Abstract
This article presents the results of an online creativity experiment (N = 81) that examines the effect of example timing on creative output. In the between-subjects experiment, participants drew animals to inhabit an alien Earth-like planet while being exposed to examples early, late, or repeatedly during the experiment. We find that exposure to examples increases conformity. Early exposure to examples improves creativity (measured by the number of common and novel features in drawings, and subjective ratings by independent raters). Repeated exposure to examples interspersed with prototyping leads to even better results. However, late exposure to examples increases conformity, but does not improve creativity.
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Notes
- 1.
Since the number of drawings is not a repeated measure, analysis uses a fixed-effects model with interaction, the experimental condition and the type of session being independent variables.
References
Baayen R, Davidson D, Bates D (2008) Mixed-effects modeling with crossed random effects for subjects and items. J Mem Lang 59(4):390–412
Boroditsky L (2007) Comparison and the development of knowledge. Cognition 102(1):118–128
Buxton B, Buxton W (2007) Sketching user experiences: getting the design right and the right design. Morgan Kaufmann, Amsterdam
Deng J, Dong W, Socher R, Li L, Li K, Fei-Fei L (2009) Imagenet: a large-scale hierarchical image database. In: Computer vision and pattern recognition (CVPR 2009). IEEE conference on, Miami, Florida, USA, pp 248–255
Dow S, Fortuna J, Schwartz D, Altringer B, Schwartz D, Klemmer S (2011) Prototyping dynamics: sharing multiple designs improves exploration, group rapport, and results. In: Proceedings of CHI: ACM conference on human factors in computing systems, pp 2807–2816
Gentner D, Colhoun J (2010) Analogical processes in human thinking and learning. Towards a theory of thinking, Springer Berlin Heidelberg, Berlin, pp 35–48
Heer J, Bostock M (2010) Crowdsourcing graphical perception: using mechanical turk to assess visualization design. In: Proceedings of CHI: ACM conference on human factors in computing systems, pp 203–212
Heit E (1992) Categorization using chains of examples. Cogn Psychol 24(3):341–380
Herring S, Chang C, Krantzler J, Bailey B (2009) Getting inspired!: understanding how and why examples are used in creative design practice. In: Proceedings of CHI: ACM conference on human factors in computing systems, pp 87–96
Jansson D, Smith S (1991) Design fixation. Des Stud 12(1):3–11
Kerne A, Koh E, Smith S, Webb A, Dworaczyk B (2008) Combinformation: mixed-initiative composition of image and text surrogates promotes information discovery. ACM Trans Inform Syst (TOIS) 27(1):5
Kim H, Hinds P (2012) Harmony vs. disruption: the effect of iterative prototyping on teams creative processes and outcomes in the west and the east. In: Proceedings ICIC: international conference on intercultural collaboration. ACM
Lee B, Srivastava S, Kumar R, Brafman R, Klemmer S (2010) Designing with interactive example galleries. In: Proceedings of CHI: ACM conference on human factors in computing systems, pp 2257–2266
Lewis S, Dontcheva M, Gerber E (2011) Affective computational priming and creativity. In: Proceedings of CHI: ACM conference on human factors in computing systems, pp 735–744
Lim Y, Stolterman E, Tenenberg J (2008) The anatomy of prototypes: prototypes as filters, prototypes as manifestations of design ideas. ACM Trans Comput- Hum Interact (TOCHI) 15(2):7
Marsh R, Bower G (1993) Eliciting cryptomnesia: unconscious plagiarism in a puzzle task. J Exp Psychol Learn Mem Cogn 19(3):673
Marsh R, Landau J, Hicks J (1996) How examples may (and may not) constrain creativity. Mem Cognit 24(5):669–680
Newman M, Landay J (2000) Sitemaps, storyboards, and specifications: a sketch of web site design practice. In: Proceedings of DIS: ACM conference on designing interactive systems, pp 263–274
Ritchie D, Kejriwal A, Klemmer S (2011) d. tour: style-based exploration of design example galleries. In: Proceedings of UIST: ACM symposium on user interface software and technology, pp 165–174
Schön D (1985) The design studio: an exploration of its traditions and potentials. RIBA Publications for RIBA Building Industry Trust, London
Smith S, Ward T, Schumacher J (1993) Constraining effects of examples in a creative generation task. Mem Cognit 21(6):837–845
Snow R, O’Connor B, Jurafsky D, Ng A (2008) Cheap and fast – but is it good?: evaluating non-expert annotations for natural language tasks. In: Proceedings of the conference on empirical methods in natural language processing, pp 254–263
Suwa M, Tversky B (1997) What do architects and students perceive in their design sketches? A protocol analysis. Des Stud 18(4):385–403
Ward T (1994) Structured imagination: the role of category structure in exemplar generation. Cogn Psychol 27(1):1–40
Weisberg R (1999) Creativity and knowledge: a challenge to theories. In: Sternberg R (ed) Handbook of creativity. Cambridge University Press, New York, p 226
Yu L, Nickerson J (2011) Cooks or cobblers?: crowd creativity through combination. In: Proceedings of CHI: ACM conference on human factors in computing systems, pp 1393–1402
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We thank the Hasso Plattner Design Thinking Research Program for supporting this work.
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Kulkarni, C., Dow, S.P., Klemmer, S.R. (2014). Early and Repeated Exposure to Examples Improves Creative Work. In: Leifer, L., Plattner, H., Meinel, C. (eds) Design Thinking Research. Understanding Innovation. Springer, Cham. https://doi.org/10.1007/978-3-319-01303-9_4
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