Adversarial Design for Digital Well-Being: Facilitating Ethical Friction in Technology Use

While optimized digital experiences enhance user engagement, they may also foster compulsive use and digital addiction. To address this challenge, this study proposes Adversarial Design, an approach that introduces benevolent friction into interaction flows to disrupt habitual behaviors. Following a Design Science Research (DSR) paradigm, a systematic literature review identified five core characteristics of adversarial interaction. A co-creation workshop involving 10 high-digital-dependency users translated these characteristics into 20 intervention concepts. Subsequently, a behavioral simulation study (n = 140) examined users’ emotional and behavioral responses, revealing four experiential themes: irritability, guidance, desire for control, and reflection. Based on these findings, five actionable design principles—Dynamic Delay, Progressive Obfuscation, Emotional Adaptation, Multimodal Resistance, and Transparent Controllability—were developed and accompanied by practical guidelines. The resulting framework offers a methodological reference for digital detox interventions and supports more ethical, intentional, and sustainable technology use.

Authors

Institutions

Publication Details

Journal
International Journal of Human-Computer Interaction
Published
2026-06-17
DOI
https://doi.org/10.1080/10447318.2026.2683902
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Adversarial Design for Digital Well-Being: Facilitating Ethical Friction in Technology Use

H. Ye
International Journal of Human-Computer Interaction
Ethics and Social Impacts of AI
article

Adversarial Design for Digital Well-Being: Facilitating Ethical Friction in Technology Use

H. Ye
article en

Abstract

While optimized digital experiences enhance user engagement, they may also foster compulsive use and digital addiction. To address this challenge, this study proposes Adversarial Design, an approach that introduces benevolent friction into interaction flows to disrupt habitual behaviors. Following a Design Science Research (DSR) paradigm, a systematic literature review identified five core characteristics of adversarial interaction. A co-creation workshop involving 10 high-digital-dependency users translated these characteristics into 20 intervention concepts. Subsequently, a behavioral simulation study (n = 140) examined users’ emotional and behavioral responses, revealing four experiential themes: irritability, guidance, desire for control, and reflection. Based on these findings, five actionable design principles—Dynamic Delay, Progressive Obfuscation, Emotional Adaptation, Multimodal Resistance, and Transparent Controllability—were developed and accompanied by practical guidelines. The resulting framework offers a methodological reference for digital detox interventions and supports more ethical, intentional, and sustainable technology use.

International Journal of Human-Computer Interaction
Southwest University of Visual Arts (US)
Reduced inequalities
Openalex Percentile: Top 6%
Ethics and Social Impacts of AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.