The Effects of Generative AI on Design Fixation and Divergent Thinking
The University of Melbourne · RMIT University
Abstract
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…
Citation impact
- FWCI
- 25.77
- Percentile
- 100%
- References
- 66
Authors
5Topics & keywords
- Ideation
- Generative grammar
- Creativity
- Originality
- Fixation (population genetics)
- Computer science
- Workflow
- Variety (cybernetics)