Creativity and fixation in the real world: A literature review of case study research
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GenAI can homogenize the ideas generated by different users and limit human agency and lead to creative fixation.
“Literature shows that GenAI can homogenize the ideas generated by different users [8] and limit human agency and lead to creative fixation [5, 21, 101].”
From Decoupling of Usefulness and Novelty: Evaluating the Impact of Generative AI on Design Outputs and Novice Designers' Creative Thinking (2026) · cites this paper as [21]
Creative design processes are subject to measurable fixation effects, through which final proposed solutions are inappropriately constrained by features of earlier solution candidates.
“Creative design processes are subject to measurable fixation effects [21, 42, 71], through which the final proposed solutions to a design problem are inappropriately constrained by features of earlier solution candidates [2]”
From Homogenization Effects of Large Language Models on Human Creative Ideation (2024) · cites this paper as [21]
Cites
Creativity in the design process: co-evolution of problem–solution
Dorst, K., & Cross, N. (2001) · Design Studies · doi:10.1016/s0142-694x(01)00009-6 · Cited by 2,357 · see citing works
Jansson, D. G., & Smith, S. M. (1991) · Design Studies · doi:10.1016/0142-694x(91)90003-f · Cited by 1,087 · see citing works
Jewkes, J., Sawers, D., & Stillerman, R. (1969) · Palgrave Macmillan UK eBooks · doi:10.1007/978-1-349-00015-9 · Cited by 525 · see citing works
The evolving systems approach to creative work
Gruber, H. E. (1988) · Creativity Research Journal · doi:10.1080/10400418809534285 · Cited by 405 · see citing works
Fixation and creativity in concept development: The attitudes and practices of expert designers
Crilly, N. (2015) · Design Studies · doi:10.1016/j.destud.2015.01.002 · Cited by 330 · see citing works
Self-citationCreative people at work: twelve cognitive case studies
(1990) · Choice Reviews Online · doi:10.5860/choice.27-5409 · Cited by 264 · see citing works
Herring, S. R., Chang, C., Krantzler, J., & Bailey, B. P. (2009) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1518701.1518717 · Cited by 261 · see citing works
Lawson, B. (1994) · Medical Entomology and Zoology · Cited by 231 · see citing works
Paradigms: The Business of Discovering the Future
Barker, J. A. (1993) · Medical Entomology and Zoology · Cited by 224 · see citing works
Collaborative problem–solution co-evolution in creative design
Wiltschnig, S., Christensen, B. T., & Ball, L. J. (2013) · Design Studies · doi:10.1016/j.destud.2013.01.002 · Cited by 191 · see citing works
Fixation or inspiration? A meta-analytic review of the role of examples on design processes
Sio, U. N., Kotovsky, K., & Cagan, J. (2015) · Design Studies · doi:10.1016/j.destud.2015.04.004 · Cited by 191 · see citing works
Inspiration and fixation: Questions, methods, findings, and challenges
Vasconcelos, L. A., & Crilly, N. (2015) · Design Studies · doi:10.1016/j.destud.2015.11.001 · Cited by 188 · see citing works
Self-citationWhere next for research on fixation, inspiration and creativity in design?
Crilly, N., & Cardoso, C. (2017) · Design Studies · doi:10.1016/j.destud.2017.02.001 · Cited by 183 · see citing works
Self-citationCreativity through design heuristics: A case study of expert product design
Yılmaz, S., & Seifert, C. M. (2011) · Design Studies · doi:10.1016/j.destud.2011.01.003 · Cited by 182 · see citing works
Cognitive processes in engineering design: a longitudinal study
Ball, L. J., Evans, J. S. B. T., & Dennis, I. (1994) · Ergonomics · doi:10.1080/00140139408964950 · Cited by 172 · see citing works
Problem-solving Strategies and Expertise in Engineering Design
Ball, L. J., Evans, J. S. B. T., Dennis, I., & Ormerod, T. C. (1997) · Thinking & Reasoning · doi:10.1080/135467897394284 · Cited by 158 · see citing works
The Mathematician's Mind: The Psychology of Invention in the Mathematical Field
Hadamard, J. (2020) · Project Muse (Johns Hopkins University) · doi:10.1515/9780691212906 · Cited by 150 · see citing works
Design fixation: Classifications and modern methods of prevention
Youmans, R. J., & Arciszewski, T. (2014) · Artificial Intelligence for Engineering Design, Analysis and Manufacturing · doi:10.1017/s0890060414000043 · Cited by 121 · see citing works
Winning by design: the methods of Gordon Murray, racing car designer
Cross, N., & Cross, A. C. (1996) · Design Studies · doi:10.1016/0142-694x(95)00027-o · Cited by 107 · see citing works
Rothwell, R., & Gardiner, P. (1985) · Technovation · doi:10.1016/0166-4972(85)90012-4 · Cited by 105 · see citing works
Engineering design: The conceptual stage
French, M. (1971) · CERN Document Server (European Organization for Nuclear Research) · Cited by 102 · see citing works
The impact of age and training on creativity: A design-theory approach to study fixation effects
Agogué, M., Poirel, N., Pineau, A., Houdé, O., & Cassotti, M. (2013) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2013.10.002 · Cited by 99 · see citing works
Creative design of the Lotus bicycle: implications for knowledge support systems research
Candy, L., & Edmonds, E. A. (1996) · Design Studies · doi:10.1016/0142-694x(95)00026-n · Cited by 96 · see citing works
A new strategy to reduce design fixation: Presenting partial photographs to designers
Cheng, P., Mugge, R., & Schoormans, J. P. L. (2014) · Design Studies · doi:10.1016/j.destud.2014.02.004 · Cited by 89 · see citing works
Case studies of creativity in innovative product development
Roy, R. (1993) · Design Studies · doi:10.1016/0142-694x(93)80016-6 · Cited by 88 · see citing works
What was Philippe Starck thinking of?
Lloyd, P. A., & Snelders, D. (2003) · Design Studies · doi:10.1016/s0142-694x(02)00054-6 · Cited by 82 · see citing works
Overcoming design fixation: Design by analogy studies and nonintuitive findings
Moreno, D. P., Blessing, L. T., Yang, M. C., Hernández, A. A., & Wood, K. L. (2016) · Artificial Intelligence for Engineering Design, Analysis and Manufacturing · doi:10.1017/s0890060416000068 · Cited by 79 · see citing works
A study on the role of physical models in the mitigation of design fixation
Viswanathan, V. K., Atilola, O., Esposito, N., & Linsey, J. (2014) · Journal of Engineering Design · doi:10.1080/09544828.2014.885934 · Cited by 68 · see citing works
An underlying cognitive aspect of design creativity: Limited Commitment Mode control strategy
Kim, M. H., Kim, Y. S., Lee, H., & Park, J. A. (2007) · Design Studies · doi:10.1016/j.destud.2007.04.006 · Cited by 63 · see citing works
Against the odds : an autobiography
Dyson, J. (2003) · Texere eBooks · Cited by 59 · see citing works
A comparison of designer activity using core design situations in the laboratory and practice
Cash, P. J., Hicks, B. J., & Culley, S. J. (2013) · Design Studies · doi:10.1016/j.destud.2013.03.002 · Cited by 56 · see citing works
How do designers generate new ideas? Design heuristics across two disciplines
Yılmaz, S., Daly, S. R., Seifert, C. M., & Gonzalez, R. (2015) · Design Science · doi:10.1017/dsj.2015.4 · Cited by 53 · see citing works
(1995) · Choice Reviews Online · doi:10.5860/choice.32-4544 · Cited by 48 · see citing works
The development of design ideas in the early apparel design process: a pilot study
Lee, J. S., & Jirousek, C. A. (2015) · International Journal of Fashion Design Technology and Education · doi:10.1080/17543266.2015.1026411 · Cited by 45 · see citing works
Timescales and ideaspace: An examination of idea generation in design practice
Shroyer, K. E., Lovins, T., Turns, J., Cardella, M., & Atman, C. J. (2018) · Design Studies · doi:10.1016/j.destud.2018.03.004 · Cited by 45 · see citing works
Ball, L. J., & Christensen, B. T. (2018) · Design Studies · doi:10.1016/j.destud.2018.05.001 · Cited by 45 · see citing works
A review of design fixation: research directions and key factors
Alipour, L., Faizi, M., Moradi, A. M., & Akrami, G. (2018) · International Journal of Design Creativity and Innovation · doi:10.1080/21650349.2017.1320232 · Cited by 44 · see citing works
Marion, T. J., & Simpson, T. W. (2009) · Design Studies · doi:10.1016/j.destud.2009.02.001 · Cited by 30 · see citing works
Influences on Solution Search Processes in Design Organisations
Busby, J. A., & Lloyd, P. A. (1999) · Research in Engineering Design · doi:10.1007/s001630050012 · Cited by 24 · see citing works
Generic abstraction in design creativity: the case of Staatsgalerie by James Stirling
Doğan, F., & Nersessian, N. J. (2010) · Design Studies · doi:10.1016/j.destud.2009.12.004 · Cited by 22 · see citing works
Are Architects Natural Case-Based Designers? Experts Speaking
Heylighen, A., & Neuckermans, H. (2002) · The Design Journal · doi:10.2752/146069202790718521 · Cited by 22 · see citing works
Achieving Pleasure from Purpose the Methods of Kenneth Grange, Product Designer
Cross, N. (2001) · The Design Journal · doi:10.2752/146069201789378469 · Cited by 21 · see citing works
Maccoby, M. (1991) · IEEE Spectrum · doi:10.1109/mspec.1991.4684834 · Cited by 21 · see citing works
Creativity and Innovation: towards a European Network
(1988) · Springer eBooks · doi:10.1007/978-94-009-2827-5 · Cited by 12 · see citing works
Filho, L. S., Tahim, E. F., Serafim, V. M., et al. (2017) · RAI revista de administração e inovação · doi:10.1016/j.rai.2017.05.002 · Cited by 9 · see citing works
Where Will We Hang All of the Paintings? An Introduction to the Festschrift for Howard E. Gruber
Runco, M. A. (2003) · Creativity Research Journal · doi:10.1207/s15326934crj1501_1 · Cited by 8 · see citing works
Exceptional creativity in science and technology: individuals, institutions, and innovations
(2013) · Choice Reviews Online · doi:10.5860/choice.51-2629 · Cited by 7 · see citing works
Buijs, J. A. (1988) · Springer eBooks · doi:10.1007/978-94-009-2827-5_11 · Cited by 5 · see citing works
Observation of a Highly Innovative Group – Directions for Future Research
Julie, L., Randii, W., & John, Z. (2016) · Cited by 4 · see citing works
On the Origin of Products: The Evolution of Product Innovation and Design
Eger, A. O., & Ehlhardt, H. (2018) · Cited by 3 · see citing works
Design case history: Z8000 microprocessor
Shima, M. (1981) · Design Studies · doi:10.1016/0142-694x(81)90006-5 · Cited by 2 · see citing works
Case history of succesful innovation: SF6 circuit-breakers
Mueller, B. (1980) · Design Studies · doi:10.1016/0142-694x(80)90062-9 · Cited by 1 · see citing works
TRIPS and paper tigers cause a stumble over inventive step
Nicholson, C. (2007) · Journal of Intellectual Property Law & Practice · doi:10.1093/jiplp/jpm195 · Cited by 1 · see citing works
Lions in the path or paper tigers?
Smyth, D. (2012) · Journal of Intellectual Property Law & Practice · doi:10.1093/jiplp/jps082 · Cited by 1 · see citing works
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Homogenization Effects of Large Language Models on Human Creative Ideation
Anderson, B. R., Shah, J. H., & Kreminski, M. (2024) · Creativity and Cognition · doi:10.1145/3635636.3656204 · Cited by 188 · see citing works
Fu, Y., Bin, H., Zhou, T., Wang, M., Chen, Y., Lai, Z. G. D. C., Wobbrock, J. O., & Hiniker, A. (2024) · arXiv · doi:10.48550/arxiv.2411.00168 · Cited by 4 · see citing works
Fu, Y., Zhou, T., Han, B., Wang, M., Chen, Y., Gomes Da Costa Lai, Z., Pang, R. Y., Reinecke, K., Wobbrock, J. O., & Hiniker, A. (2026) · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3791329 · Cited by 2 · see citing works
“Literature shows that GenAI can homogenize the ideas generated by different users [8] and limit human agency and lead to creative fixation [5, 21, 101].”
- Authors
- Crilly, N.
- Affiliations
- University of Cambridge (GB)
- Corresponding author
- Crilly, Nathan
- ORCID
- Crilly, Nathan
- Venue
- Design Studies
- Publisher
- Elsevier BV
- Published
- 2019-09
- Volume
- 64
- Pages
- 154-168
- ISSN
- 0142-694X (ISSN-L)
- OpenAlex
- W2963013850
- Cited by
- 67
- References
- 54
- Citations by year
- 2026: 8 · 2025: 7 · 2024: 13 · 2023: 11 · 2022: 10 · 2021: 9 · 2020: 6 · 2019: 3
- FWCI
- 3.94
- Type
- journal article
- Language
- en
- Open access
- Licence
- Locations
- Design Studies (publishedVersion)
- Cambridge University Engineering Department Publications Database (submittedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by-nc-nd)
- Apollo
- Funders
- Engineering and Physical Sciences Research Council
- Topics
- Physical Sciences › Engineering › Mechanical Engineering › Design Education and Practice
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Creativity in Education and Neuroscience
- Social Sciences › Arts and Humanities › Visual Arts and Performing Arts › Artistic and Creative Research
- Keywords
- design creativity, design fixation, creative design, inspiration, creative process, design research methodology
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