Articles

This research explores user perceptions of manipulation in digital services, expanding on the concept of "dark patterns." Through a survey (n=169) and interviews, the study used a card sorting method to analyze responses from English and Mandarin Chinese speakers, identifying felt experiences of manipulative products and a continuum of manipulation. The findings offer insights for future research, public policy, and empowering user autonomy in digital interactions.