Proceedings of the 2024 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024)

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How do artificial intelligence applications affect the performance of intelligent manufacturing enterprises-- Research from the Perspective of Human Capital Structure

Authors
Zeshuang Liu1, Jiayi Li2, *
1Department of Business Administration, Xi’an University of Technology, Shaanxi, China
2Economics and Management, Xi’an University of Technology, Shaanxi, China
*Corresponding author. Email: 1061117204@qq.com
Corresponding Author
Jiayi Li
Available Online 31 August 2024.
DOI
10.2991/978-94-6463-490-7_11How to use a DOI?
Keywords
Smart manufacturing; Artificial intelligence; Human capital structure; Firm performance
Abstract

The use of artificial intelligence technology can bring economic benefits to intelligent manufacturing enterprises. However, it can also lead to changes in the human capital structure of these enterprises due to the substitution and complementary collaboration of artificial intelligence with human work. This phenomenon has attracted the attention of academics. This study examines the mediating effect of human capital structure on the performance of smart manufacturing firms impacted by artificial intelligence applications, using a stepwise approach. The panel data of 217 Shanghai and Shenzhen A-share listed manufacturing enterprises and the industrial robot installation data released by IFR from 2012 to 2019 were selected for the analysis. It has been found that the application of AI can significantly improve the performance of China’s intelligent manufacturing enterprises. Furthermore, the use of AI will increase the demand for highly skilled labour, thereby achieving an improvement in enterprise performance through the optimisation and adjustment of the enterprise’s human capital structure. In areas with high levels of industrialization, knowledge and technology density, and good population quality, AI applications show a stronger optimization effect on human capital structure.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2024 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
31 August 2024
ISBN
978-94-6463-490-7
ISSN
2589-4919
DOI
10.2991/978-94-6463-490-7_11How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Zeshuang Liu
AU  - Jiayi Li
PY  - 2024
DA  - 2024/08/31
TI  - How do artificial intelligence applications affect the performance of intelligent manufacturing enterprises-- Research from the Perspective of Human Capital Structure
BT  - Proceedings of the 2024 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024)
PB  - Atlantis Press
SP  - 82
EP  - 98
SN  - 2589-4919
UR  - https://doi.org/10.2991/978-94-6463-490-7_11
DO  - 10.2991/978-94-6463-490-7_11
ID  - Liu2024
ER  -