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Development of corporate artificial intelligence and the quality of export products

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  • Liu, Jiaqi
  • Qin, Chuan
  • Chu, Xiaojing

Abstract

This study examines the impact of artificial intelligence (AI) on the quality of export products. Using data from 5,274 Chinese firms from 2003 to 2015, we demonstrate that corporate AI development significantly enhances export product quality by facilitating quality certification, as confirmed by several robustness tests. Moreover, the impact of AI demonstrates significant heterogeneity across different firm types. State-owned enterprises, manufacturing firms, and exporters aiming for developed markets and high-tech industries benefit more from AI development in terms of product quality improvement. These findings provide strong empirical evidence that firms must develop AI-driven strategies. Furthermore, they offer valuable insights for policymakers seeking to boost China's export competitiveness.

Suggested Citation

  • Liu, Jiaqi & Qin, Chuan & Chu, Xiaojing, 2025. "Development of corporate artificial intelligence and the quality of export products," Finance Research Letters, Elsevier, vol. 78(C).
    • Handle: RePEc:eee:finlet:v:78:y:2025:i:c:s1544612325004805
    DOI: 10.1016/j.frl.2025.107217
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    1. Zhou, Huiyang & Wang, Ruzhou & Zhang, Xiyu & Chang, Minyen, 2024. "The impact of digital technology adoption on corporate supply chain concentration: Evidence from patent analysis," Finance Research Letters, Elsevier, vol. 64(C).
    2. Daron Acemoglu & Tarek A. Hassan & Ahmed Tahoun, 2018. "The Power of the Street: Evidence from Egypt’s Arab Spring," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 1-42.
    3. Xiaohui Xu & Chenchen Tian, 2025. "Does artificial intelligence improve the quality of export products? Evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 32(1), pages 9-13, January.
    4. Zhang, Hongsheng & Liu, Qingqing & Wei, Yueling, 2023. "Digital product imports and export product quality: Firm-level evidence from China," China Economic Review, Elsevier, vol. 79(C).
    5. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    6. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    7. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    8. Richard Baldwin & James Harrigan, 2011. "Zeros, Quality, and Space: Trade Theory and Trade Evidence," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 60-88, May.
    9. Matthieu Crozet & Keith Head & Thierry Mayer, 2012. "Quality Sorting and Trade: Firm-level Evidence for French Wine," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 609-644.
    10. Amit K. Khandelwal & Peter K. Schott & Shang-Jin Wei, 2013. "Trade Liberalization and Embedded Institutional Reform: Evidence from Chinese Exporters," American Economic Review, American Economic Association, vol. 103(6), pages 2169-2195, October.
    11. Yumei Lin & Shanlang Lin & Xiaowan Wang & Jian Wu, 2021. "Does institutional quality matter for export product quality? Evidence from China," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(7), pages 1077-1100, October.
    12. repec:hal:pseose:hal-00610947 is not listed on IDEAS
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    1. Zhao, Jingjing & Gao, Yuan & Deng, Yao & Zhao, Huifeng, 2025. "Does agricultural green transformation enhance the quality of export products? A perspective of market-oriented environmental regulation," Finance Research Letters, Elsevier, vol. 85(PE).
    2. Li, Zhe & Yang, Huiyu & Zhang, Tingting, 2025. "Impact of enterprise artificial intelligence development on human capital structure," Finance Research Letters, Elsevier, vol. 82(C).

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