TY - GEN
T1 - What is the Value of AI's Creative Work? Human Appraisals and Consumer Choice of Computational Aided Product Design
AU - Geva, Hilah
AU - Zalmanson, Lior
N1 - Publisher Copyright:
© 2024 International Conference on Information Systems. All Rights Reserved.
PY - 2024
Y1 - 2024
N2 - In the evolving landscape of e-commerce, the emergence of artificial intelligence (AI) in product design has sparked a debate on the perceived value of AI-designed products versus those designed by humans. Our research-in-progress is examining consumer attitudes towards AI-designed products, focusing on the implications for e-commerce platforms' disclosure policies. We present initial findings from two online experiments. The first studies product valuation, while the second focuses on product choice in a mixed environment with both AI-designed and human-designed products. Both studies explore the mediating roles of perceived effort and creativity in these processes. Our Initial results indicate that consumers allocate greater value and are more likely to choose human vs. AI-designs. In terms of mechanism, we show that consumers perceive human design as more creative and effortful and that these perceptions mediate the effects on valuation and choice.
AB - In the evolving landscape of e-commerce, the emergence of artificial intelligence (AI) in product design has sparked a debate on the perceived value of AI-designed products versus those designed by humans. Our research-in-progress is examining consumer attitudes towards AI-designed products, focusing on the implications for e-commerce platforms' disclosure policies. We present initial findings from two online experiments. The first studies product valuation, while the second focuses on product choice in a mixed environment with both AI-designed and human-designed products. Both studies explore the mediating roles of perceived effort and creativity in these processes. Our Initial results indicate that consumers allocate greater value and are more likely to choose human vs. AI-designs. In terms of mechanism, we show that consumers perceive human design as more creative and effortful and that these perceptions mediate the effects on valuation and choice.
KW - Creativity
KW - E-Commerce Platforms
KW - Experiments
KW - Generative AI
UR - https://www.scopus.com/pages/publications/105010821972
M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???
AN - SCOPUS:105010821972
T3 - 45th International Conference on Information Systems, ICIS 2024
BT - 45th International Conference on Information Systems, ICIS 2024
PB - Association for Information Systems
T2 - 45th International Conference on Information Systems, ICIS 2024
Y2 - 15 December 2024 through 18 December 2024
ER -