TY - JOUR
T1 - Unraveling Gratifications, Concerns, and Acceptance of Generative Artificial Intelligence
AU - Lin, Zhihuai
AU - Ng, Yu Leung
N1 - Publisher Copyright:
© 2024 The Author(s). Published with license by Taylor & Francis Group, LLC.
PY - 2024/12/6
Y1 - 2024/12/6
N2 - Despite the burgeoning interest in generative artificial intelligence (AI), specifically ChatGPT, little is known about the underlying user motivations and concerns that may shape technology acceptance indicators, such as post popularity and engagement on online platforms. Guided by the uses and gratifications and technology acceptance approaches, this study utilizes ecologically valid social media data to unearth user-driven topics and themes on Reddit. We extracted six key themes: utilitarian, hedonic, and social gratifications, creativity enhancement, and technical and societal concerns. Our results showed that specific topics of gratifications and concerns predicted post scores and comments in different patterns. Our findings could offer guidance for developers and policymakers, underlining the necessity for user-centric and ethically informed generative AI systems that address technological prowess and societal implications.
AB - Despite the burgeoning interest in generative artificial intelligence (AI), specifically ChatGPT, little is known about the underlying user motivations and concerns that may shape technology acceptance indicators, such as post popularity and engagement on online platforms. Guided by the uses and gratifications and technology acceptance approaches, this study utilizes ecologically valid social media data to unearth user-driven topics and themes on Reddit. We extracted six key themes: utilitarian, hedonic, and social gratifications, creativity enhancement, and technical and societal concerns. Our results showed that specific topics of gratifications and concerns predicted post scores and comments in different patterns. Our findings could offer guidance for developers and policymakers, underlining the necessity for user-centric and ethically informed generative AI systems that address technological prowess and societal implications.
KW - ChatGPT
KW - correlated topic model
KW - generative artificial intelligence
KW - technology acceptance
KW - uses and gratifications
UR - http://www.scopus.com/inward/record.url?scp=85210922502&partnerID=8YFLogxK
U2 - 10.1080/10447318.2024.2436749
DO - 10.1080/10447318.2024.2436749
M3 - Journal article
AN - SCOPUS:85210922502
SN - 1044-7318
JO - International Journal of Human-Computer Interaction
JF - International Journal of Human-Computer Interaction
ER -