Abstract
TikTok exhibits attention-capture damaging patterns (ACDPs) that research suggests may tap into users’ psychological vulnerabilities, prolonging engagement and contributing to users’ lack of agency over their usage. Although various approaches to mitigate the effects of such patterns have been proposed, empirical evidence of their impact remains scarce. We conducted a quantitative study of targeted interventions on ACDPs in TikTok, combining behavioral, eye-tracking, user experience, and agency measures (N=48). We added friction to three existing ACDPs: autoplay, infinite scroll, and social investments. Our findings revealed complex trade-offs: while disabling autoplay and increasing scroll friction reduced compulsive engagement patterns, these fundamental disruptions to the established interface architecture decreased user experience with limited or negative impact on agency. Obstructing social investments had negligible effects. Our work validates the argument on negative impacts of ACDPs and demonstrates how to measure them holistically. Future studies can build on these findings to advance understanding of damaging interfaces.
| Original language | English |
|---|---|
| Title of host publication | CHI 2026 - Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems |
| Editors | Nuria Oliver, David A. Shamma, Heloisa Candello, Pablo Cesar, Pedro Lopes, Alessandro Bozzon, Thomas Kosch, Vera Liao, Xiaojuan Ma, Valentino Artizzu, Fiona Draxler, Gustavo Lopez, Anke V. Reinschluessel, Xin Tong, Phoebe O. Toups Dugas |
| Publisher | ACM |
| Pages | 1-19 |
| ISBN (Electronic) | 979-8-4007-2278-3 |
| DOIs | |
| Publication status | Published - 13 Apr 2026 |
| MoE publication type | A4 Conference publication |
| Event | ACM SIGCHI Annual Conference on Human Factors in Computing Systems - Centre de Convencions Internacional de Barcelona, Barcelona, Spain Duration: 13 Apr 2026 → 17 Apr 2026 https://chi2026.acm.org/ |
Conference
| Conference | ACM SIGCHI Annual Conference on Human Factors in Computing Systems |
|---|---|
| Abbreviated title | ACM CHI |
| Country/Territory | Spain |
| City | Barcelona |
| Period | 13/04/2026 → 17/04/2026 |
| Internet address |
Keywords
- attention
- dark patterns
- deceptive design
- engagement
- eye-tracking
- user experience
- sense of agency
- digital well-being
- TikTok
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