Evaluating 'Prefer not to say' Around Sensitive Disclosures
Honorable MentionAuthors
As people's offline and online lives become increasingly entwined, the sensitivity of personal information disclosed online is increasing. Disclosures often occur through structured disclosure fields (e.g., drop-down lists). Prior research suggests these fields may limit privacy, with non-disclosing users being presumed to be hiding undesirable information. We investigated this around HIV status disclosure in online dating apps used by men who have sex with men. Our online study asked participants (N=183) to rate profiles where HIV status was either disclosed or undisclosed. We tested three designs for displaying undisclosed fields. Visibility of undisclosed fields had a significant effect on the way profiles were rated, and other profile information (e.g., ethnicity) could affect inferences that develop around undisclosed information. Our research highlights complexities around designing for non-disclosure and questions the voluntary nature of these fields. Further work is outlined to ensure disclosure control is appropriately implemented around online sensitive information disclosures.
Research Questions / Practical Problems
Question signals indexed for this paper.
- 83%
Us and Them (and It): Social Orientation, Privacy Concerns, and Expected Use of Pandemic-Tracking Apps in the United States
CHI '21· Privacy by Design & User Control +2
- 83%
Dark Patterns and the EU Digital Services Act: Mapping Autonomy Violations and Design Factors
CHI '26· Dark Patterns Recognition +2
- 80%
Toggles, Dollar Signs, and Triangles: How to (In)Effectively Convey Privacy Choices
CHI '21· Privacy by Design & User Control +1
- 80%
The Annoying, the Disturbing, and the Weird: Challenges with Phone Numbers as Identifiers and Phone Number Recycling
CHI '21· Privacy by Design & User Control +1
- 80%
Covert Embodied Choice: Decision-Making and the Limits of Privacy Under Biometric Surveillance
CHI '21· Privacy by Design & User Control +1
- 80%
A US-UK Usability Evaluation of Consent Management Platform Cookie Consent Interface Design on Desktop and Mobile
CHI '23· Privacy by Design & User Control +1
- 80%
Exploring User Motivations Behind iOS App Tracking Transparency Decisions
CHI '23· Privacy by Design & User Control +1
- 80%
“Our Users' Privacy is Paramount to Us”: A Discourse Analysis of How Period and Fertility Tracking App Companies Address the Roe v Wade Overturn
CHI '24· Privacy by Design & User Control +1
- 80%
Measuring Compliance with the California Consumer Privacy Act Over Space and Time
CHI '24· Privacy by Design & User Control +1
- 80%
Out-of-Device Privacy Unveiled: Designing and Validating the Out-of-Device Privacy Scale (ODPS)
CHI '24· Privacy by Design & User Control +1
Based on Jaccard similarity of research subtopics & professions (≥60%)