TY - JOUR
T1 - Service innovation through generative AI art platforms
T2 - the MIND affordances
AU - Lee, Crystal T.
AU - Shen, Yung Cheng
N1 - Publisher Copyright:
© 2025 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2026
Y1 - 2026
N2 - The emergence of generative artificial intelligence (AI) platforms has revolutionized the creative art industry. Although recent research has explored various aspects of AI, how the unique affordances provided by AI art platforms shape consumer responses remains unclear. To fill this gap, this study draws on the affordance theory to examine how affordances affect user behavior through user empowerment. By analyzing 2747 posts on social media using text mining, we identified four primary affordances of AI art platforms: monetization, ideation, navigation, and demonstration. Further, we surveyed 1477 users of AI art platforms to investigate the effects of these affordances on user outcomes. Utilizing partial structural equation modeling (PLS-SEM), the results reveal that all four affordances types positively impact user empowerment, which in-turn drives evangelism, stickiness, and AI-enabled productivity. The findings offer useful implications for AI art platform service providers seeking to develop long-term user relationships.
AB - The emergence of generative artificial intelligence (AI) platforms has revolutionized the creative art industry. Although recent research has explored various aspects of AI, how the unique affordances provided by AI art platforms shape consumer responses remains unclear. To fill this gap, this study draws on the affordance theory to examine how affordances affect user behavior through user empowerment. By analyzing 2747 posts on social media using text mining, we identified four primary affordances of AI art platforms: monetization, ideation, navigation, and demonstration. Further, we surveyed 1477 users of AI art platforms to investigate the effects of these affordances on user outcomes. Utilizing partial structural equation modeling (PLS-SEM), the results reveal that all four affordances types positively impact user empowerment, which in-turn drives evangelism, stickiness, and AI-enabled productivity. The findings offer useful implications for AI art platform service providers seeking to develop long-term user relationships.
KW - AI art platforms
KW - AI-enabled productivity
KW - Affordances
KW - empowerment
KW - generative AI
UR - https://www.scopus.com/pages/publications/105022724849
UR - https://www.scopus.com/pages/publications/105022724849#tab=citedBy
U2 - 10.1080/02642069.2025.2587593
DO - 10.1080/02642069.2025.2587593
M3 - Article
AN - SCOPUS:105022724849
SN - 0264-2069
VL - 46
SP - 27
EP - 62
JO - Service Industries Journal
JF - Service Industries Journal
IS - 1-2
ER -