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Revolutionizing Chinese Manufacturing: Uncovering the Nexus of Intelligent Transformation and Capital Market Information Efficiency

Author

Listed:
  • Qiuyue Zhang

    (School of Economics and Management, Beijing University of Technology, Beijing 100124, China)

  • Yu Cao

    (School of Public Policy and Management, Tsinghua University, Beijing 100084, China)

Abstract

Intelligent transformation plays a crucial role in advancing sustainable development in manufacturing while also enhancing the information environment. This study examines the role of intelligent transformation in China’s manufacturing sector, spanning theoretical and empirical dimensions and being anchored in the context of capital market information efficiency. The theoretical framework highlights how intelligent transformation mitigates information asymmetry, aligning a firm’s valuation with its intrinsic value, thereby elevating the information efficiency of capital markets. Leveraging annual reports from China’s A-share manufacturing firms, this study employs textual analysis to construct indicators assessing the extent of intelligent transformation across these entities. The empirical findings of this study harmonize with the theoretical constructs. Notably, intelligent transformation emerges as a pivotal driver in enhancing information efficiency in capital markets, substantiated by a negative correlation between intelligent transformation and stock price synchronicity within the manufacturing domain. This correlation withstands a battery of robustness tests and endogeneity treatment. The mechanism driving this transformative impact lies in intelligent transformation’s ability to enhance productivity and magnify market attention, thereby positively influencing capital market information efficiency. The insights not only provide empirical support but also offer practical guidance for improving real-world company operations and developing high-quality capital markets.

Suggested Citation

  • Qiuyue Zhang & Yu Cao, 2023. "Revolutionizing Chinese Manufacturing: Uncovering the Nexus of Intelligent Transformation and Capital Market Information Efficiency," Sustainability, MDPI, vol. 15(19), pages 1-19, October.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:19:p:14429-:d:1252530
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    References listed on IDEAS

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    1. Harrison Hong & Jeremy C. Stein, 2007. "Disagreement and the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 109-128, Spring.
    2. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    3. Fiona Sussan & Zoltan J. Acs, 2017. "The digital entrepreneurial ecosystem," Small Business Economics, Springer, vol. 49(1), pages 55-73, June.
    4. Gao, Bin & Zhang, Jinlong & Xie, Jun & Zhang, Wenjie, 2023. "The impact of carbon risk on the pricing efficiency of the capital market: Evidence from a natural experiment in china," Finance Research Letters, Elsevier, vol. 57(C).
    5. Yang, Siying & Wang, Wenzhi & Ding, Tao, 2023. "Intelligent transformation and sustainable innovation capability: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    6. Culot, Giovanna & Nassimbeni, Guido & Orzes, Guido & Sartor, Marco, 2020. "Behind the definition of Industry 4.0: Analysis and open questions," International Journal of Production Economics, Elsevier, vol. 226(C).
    7. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    8. David Rezza Baqaee & Emmanuel Farhi, 2019. "The Macroeconomic Impact of Microeconomic Shocks: Beyond Hulten's Theorem," Econometrica, Econometric Society, vol. 87(4), pages 1155-1203, July.
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    Cited by:

    1. Xianyao Jiang & Yi Xie & Chongning Na & Wenyang Yu & Yu Meng, 2024. "Algorithm for Point Cloud Dust Filtering of LiDAR for Autonomous Vehicles in Mining Area," Sustainability, MDPI, vol. 16(7), pages 1-16, March.
    2. Guo, Jinwen & Duan, Jiangjiao, 2024. "The impact of MD&A digital transformation information disclosure on stock price synchronicity in China," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    3. Li, Xinqian & An, Duo, 2025. "Can capital market supervision enhance corporate business credit?," International Review of Financial Analysis, Elsevier, vol. 107(C).

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