The Double-Edged Roles of Generative AI in the Creative Process: Experiments on Design Work

References

• Amabile TM (1983) The social psychology of creativity: A componential conceptualization. J. Personality Soc. Psych. 45(2):357–376.Crossref, Google Scholar
• Ameen N, Sharma GD, Tarba S, Rao A, Chopra R (2022) Toward advancing theory on creativity in marketing and artificial intelligence. Psych. Marketing 39(9):1802–1825.Crossref, Google Scholar
• Atkinson DP, Barker DR (2023) AI and the social construction of creativity. Convergence 29(4):1054–1069.Crossref, Google Scholar
• Baer J, McKool SS (2009) Assessing creativity using the consensual assessment technique. Schreiner CS, ed. Handbook of Research on Assessment Technologies, Methods, and Applications in Higher Education (IGI Global Scientific Publishing, Hershey, PA), 65–77.Crossref, Google Scholar
• Benner P (1984) From Novice to Expert: Excellence and Power in Clinical Nursing Practice (Addison-Wesley Publishing Company, Boston).Crossref, Google Scholar
• Bilalić M, McLeod P, Gobet F (2008) Why good thoughts block better ones: The mechanism of the pernicious Einstellung (set) effect. Cognition 108(3):652–661.Crossref, Google Scholar
• Boussioux L, Lane JN, Zhang M, Jacimovic V, Lakhani KR (2024) The crowdless future? Generative AI and creative problem solving. Organ. Sci. 35(5):1589–1607.Link, Google Scholar
• Brynjolfsson E, Li D, Raymond L (2025) Generative AI at work. Quart. J. Econom. 140(2):889–942.Crossref, Google Scholar
• Camarda A, Ezzat H, Cassotti M, Agogué M, Weil B, Le Masson P (2017) The role of expertise in design fixation: Managerial implications for creative leadership. 24th Innovation Product Development Management Conf. (European Institute for Advanced Studies in Management, Brussels).Google Scholar
• Chen Z, Chan J (2024) Large language model in creative work: The role of collaboration modality and user expertise. Management Sci. 70(12):9101–9117.Link, Google Scholar
• Chi MTH (2006) Two approaches to the study of experts’ characteristics. Ericsson KA, Charness N, Feltovich PJ, Hoffman RR, eds. The Cambridge Handbook of Expertise and Expert Performance (Cambridge University Press, Cambridge, UK), 21–30.Crossref, Google Scholar
• Choi JN, Anderson TA, Veillette A (2009) Contextual inhibitors of employee creativity in organizations: The insulating role of creative ability. Group Organ. Management 34(3):330–357.Crossref, Google Scholar
• Cropley D, Cropley A (2023) Creativity and the cyber shock: The ultimate paradox. J. Creative Behav. 57(4):485–487.Crossref, Google Scholar
• Cropley DH, Kaufman JC, Cropley AJ (2011) Measuring creativity for innovation management. J. Tech. Management Innovation 6(3):13–30.Crossref, Google Scholar
• Cyert RM, March JG (1963) A Behavioral Theory of the Firm (Prentice Hall/Pearson Education, Upper Saddle River, NJ).Google Scholar
• Dane E (2010) Reconsidering the trade-off between expertise and flexibility: A cognitive entrenchment perspective. Acad. Management Rev. 35(4):579–603.Crossref, Google Scholar
• De-Arteaga M, Fogliato R, Chouldechova A (2020) A case for humans-in-the-loop: Decisions in the presence of erroneous algorithmic scores. Proc. 2020 CHI Conf. Human Factors Comput. Systems (Association for Computing Machinery, New York), 1–12.Google Scholar
• De Cremer D, Bianzino NM, Falk B (2023) How generative AI could disrupt creative work. Harvard Bus. Rev. (April 13), https://hbr.org/2023/04/how-generative-ai-could-disrupt-creative-work.Google Scholar
• Diedrich J, Benedek M, Jauk E, Neubauer AC (2015) Are creative ideas novel and useful? Psych. Aesthetics Creativity Arts 9(1):35–40.Crossref, Google Scholar
• Ding M (2020) Logical Creative Thinking Methods, 1st ed. (Routledge, London).Crossref, Google Scholar
• Dow GT (2022) Defining creativity. Plucker JA, ed. Creativity and Innovation: Theory, Research, and Practice, 2nd ed. (Routledge, London), 5–22.Crossref, Google Scholar
• Eloundou T, Manning S, Mishkin P, Rock D (2023) GPTs are GPTs: An early look at the labor market impact potential of large language models. Preprint, submitted March 17, https://arxiv.org/abs/2303.10130.Google Scholar
• Eysenck HJ (2003) Creativity, personality and the convergent-divergent continuum. Runco MA, ed. Critical Creative Processes (Hampton Press, New York), 95–114.Google Scholar
• Ford M, Gioia A (2000) Factors influencing creativity in the domain of managerial decision making. J. Management 26(4):705–732.Crossref, Google Scholar
• Fügener A, Grahl J, Gupta A, Ketter W (2021) Will humans-in-the-loop become Borgs? Merits and pitfalls of working with AI. MIS Quart. 45(3):1527–1556.Crossref, Google Scholar
• Garcia MB (2024) The paradox of artificial creativity: Challenges and opportunities of generative AI artistry. Creativity Res. J., ePub ahead of print May 30, https://doi.org/10.1080/10400419.2024.2354622.Crossref, Google Scholar
• Hofstetter R, Dahl DW, Aryobsei S, Herrmann A (2021) Constraining ideas: How seeing ideas of others harms creativity in open innovation. J. Marketing Res. 58(1):95–114.Crossref, Google Scholar
• Hou J, Yang S, Xiong G, Pavlou P (2025) Enhancing AI-assisted purchase decisions: The role of the sense of autonomy. MIS Quart. Forthcoming.Crossref, Google Scholar
• Iansiti M, Lakhani KR (2020) Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World (Harvard Business Review Press, Boston).Google Scholar
• Iyengar SS, Lepper MR (2000) When choice is demotivating: Can one desire too much of a good thing? J. Personality Soc. Psych. 79(6):995–1006.Crossref, Google Scholar
• Jain H, Padmanabhan B, Pavlou PA, Raghu TS (2021) Editorial for the Special Section on Humans, Algorithms, and Augmented Intelligence: The future of work, organizations, and society. Inform. Systems Res. 32(3):675–687.Link, Google Scholar
• Jansson DG, Smith SM (1991) Design fixation. Design Stud. 12(1):3–11.Crossref, Google Scholar
• Kagan E, Leider S, Lovejoy WS (2018) Ideation–execution transition in product development: An experimental analysis. Management Sci. 64(5):2238–2262.Link, Google Scholar
• Karimi P, Rezwana J, Siddiqui S, Maher ML, Dehbozorgi N (2020) Creative sketching partner: An analysis of human-AI co-creativity. Proc. 25th Internat. Conf. Intelligent User Interfaces (Association for Computing Machinery, New York), 221–230.Google Scholar
• Kittur A, Yu L, Hope T, Chan J, Lifshitz-Assaf H, Gilon K, Ng F, Kraut RE, Shahaf D (2019) Scaling up analogical innovation with crowds and AI. Proc. Natl. Acad. Sci. USA 116(6):1870–1877.Crossref, Google Scholar
• Lakhani KR, Lifshitz-Assaf H, Tushman M (2012) Open innovation and organizational boundaries: The impact of task decomposition and knowledge distribution on the locus of innovation. Preprint, submitted January 8, https://doi.org/10.2139/ssrn.1980118.Google Scholar
• Lu JG, Akinola M, Mason MF (2017) “Switching on” creativity: Task switching can increase creativity by reducing cognitive fixation. Organ. Behav. Human Decision Processes 139:63–75.Crossref, Google Scholar
• Luchins AS (1942) Mechanization in problem solving: The effect of Einstellung. Psych. Monographs 54(6):i–95.Crossref, Google Scholar
• Lysyakov M, Viswanathan S (2023) Threatened by AI: Analyzing users’ responses to the introduction of AI in a crowd-sourcing platform. Inform. Systems Res. 34(3):1191–1210.Link, Google Scholar
• Lyytinen K, Nickerson JV, King JL (2021) Metahuman systems = humans + machines that learn. J. Inform. Tech. 36(4):427–445.Crossref, Google Scholar
• Magni F, Park J, Chao MM (2024) Humans as creativity gatekeepers: Are we biased against AI creativity? J. Bus. Psych. 39(3):643–656.Crossref, Google Scholar
• Noy S, Zhang W (2023) Experimental evidence on the productivity effects of generative artificial intelligence. Science 381(6654):187–192.Crossref, Google Scholar
• Okada T, Ishibashi K (2017) Imitation, inspiration, and creation: Cognitive process of creative drawing by copying others’ artworks. Cognitive Sci. 41(7):1804–1837.Crossref, Google Scholar
• Peng S, Kalliamvakou E, Cihon P, Demirer M (2023) The impact of AI on developer productivity: Evidence from GitHub Copilot. Preprint, submitted February 13, https://arxiv.org/abs/2302.06590.Google Scholar
• Ramos H (2020) Cognitive fixation and creativity. Carayannis EG, ed. Encyclopedia of Creativity, Invention, Innovation and Entrepreneurship (Springer International Publishing, Cham, Switzerland), 319–320.Crossref, Google Scholar
• Saariluoma P (1992) Visuospatial and articulatory interference in chess players’ information intake. Appl. Cognitive Psych. 6(1):77–89.Crossref, Google Scholar
• Sawyer RK (2012) Explaining Creativity: The Science of Human Innovation, 2nd ed. (Oxford University Press, Oxford, UK).Google Scholar
• Sheridan H, Reingold EM (2013) A further examination of the lexical-processing stages hypothesized by the E-Z Reader model. Attention Perception Psychophysics 75(3):407–414.Crossref, Google Scholar
• Smith SM (2003) The constraining effects of initial ideas. Paulus PB, Nijstad BA, eds. Group Creativity: Innovation through Collaboration (Oxford University Press, New York), 15–31.Crossref, Google Scholar
• Smith SM, Blankenship SE (1991) Incubation and the persistence of fixation in problem solving. Amer. J. Psych. 104(1):61–87.Crossref, Google Scholar
• Smith SM, Gerkens DR, Angello G (2017) Alternating incubation effects in the generation of category exemplars. J. Creative Behav. 51(2):95–106.Crossref, Google Scholar
• Smith SM, Ward TB, Schumacher JS (1993) Constraining effects of examples in a creative generation task. Memory Cognition 21(6):837–845.Crossref, Google Scholar
• Sternberg RJ, Lubart TI (1996) Investing in creativity. Amer. Psych. 51(7):677–688.Crossref, Google Scholar
• Storm BC, Angello G (2010) Overcoming fixation: Creative problem solving and retrieval-induced forgetting. Psych. Sci. 21(9):1263–1265.Crossref, Google Scholar
• Wang W, Gao G, Agarwal R (2023) Friend or foe? Teaming between artificial intelligence and workers with variation in experience. Management Sci. 70(9):5753–5775.Google Scholar
• Woodman RW, Sawyer JE, Griffin RW (1993) Toward a theory of organizational creativity. Acad. Management Rev. 18(2):293–321.Crossref, Google Scholar
• Zhou E, Lee D (2024) Generative artificial intelligence, human creativity, and art. PNAS Nexus 3(3):pgae052.Crossref, Google Scholar