Impacts of generative AI on user contributions: evidence from a coding Q &A platform
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作者:
Li, Xinyu
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机构:
Chinese Univ Hong Kong, CUHK Business Sch, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, CUHK Business Sch, Shatin, Hong Kong, Peoples R China
Li, Xinyu
[1
]
Kim, Keongtae
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机构:
Chinese Univ Hong Kong, CUHK Business Sch, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, CUHK Business Sch, Shatin, Hong Kong, Peoples R China
Kim, Keongtae
[1
]
机构:
[1] Chinese Univ Hong Kong, CUHK Business Sch, Shatin, Hong Kong, Peoples R China
Generative AI;
User contribution;
UGC platform;
Content policy;
INCENTIVES;
D O I:
10.1007/s11002-024-09747-1
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
This study investigates the short-term impact of generative AI, exemplified by the introduction of ChatGPT, on user contributions in a coding Q&A platform. We find that the introduction of ChatGPT led to a reduction in the number of high-quality answers provided by users, particularly among highly engaged contributors, despite an overall increase in answers. We identify two key mechanisms: (1) increased perceived question sophistication despite no actual change in content and (2) reduced motivation of loyal users in providing answers in the face of AI-generated alternatives. The findings suggest that while generative AI can facilitate value creation on user-generated content (UGC) platforms, it also poses challenges in retaining core contributors and managing content quality. The paper contributes to the literature on the impact of AI adoption on platforms and suggests practical implications for UGC platform management, such as the need for AI content disclosure measures to retain engaged users.
机构:
Arizona State Univ, Dept Informat Syst, Informat Syst, WP Carey Sch Business, Tempe, AZ 85287 USABeijing Inst Technol, Sch Management & Econ, Dept Management Engn, Beijing, Peoples R China
Huang, Ni
Hong, Yili
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机构:
Arizona State Univ, WP Carey Sch Business, Informat Syst, Tempe, AZ 85287 USA
Arizona State Univ, WP Carey Sch Business, Digital Soc Initiat, Tempe, AZ 85287 USA
Arizona State Univ, WP Carey Sch Business, Dept Informat Syst, Tempe, AZ 85287 USABeijing Inst Technol, Sch Management & Econ, Dept Management Engn, Beijing, Peoples R China
Hong, Yili
Yan, Zhijun
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Management & Econ, Dept Management Engn, Beijing, Peoples R ChinaBeijing Inst Technol, Sch Management & Econ, Dept Management Engn, Beijing, Peoples R China