The Effects of Generative AI on Design Fixation and Divergent Thinking

被引:4
|
作者
Wadinambiarachchi, Samangi [1 ]
Kelly, Ryan M. [2 ]
Pareek, Saumya [1 ]
Zhou, Qiushi [1 ]
Velloso, Eduardo [1 ]
机构
[1] Univ Melbourne, Melbourne, Vic, Australia
[2] RMIT Univ, Melbourne, Vic, Australia
关键词
Design fixation; Generative-AI; Creativity support tools; INSPIRATION; CREATIVITY; EXAMPLES;
D O I
10.1145/3613904.3642919
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
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.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] Generative AI and generative education
    Gilbert, Thomas Krendl
    ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 2024, 1534 (01) : 11 - 14
  • [42] Generative AI for Sustainable Design: A Case Study in Design Education Practices
    Li, Meng
    Li, Yaning
    He, Chenyang
    Wang, Houxiang
    Zhong, Jiaqian
    Jiang, Shengxin
    He, Mingtao
    Qiao, Zhining
    Chen, Jiawang
    Yin, Yuan
    Lc, Ray
    Han, Ji
    Yang, Zengyao
    Shidujaman, Mohammad
    HUMAN-COMPUTER INTERACTION, PT IV, HCI 2024, 2024, 14687 : 59 - 78
  • [43] Generative AI
    Euchner, Jim
    RESEARCH-TECHNOLOGY MANAGEMENT, 2023, 66 (03) : 71 - 74
  • [44] Generative AI
    Feuerriegel, Stefan
    Hartmann, Jochen
    Janiesch, Christian
    Zschech, Patrick
    BUSINESS & INFORMATION SYSTEMS ENGINEERING, 2024, 66 (01) : 111 - 126
  • [45] Generative AI
    Stefan Feuerriegel
    Jochen Hartmann
    Christian Janiesch
    Patrick Zschech
    Business & Information Systems Engineering, 2024, 66 : 111 - 126
  • [46] Generative AIBIM: An automatic and intelligent structural design pipeline integrating BIM and generative AI
    He, Zhili
    Wang, Yu-Hsing
    Zhang, Jian
    INFORMATION FUSION, 2025, 114
  • [47] TRAINING EFFECTS ON THE DIVERGENT THINKING ATTITUDES OF JAPANESE MANAGERS
    BASADUR, M
    WAKABAYASHI, M
    TAKAI, J
    INTERNATIONAL JOURNAL OF INTERCULTURAL RELATIONS, 1992, 16 (03) : 329 - 345
  • [48] Effects of personality and threat of evaluation on divergent and convergent thinking
    Chamorro-Premuzic, Tomas
    Reichenbacher, Lisa
    JOURNAL OF RESEARCH IN PERSONALITY, 2008, 42 (04) : 1095 - 1101
  • [49] EFFECTS OF INSTRUCTIONS AND RESPONSE TIME ON DIVERGENT THINKING TESTSCORES
    VANMONDFRANS, AP
    FELDHUSE.JF
    TREFFING.DJ
    FERRIS, DR
    PSYCHOLOGY IN THE SCHOOLS, 1971, 8 (01) : 65 - 71
  • [50] The effects of affect manipulation and information exposure on divergent thinking
    Clapham, MM
    CREATIVITY RESEARCH JOURNAL, 2000, 13 (3-4) : 335 - 350