The Intrinsic MotivationforContinuous Usage Intention of Generative AI Inthe Fashion Design Field ╶ A Self-Determination Theory Perspective╶
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This study examines the underlying mechanism by focusing on the intrinsic motives of fashion designers that influence the use of fashion design-specific generative AI technology. This study conducted research using the fashion design-specific generative AI, called "AI-designer," developed in previous studies by researchers. An online survey was conducted in February 2023 with 67 designers who work as fashion designers for Korean fashion companies. The results of this study are as follows. First, the experience of generative AI has a positive effect on intrinsic motives of fashion designers, including autonomy and pride of authorship. Second, those intrinsic motives have a positive effect on satisfaction with the use of the generative AI. Also, satisfaction with generative AI positively affects intention to use the generative AI. This study has academic significance in expanding research related to self-determination theory by examining the intrinsic motivation and satisfaction of fashion designers in using generative AI. Also this study can practically provide foundation information for establishing strategies for utilizing fashion design-specific generative AI technology in the fashion industry by expanding the research subjects to current fashion designers.
Abstract
This study examines the underlying mechanism by focusing on the intrinsic motives of fashion designers that influence the use of fashion design-specific generative AI technology. This study conducted research using the fashion design-specific generative AI, called "AI-designer," developed in previous studies by researchers. An online survey was conducted in February 2023 with 67 designers who work as fashion designers for Korean fashion companies. The results of this study are as follows. First, the experience of generative AI has a positive effect on intrinsic motives of fashion designers, including autonomy and pride of authorship. Second, those intrinsic motives have a positive effect on satisfaction with the use of the generative AI. Also, satisfaction with generative AI positively affects intention to use the generative AI. This study has academic significance in expanding research related to self-determination theory by examining the intrinsic motivation and satisfaction of fashion designers in using generative AI. Also this study can practically provide foundation information for establishing strategies for utilizing fashion design-specific generative AI technology in the fashion industry by expanding the research subjects to current fashion designers.
참고문헌 (47)
- Abrardi, L., "Artificial intelligence, firms and consumer behavior : A survey", Journal of Economic Surveys, 36(4), pp.969~991 (2022)[DOI]
- Ashfaq, M., "I, Chatbot : Modeling the determinants of users’ satisfaction and continuance intention of AI-powered service agents", Telematics and Informatics, 54, pp.101473~ (2020)[DOI]
- Generative AI at work (No. w31161), "Brynjolfsson, E.", National Bureau of Economic Research, ~ (2023)
- Chan, C. K. Y., "Students’ voices on generative AI : Perceptions, benefits, and challenges in higher education", International Journal of Educational Technology in Higher Education, 20(1), pp.43~ (2023)[DOI]
- Chan, J., "Perception of Autonomy and the Role of Experience within the Maritime Industry", Journal of Marine Science and Engineering, 11(2), pp.258~ (2023)[DOI]
- Choi, W., "Developing an AI-based automated fashion design system : reflecting the work process of fashion designers", Fashion and Textiles, 10(1), pp.39~ (2023)[DOI]
- Dehouche, N., "What’s in a text-to-image prompt? The potential of stable diffusion in visual arts education", Heliyon, 9(6), pp.e16757~ (2023)[DOI]
- Davenport, T., "How artificial intelligence will change the future of marketing", Journal of the Academy of Marketing Science, 48, pp.24~42 (2020)[DOI]
- Deci, E. L., "The"what"and"why"of goal pursuits : Human needs and the self-determination of behavior", Psychological Inquiry, 11(4), pp.227~268 (2000)[DOI]
- Deci, E. L., "The general causality orientations scale : Self-determination in personality", Journal of Research in Personality, 19(2), pp.109~134 (1985)[DOI]
- De Wet, A. J. C., "Towards enterprising design: a creativity framework supporting the fluency, flexibility and flow of student fashion designers", International Journal of Fashion Design, Technology and Education, 13(3), pp.352~363 (2020)[DOI]
- d’Inverno, M., "Creativity through autonomy and interaction", Cognitive Computation, 4, pp.332~346 (2012)[DOI]
- Franke, N., "Testing the value of customization : when do customers really prefer products tailored to their preferences?", Journal of Marketing, 73(5), pp.103~121 (2009)[DOI]
- Gagné, M., "The Multidimensional Work Motivation Scale : Validation evidence in seven languages and nine countries", European Journal of Work and Organizational Psychology, 24(2), pp.178~196 (2015)[DOI]
- Gagné, M., "Understanding and shaping the future of work with self-determination theory", Nature Reviews Psychology, 1(7), pp.378~392 (2022)
- Gandhi, A., "How technology can drive the next wave of mass customization", pp.1~8 (2014), McKinsey & Company
- Go, M., "A study on the effects of food industry consumers’ self-determination on the choice of food product and behavior intention", International Journal of Tourism and Hospitality Research, 33(9), pp.145~159 (2019)[DOI]
- Goo, H. K., "The effect of consumers' self-determination on ethical consumption behavior and consumer happiness", Social Economy & Policy Studies, 8(1), pp.113~142 (2018)[DOI]
- Graefe, A., "Readers' perception of computer-generated news : Credibility, expertise, and readability", Journalism, 19(5), pp.595~610 (2018)[DOI]
- Hair, J. F., "An assessment of the use of partial least squares structural equation modeling in marketing research", Journal of the Academy of Marketing Science, 40(3), pp.414~433 (2012)[DOI]
- Heizer, J., "Principles of Operations Management" (2011), Pearson
- Joo, Y. J., "Students' expectation, satisfaction, and continuance intention to use digital textbooks", Computers in Human Behavior, 69, pp.83~90 (2017)[DOI]
- Jung, J-r., "Perception of fashion designer's capability and product quality-Human vs. Human+AI vs. AI-", Journal of the Korean Society of Clothing and Textiles, 47(4), pp.743~759 (2023)[DOI]
- Ki, C. W. C., "Can an intelligent personal assistant(IPA)be your friend? Para-friendship development mechanism between IPAs and their users", Computers in Human Behavior, 111, pp.106412~ (2020)[DOI]
- Kim, H. Y., "Current status of development and practice of artificial intelligence solutions for digital transformation of fashion manufacturers", Journal of Fashion Business, 26(2), pp.28~47 (2022)[DOI]
- Kim, H. Y., "The effect of online customization on consumers’ happiness and purchase intention and the mediating roles of autonomy, competence, and pride of authorship", International Journal of Human–Computer Interaction, 36(5), pp.403~413 (2020)[DOI]
- Kopalle, P. K., "Examining artificial intelligence(AI)technologies in marketing via a global lens : Current trends and future research opportunities", International Journal of Research in Marketing, 39(2), pp.522~540 (2022)[DOI]
- Lee, B. R., "Case study of AI-generated logo design : Focusing on design thinking museum logo design", Journal of Business Convergence, 8(5), pp.85~92 (2023)[DOI]
- Lee, J., "The effects of sports-for-all club members self-esteem and self-determination on consumption propensity, product identification & purchase behavior", Korean Journal of Sport Science, 31(4), pp.745~758 (2020)[DOI]
- Lee, S., "Intrinsic versus extrinsic goals : The role of self-construal in understanding consumer response to goal framing in social marketing", Journal of Business Research, 94, pp.99~112 (2019)[DOI]
- Letchumanan, M., "Assessing the intention to use e-book among engineering undergraduates in Universiti Putra Malaysia, Malaysia", Library Hi Tech, 29(3), pp.512~528 (2011)[DOI]
- Liaw, S. S., "An activity-theoretical approach to investigate learners’ factors toward e-learning systems", Computers in Human Behavior, 23(4), pp.1906~1920 (2007)[DOI]
- Liu, M., "The effect of employee goal orientation on change-supportive behavior : a moderated mediation approach", Journal of Organizational Change Management, 36(6), pp.1010~1026 (2023)[DOI]
- Maltby, J., "The relationship between exercise motives and psychological weil-being", The Journal of Psychology, 135(6), pp.651~660 (2001)[DOI]
- Mascadri, J., "Exploring intercultural competence through the lens of self-authorship", Early Years, 37(2), pp.217~234 (2017)[DOI]
- Mirbabaie, M., "The rise of artificial intelligence–understanding the AI identity threat at the workplace", Electronic Markets, pp.1~27 (2022)[DOI]
- Molleman, E., "How a powerful audience and audience feedback moderate the relationship between performance-approach orientation and exaggerated self-promotion", The International Journal of Human Resource Management, 30(15), pp.2273~2292 (2019)[DOI]
- Prentice, C., "Engaging and retaining customers with AI and employee service", Journal of Retailing and Consumer Services, 56, pp.102186~ (2020)[DOI]
- Reis, H. T., "Daily well-being : The role of autonomy, competence, and relatedness", Personality and Social Psychology Bulletin, 26, pp.419~435 (2000)[DOI]
- Ryan, R., "Handbook of self-determination research", pp.3~33 (2002), University of Rochester Press
- Schreier, M., "The value increment of mass-customized products : an empirical assessment", Journal of Consumer Behaviour, 5(4), pp.317~327 (2006)[DOI]
- Sheldon, K. M., "What makes for a good day? Competence and autonomy in the day and in the person", Personality and Social Psychology Bulletin, 22, pp.1270~1279 (1996)
- Stone, R. W., "Students’ expectation, confirmation, and continuance intention to use electronic textbooks", Computers in Human Behavior, 29(3), pp.984~990 (2013)[DOI]
- Thong, J. Y., "The effects of post-adoption beliefs on the expectation-confirmation model for information technology continuance", International Journal of Human-Computer Studies, 64(9), pp.799~810 (2006)[DOI]
- Trentin, A., "Increasing the consumer-perceived benefits of a mass-customization experience through sales-configurator capabilities", Computers in Industry, 65(4), pp.693~705 (2014)[DOI]
- Vlachopoulos, S. P., "Development and initial validation of a measure of autonomy, competence, and relatedness in exercise : The Basic Psychological Needs in Exercise Scale", Measurement in Physical Education and Exercise Science, 10(3), pp.179~201 (2006)[DOI]
- Wilson, P. M., "Relationships between exercise regulations and motivational consequences in university students", Research Quarterly for Exercise and Sport, 75(1), pp.81~91 (2004)[DOI]
