journal article Jun 24, 2025

Artificial Intelligence and Enterprise Technological Innovation: Evidence From China

Managerial and Decision Economics Vol. 46 No. 7 pp. 4056-4069 · Wiley
View at Publisher Save 10.1002/mde.70002
Abstract
ABSTRACTThis paper investigates the impact of artificial intelligence (AI) on the technological innovation (TI) of enterprises and explores its mechanisms of action based on data from Chinese enterprises. This study finds that AI significantly promotes enterprise TI. The reliability of these conclusions is validated through instrumental variable regression and robustness tests. Key mechanisms through which AI enhances enterprise innovation include total factor productivity (TFP) improvement, human capital structure optimization, and digital transformation. The level of internal R&D focus within enterprises plays a positive moderating role in the incentive effects of AI on TI. AI can not only enhance the quantity of technological innovation but also promote the diffusion of technology. Enterprises in the service industry exhibit stronger effects. Therefore, it is recommended that governments increase support for AI technologies, promote the integration of traditional industries, and improve talent training mechanisms. This would allow AI to play a more positive role in fostering enterprise TI and driving high‐quality economic development.
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References
34
[1]
Artificial intelligence, firm growth, and product innovation

Tania Babina, Anastassia Fedyk, Alex He et al.

Journal of Financial Economics 10.1016/j.jfineco.2023.103745
[2]
Artificial intelligence and corporate innovation: A review and research agenda

Salman Bahoo, Marco Cucculelli, Dawood Qamar

Technological Forecasting and Social Change 10.1016/j.techfore.2022.122264
[3]
Product Innovation, Product Diversification, and Firm Growth: Evidence from Japan’s Early Industrialization

Serguey Braguinsky, Atsushi Ohyama, Tetsuji Okazaki et al.

American Economic Review 10.1257/aer.20201656
[5]
Artificial intelligence and firm-level productivity

Dirk Czarnitzki, Gastón P. Fernández, Christian Rammer

Journal of Economic Behavior & Organization 10.1016/j.jebo.2023.05.008
[6]
Dash R. "Application of Artificial Intelligence in Automation of Supply Chain Management" Journal of Strategic Innovation and Sustainability (2019)
[8]
Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy

Yogesh K. Dwivedi, Laurie Hughes, Elvira Ismagilova et al.

International Journal of Information Management 10.1016/j.ijinfomgt.2019.08.002
[9]
The impact of artificial intelligence on green technology cycles in China

Tong Fu, Zhaoxuan Qiu, Xiangyang Yang et al.

Technological Forecasting and Social Change 10.1016/j.techfore.2024.123821
[10]
Goralski M. A. "Artificial Intelligence and Sustainable Development" International Journal of Management Education (2020)
[12]
The Ethics of AI Ethics: An Evaluation of Guidelines

Thilo Hagendorff

Minds and Machines 10.1007/s11023-020-09517-8
[14]
The determinants of AI innovation across European firms

Ioana Igna, Francesco Venturini

Research Policy 10.1016/j.respol.2022.104661
[18]
Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors

Jun Liu, Huihong Chang, Jeffrey Yi-Lin Forrest et al.

Technological Forecasting and Social Change 10.1016/j.techfore.2020.120142
[24]
Artificial intelligence and industrial innovation: Evidence from German firm-level data

Christian Rammer, Gastón P. Fernández, Dirk Czarnitzki

Research Policy 10.1016/j.respol.2022.104555
[34]
Ethics and privacy of artificial intelligence: Understandings from bibliometrics

Mengjia Wu, George Yijun Tian, Guangquan Zhang et al.

Knowledge-Based Systems 10.1016/j.knosys.2021.106994
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Citations
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References
Details
Published
Jun 24, 2025
Vol/Issue
46(7)
Pages
4056-4069
License
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Cite This Article
Yang Zhang, Yuexian Chang, Haoyu Zhou (2025). Artificial Intelligence and Enterprise Technological Innovation: Evidence From China. Managerial and Decision Economics, 46(7), 4056-4069. https://doi.org/10.1002/mde.70002
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