The Effects of Generative AI on Design Fixation and Divergent Thinking
Samangi Wadinambiarachchi, Ryan M. Kelly, Saumya Pareek, Qiushi Zhou, Eduardo Velloso
摘要
Generative AI systems have been heralded as tools for augmenting human creativity and inspiring divergent thinking, though with little empirical evidence for these claims. This paper explores the effects of exposure to AI-generated images on measures of design fixation and divergent thinking in a visual ideation task. Through a between-participants experiment (N=60), we found that support from an AI image generator during ideation leads to higher fixation on an initial example. Participants who used AI produced fewer ideas, with less variety and lower originality compared to a baseline. Our qualitative analysis suggests that the effectiveness of co-ideation with AI rests on participants' chosen approach to prompt creation and on the strategies used by participants to generate ideas in response to the AI's suggestions. We discuss opportunities for designing generative AI systems for ideation support and incorporating these AI tools into ideation workflows.
• Human-centered computing → Empirical studies in HCI.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper37
- Inkspire: Supporting Design Exploration with Generative AI through Analogical SketchingDavid Chuan-En Lin, Hyeonsu B. Kang, Nikolas Martelaro, Aniket Kittur 等CHI 2025 · 被引用 56 次
- How CO2STLY Is CHI? The Carbon Footprint of Generative AI in HCI Research and What We Should Do About ItNanna Inie, Jeanette Falk, Raghavendra SelvanCHI 2025 · 被引用 33 次
- Beyond Automation: How Designers Perceive AI as a Creative Partner in the Divergent Thinking Stages of UI/UX DesignAbidullah Khan, Atefeh Shokrizadeh, Jinghui ChengCHI 2025 · 被引用 29 次
- VideoDiff: Human-AI Video Co-Creation with AlternativesMina Huh, Ding Li, Kim Pimmel, Hijung Valentina Shin 等CHI 2025 · 被引用 26 次
- How Do HCI Researchers Study Cognitive Biases? A Scoping ReviewNattapat Boonprakong, Benjamin Tag, Jorge Gonçalves, Tilman DinglerCHI 2025 · 被引用 19 次
它引用的顶会 Paper1
相关 Paper
- Decoupling of Usefulness and Novelty: Evaluating the Impact of Generative AI on Design Outputs and Novice Designers' Creative ThinkingYue Fu, Tony Zhou, Bin Han, Marx Wang 等CHI 2026 · 被引用 2 次
- Sketching vs. AI Prompt Based Design Intent Evolution in Undergraduate Students: an Exploratory StudyVanessa Sattele, Juan Carlos OrtizCHI 2026 · 被引用 1 次
- Partnering with Generative AI: Experimental Evaluation of Model-Led and Human-Led Interaction in Human-AI Co-CreationSebastian Maier, Manuel Schneider, Stefan FeuerriegelCHI 2026 · 被引用 5 次
- When Teams Embrace AI: Human Collaboration Strategies in Generative Prompting in a Creative Design TaskYuanning Han, Ziyi Qiu, Jiale Cheng, Ray LCCHI 2024 · 被引用 103 次
- Timing Matters: How Using LLMs at Different Timings Influences Writers' Perceptions and Ideation Outcomes in AI-Assisted IdeationPeinuan Qin, Chi-Lan Yang, Jingshu Li, Jing Wen 等CHI 2025 · 被引用 19 次
