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How does cultural diversity influence corporate AI development?

Author

Listed:
  • Liu, Rong
  • Luo, Wenying
  • Su, Ruiqian

Abstract

This study explores the impact of cultural diversity on corporate artificial intelligence (AI) development and its underlying mechanisms. Empirical analysis demonstrates that cultural diversity significantly enhances AI development within firms, primarily by fostering innovation. Heterogeneity analysis further reveals that this positive effect is more pronounced in firms with lower financial constraints, higher levels of marketization, and nonstate-owned enterprises. This study provides a fresh perspective on the intersection of cultural diversity and corporate technological innovation, offering valuable policy insights for promoting AI adoption and advancement in firms.

Suggested Citation

  • Liu, Rong & Luo, Wenying & Su, Ruiqian, 2025. "How does cultural diversity influence corporate AI development?," Finance Research Letters, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:finlet:v:81:y:2025:i:c:s1544612325007652
    DOI: 10.1016/j.frl.2025.107506
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    References listed on IDEAS

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    1. Zhu, Junbing & Grigoriadis, Theocharis N., 2022. "Chinese dialects, culture & economic performance," China Economic Review, Elsevier, vol. 73(C).
    2. Douglas Dow & Ilya R P Cuypers & Gokhan Ertug, 2016. "The effects of within-country linguistic and religious diversity on foreign acquisitions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(3), pages 319-346, April.
    3. Xia, Linglan & Song, Jiao, 2024. "Cultural diversity, asset structure, and corporate litigation risk," Finance Research Letters, Elsevier, vol. 69(PB).
    4. Luo, Kun & Lim, Edwin KiaYang & Qu, Wen & Zhang, Xuan, 2021. "Board cultural diversity, government intervention and corporate innovation effectiveness: Evidence from China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 17(2).
    5. Yang Yi-wen & Tian Kai, 2024. "How Industrial Intelligence Affects High-Quality Economic Development," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 8495-8512, June.
    6. Hu, Huiting & Yu, Gangning & Xiong, Xueli & Guo, Lijia & Huang, Jiashun, 2022. "Cultural Diversity and Innovation: An Empirical Study from Dialect," Technology in Society, Elsevier, vol. 69(C).
    7. Klein, Tony & Walther, Thomas, 2024. "Advances in Explainable Artificial Intelligence (xAI) in Finance," Finance Research Letters, Elsevier, vol. 70(C).
    8. Zhai, Shaoxuan & Liu, Zhenpeng, 2023. "Artificial intelligence technology innovation and firm productivity: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
    9. Falck, Oliver & Heblich, Stephan & Lameli, Alfred & Südekum, Jens, 2012. "Dialects, cultural identity, and economic exchange," Journal of Urban Economics, Elsevier, vol. 72(2), pages 225-239.
    10. Guangyong Lei & Wanwan Wang & Junli Yu & Kam C. Chan, 2022. "Cultural Diversity and Corporate Tax Avoidance: Evidence from Chinese Private Enterprises," Journal of Business Ethics, Springer, vol. 176(2), pages 357-379, March.
    11. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    12. Bonaparte, Yosef, 2024. "Artificial Intelligence in Finance: Valuations and Opportunities," Finance Research Letters, Elsevier, vol. 60(C).
    13. Xiaoyang Zhao & Su Yu, 2024. "Does business strategy of the state‐owned enterprise affect the participation of non‐state‐owned capital?: Empirical evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 795-808, March.
    14. Rammer, Christian & Fernández, Gastón P. & Czarnitzki, Dirk, 2022. "Artificial intelligence and industrial innovation: Evidence from German firm-level data," Research Policy, Elsevier, vol. 51(7).
    15. Griffin, Dale & Li, Kai & Xu, Ting, 2021. "Board Gender Diversity and Corporate Innovation: International Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(1), pages 123-154, February.
    16. Yan, Jie & Gu, Xin & Xie, Zongtang, 2024. "CEO cultural and financial backgrounds and corporate innovation," Finance Research Letters, Elsevier, vol. 66(C).
    17. Hu, Liang & Chen, Shishuo, 2024. "Artificial intelligence innovation and corporate environmental investment: A contingent view," Finance Research Letters, Elsevier, vol. 69(PB).
    18. Zhao, Chenyu & Zhou, Peng, 2024. "Does dialect diversity improve enterprise employment? Evidence from Chinese listed companies," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1395-1404.
    19. Ma, Jinghao & Shang, Yujie & Liang, Zhenghan, 2025. "Digital transformation, artificial intelligence and enterprise innovation performance," Finance Research Letters, Elsevier, vol. 78(C).
    20. Zhang, Jiaqing & Chen, Xiaohui & Zhao, Xindong, 2023. "A perspective of government investment and enterprise innovation: Marketization of business environment," Journal of Business Research, Elsevier, vol. 164(C).
    21. Xiangxi Tang & Jing Shi & Jianlei Han & Ao Shu & Fulong Xiao, 2021. "Culturally diverse board and corporate innovation," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5655-5679, December.
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    1. Yan, Jin & Li, Zuowen & Li, Yanru, 2025. "Dialect diversity and enterprise digital transformation," Finance Research Letters, Elsevier, vol. 82(C).

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    Keywords

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    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • Z10 - Other Special Topics - - Cultural Economics - - - General
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility

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