Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure

Jiaxue Wen

doi:10.47297/wspeiWSP2516-253528.20250903

PDF
导出
分享
收藏
专辑

Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure

9卷第3期

浏览量: 0 Downloads: 0

Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure
Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure
Guangdong University of Finance and Economics, Guangzhou 510000, China
2025年9卷第3期页码：141-146
纸质出版日期：2025-06-25
DOI：10.47297/wspeiWSP2516-253528.20250903
Accepted：

Scan QR Code

(2025). Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure. 创业与创新（英文版）, 9(3), 141-146.

Wen Jiaxue.Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure[J].Entrepreneurship and Innovation,2025,09(03):141-146.
(2025). Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure. 创业与创新（英文版）, 9(3), 141-146. DOI： 10.47297/wspeiWSP2516-253528.20250903.

Wen Jiaxue.Artificial Intelligence Enabling Entrepreneurship Orientation——Opening Up to the Outside World and the Regulatory Mechanism of Industrial Structure[J].Entrepreneurship and Innovation,2025,09(03):141-146. DOI： 10.47297/wspeiWSP2516-253528.20250903.

摘要

Abstract

In the context of a burgeoning digital economy

examining the impact of artificial intelligence (AI) output on firms' entrepreneurial orientation is of significant practical importance. Using panel data from Chinese A-share listed companies from 2011 to 2022 and estimating two-way fixed-effects models

this study empirically tests the effect and underlying mechanisms of AI (measured by Allpatents) on entrepreneurial orientation. The results indicate that (1) AI significantly enhances firms' entrepreneurial orientation

and this finding remains robust after excluding outliers and applying winsorization; and (2) both regional openness and industrial upgrading positively moderate the effect of AI on entrepreneurial orientation through technology spillovers and optimized factor allocation. These findings offer empirical guidance for firms optimizing their AI deployment and for policymakers crafting innovation-driven strategies

while also extending entrepreneurial orientation theory to the digital technology context.

关键词

Keywords

references

BARNEY J . Firm resources and sustained competitive advantage [J ] . Journal of management , 1991 , 17 ( 1 ): 99 - 120 .

TEECE D J , PISANO G , SHUEN A . Dynamic capabilities and strategic management [J ] . Strategic management journal , 1997 , 18 ( 7 ): 509 - 533 .

CROSSAN M . The knowledge-creating company: How Japanese companies create the dynamics of innovation [J ] . Journal of International Business Studies , 1996 , 27 ( 1 ): 196 – 201 .

ADIMULAM T , BHOYAR M , REDDY P . AI-Driven Predictive Maintenance in IoT-Enabled Industrial Systems [J ] . Iconic Research and Engineering Journals , 2019 , 2 ( 11 ): 398 - 410 .

OTIS N , CLARKE P , DELECOURT S , et al . The uneven impact of generative AI on entrepreneurial performance [J ] . OSF Preprints , 2003 .

MOSTAFIZ M I , AHMED F U , TARDIOS J , et al . Configuring international entrepreneurial orientation and dynamic internationalization capability to predict international performance [J ] . International Business Review , 2025 , 34 ( 2 ): 102275 .

SIMONSSON J , AGARWAL G . Perception of value delivered in digital servitization [J ] . Industrial Marketing Management , 2021 , 99 : 167 - 174 .

NORTH D C . Institutions, institutional change and economic performance [D ] . England : Cambridge University , 1990 .

PORTER M E . The competitive advantage of nations [J ] . Harvard Business Review , 1990 , 68 ( 2 ): 73 – 93 .

JAFFE A B , TRAJTENBERG M , HENDERSON R . Geographic localization of knowledge spillovers as evidenced by patent citations [J ] . Quarterly Journal of Economics , 1993 , 108 ( 3 ): 577 – 598 .

MORETTI E . The new geography of jobs [M ] . Boston : Houghton Mifflin Harcourt , 2012 .

ACEMOGLU D , JOHNSON S , ROBINSON J A . Institutions as a fundamental cause of long-run growth [M ] . North‑Holland : Handbook of Economic Growth , 2005 .

HIDALGO C A , HAUSMANN R . The building blocks of economic complexity [J ] . Proceedings of the National Academy of Sciences , 2009 , 106 ( 26 ): 10570 - 10575 .

PORTER M E . Clusters and the new economics of competition [J ] . Harvard Business Review , 1998 , 76 ( 6 ): 77 – 90 .

Yu B . The impact of the Internet on industrial green productivity: Evidence from China [J ] . Technological Forecasting and Social Change , 2022 , 177 : 121527 .

YU Y Y , XU N , WEN X Z . Research on the impact of entrepreneurial orientation on the digital transformation of enterprises [J ] . Scientific Research Management , 2024 , 45 ( 10 ): 81 - 91 .

YU X Y , CAO G , ZHANG Y L . Entrepreneurship-oriented Chinese vocabulary development based on computer-aided text analysis technology [J ] . Journal of Management , 2022 , 19 ( 11 ): 1657 .

YAO J Q , ZHANG K P , GUO L P . How does artificial intelligence improve enterprise production efficiency?——A Perspective based on the adjustment of labor skills structure [J ] . Management World , 2024 , 40 ( 2 ): 101 - 116 .