Artificial intelligence and corporate risk-taking: Evidence from China

被引:0
|
作者
Chen, Hong [1 ,2 ]
Zhang, Mengyun [1 ]
Zeng, Jun [1 ]
Wang, Wenhua [1 ,3 ]
机构
[1] Yunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R China
[2] Zhaotong Univ, Sch Management, Zhaotong 657000, Peoples R China
[3] Univ Int Business & Econ, Business Sch, Beijing 100029, Peoples R China
基金
中国国家自然科学基金;
关键词
Artificial intelligence; Risk-taking; Financing constraints; SUPPLY CHAIN MANAGEMENT; DECISION-MAKING; ROBOTS; INVESTMENT;
D O I
10.1016/j.cjar.2024.100372
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
The deep integration of artificial intelligence (AI) into enterprises presents both opportunities and challenges, making it a focal point of current research. This study explores the impact of AI on corporate risk-taking, using data spanning 2010-2019 from A-share listed companies in China. Our findings suggest that AI significantly heightens companies' level of risk-taking. Furthermore, financing constraints can amplify the relationship between AI and risk-taking, enhancing their sensitivity correlation. AI also significantly improves firms' investment efficiency and mitigates their underinvestment issues. Finally, mediation tests indicate that AI enhances risk-taking by diminishing firms' risk perception. Overall, we offer valuable insights into and references for accelerating the deep integration of AI into enterprises. (c) 2024 Sun Yat-sen University. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
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页数:22
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