 15th Symposium on Usable Privacy and Security (SOUPS 2020) 387-406. 2019

Posted: 23 Aug 2022 Last revised: 17 Sep 2022

See all articles by Hana Habib

Hana Habib

Carnegie Mellon University

Yixin Zou

University of Michigan at Ann Arbor

Aditi Jannu

Carnegie Mellon University

Neha Sridhar

Carnegie Mellon University

Chelse Swoopes

Carnegie Mellon University

Alessandro Acquisti

Carnegie Mellon University - H. John Heinz III School of Public Policy and Management

Lorrie Faith Cranor

Carnegie Mellon University - School of Computer Science and Carnegie Institute of Technology

Norman Sadeh

Carnegie Mellon University - School of Computer Science

Florian Schaub

University of Michigan at Ann Arbor - School of Information

Date Written: August 1, 2020

Abstract

Many websites offer visitors privacy controls and opt-out choices, either to comply with legal requirements or to address consumer privacy concerns. The way these control mechanisms are implemented can significantly affect individuals’ choices and their privacy outcomes. We present an extensive content analysis of a stratified sample of 150 English language websites, assessing the usability and interaction paths of their data deletion options and opt-outs for email communications and targeted advertising. This heuristic evaluation identified substantial issues that likely make exercising these privacy choices on many websites difficult and confusing for US-based consumers. Even though the majority of analyzed websites offered privacy choices, they were located inconsistently across websites. Furthermore, some privacy choices were rendered unusable by missing or unhelpful information, or by links that did not lead to the stated choice. Based on our findings, we provide insights for addressing usability issues in the end-to-end interaction required to effectively exercise privacy choices and controls.

Keywords: privacy, opt-out choice, data deletion, advertising

Suggested Citation

Habib, Hana and Zou, Yixin and Jannu, Aditi and Sridhar, Neha and Swoopes, Chelse and Acquisti, Alessandro and Cranor, Lorrie Faith and Sadeh, Norman and Schaub, Florian, An Empirical Analysis of Data Deletion and Opt-Out Choices on 150 Websites (August 1, 2020). Proceedings of the 15th Symposium on Usable Privacy and Security (SOUPS 2020) 387-406. 2019, Available at SSRN: https://ssrn.com/abstract=4181896

Hana Habib

Carnegie Mellon University ( email )

Pittsburgh, PA 15213-3890
United States

Yixin Zou

University of Michigan at Ann Arbor ( email )

500 S. State Street
Ann Arbor, MI 48109
United States

Aditi Jannu

Carnegie Mellon University ( email )

Pittsburgh, PA 15213-3890
United States

Neha Sridhar

Carnegie Mellon University ( email )

Pittsburgh, PA 15213-3890
United States

Chelse Swoopes

Carnegie Mellon University ( email )

Pittsburgh, PA 15213-3890
United States

Alessandro Acquisti (Contact Author)

Carnegie Mellon University - H. John Heinz III School of Public Policy and Management ( email )

Pittsburgh, PA 15213-3890
United States
412-268-9853 (Phone)
412-268-5339 (Fax)

Lorrie Faith Cranor

Carnegie Mellon University - School of Computer Science and Carnegie Institute of Technology ( email )

5000 Forbes Avenue
Pittsburgh, PA 15213
United States

Norman Sadeh

Carnegie Mellon University - School of Computer Science ( email )

5000 Forbes Avenue
Pittsburgh, PA 15213
United States

Florian Schaub

University of Michigan at Ann Arbor - School of Information ( email )

105 S State St
Ann Arbor, MI 48109
United States

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