IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v77y2025ics1544612325003708.html

Intelligent manufacturing level and corporate investment efficiency

Author

Listed:
  • Liu, Ying
  • Zheng, Lei

Abstract

This study delves into the impact of intelligent manufacturing (IM) capabilities on corporate investment efficiency using data from China's A-share listed companies from 2012 to 2022. Findings reveal that enhancements in IM capabilities significantly improve corporate investment efficiency; operational performance plays a positive moderating role in increasing investment efficiency through IM; operating costs exert a negative moderating influence; and the promotional effect of IM capabilities on investment efficiency is more pronounced in private enterprises.

Suggested Citation

  • Liu, Ying & Zheng, Lei, 2025. "Intelligent manufacturing level and corporate investment efficiency," Finance Research Letters, Elsevier, vol. 77(C).
    • Handle: RePEc:eee:finlet:v:77:y:2025:i:c:s1544612325003708
    DOI: 10.1016/j.frl.2025.107107
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612325003708
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.frl.2025.107107?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Wang, Maochuan & Yan, Youliang, 2023. "The dark side of investor interactive platforms: Evidence from corporate investment efficiency," Finance Research Letters, Elsevier, vol. 57(C).
    2. Phan, Dinh Hoang Bach & Tran, Vuong Thao & Ming, Tee Chwee & Le, Anh, 2022. "Carbon risk and corporate investment: A cross-country evidence," Finance Research Letters, Elsevier, vol. 46(PB).
    3. Ji (George) Wu & Jian Zhang & Yiwen Wu & Dongmin Kong, 2020. "When to go abroad: economic policy uncertainty and Chinese firms’ overseas investment," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1435-1470, June.
    4. Naeem, Kashif & Li, Matthew C., 2019. "Corporate investment efficiency: The role of financial development in firms with financing constraints and agency issues in OECD non-financial firms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 53-68.
    5. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
    6. Lin, Yu-En & Li, Yi-Wen & Cheng, Teng Yuan & Lam, Keith, 2021. "Corporate social responsibility and investment efficiency: Does business strategy matter?," International Review of Financial Analysis, Elsevier, vol. 73(C).
    7. Lin, Ying & Yan, Xiaohan & Yang, Xiuyun, 2023. "Digital finance and enterprise investment efficiency in China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    8. Liu, Haiyue & Jiang, Jie & Xue, Rui & Meng, Xiaofan & Hu, Shiyang, 2022. "Corporate environmental governance scheme and investment efficiency over the course of COVID-19," Finance Research Letters, Elsevier, vol. 47(PB).
    9. Jin, Minghui & Chen, Yang, 2024. "Has green innovation been improved by intelligent manufacturing?—Evidence from listed Chinese manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    10. Zhao, Lei & Li, Na & Wu, Yanjun, 2023. "Institutional investors' site visits, information asymmetry, and investment efficiency," International Review of Financial Analysis, Elsevier, vol. 88(C).
    11. Song, Jiayi, 2024. "Corporate ESG performance and human capital investment efficiency," Finance Research Letters, Elsevier, vol. 62(PB).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wu, Jiaying & Yang, Yu, 2025. "Intellectual property protection and corporate investment efficiency: An analysis of the moderating effect based on financial technology transfer," Finance Research Letters, Elsevier, vol. 84(C).
    2. Wang, Xinyi & Zhu, Ling, 2023. "How does export VAT rebates policy affect corporate investment efficiency? Evidence from corporate tax stickiness," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    3. Li, Ao & Chen, Sicen & Zhang, Qihao & Liu, Chengyi, 2023. "The disappearing of firm investment efficiency: From the perspective of the discrepancy between production and consumption prices," Finance Research Letters, Elsevier, vol. 58(PC).
    4. Qian, Kun & Ren, Jiasong, 2025. "Implementation of the new securities law, agency cost, and corporate investment efficiency," International Review of Economics & Finance, Elsevier, vol. 102(C).
    5. Chowdhury, Md Raihan Uddin & Alam, Md Asif Ul & Devos, Erik & Chy, Md Kamrul Hasan, 2024. "Women in C-suite: Does Top Management Team gender diversity matter? Evidence from firm investment efficiency," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    6. Wu, Shan & Zou, Mengqi & Jin, Tongen, 2025. "Data element marketization and corporate investment efficiency: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    7. Akron, Sagi & Demir, Ender & Díez-Esteban, José María & García-Gómez, Conrado Diego, 2022. "How does uncertainty affect corporate investment inefficiency? Evidence from Europe," Research in International Business and Finance, Elsevier, vol. 62(C).
    8. Lian, Yuanqiang & Weng, Xiaowen, 2024. "ESG performance and investment efficiency," Finance Research Letters, Elsevier, vol. 62(PA).
    9. Zhao, Xing & Wang, Ying & Li, Jieyu & Li, Xiangqian, 2024. "The impact of director network distance on enterprise investment returns," Finance Research Letters, Elsevier, vol. 66(C).
    10. Chen, Kelin & Li, Changlin & Xiang, Yanlin & Jia, Xiaozhuang, 2025. "Drivers of corporate governance: The impact of social trust and investment efficiency," International Review of Financial Analysis, Elsevier, vol. 108(PA).
    11. Wu, Jiayi & Lai, Aolin & Li, Zhenran & Wang, Qunwei, 2024. "Investment efficiency of renewable energy enterprises when exposed to air pollution: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    12. Wang, Maochuan & Yan, Youliang, 2023. "Employee treatment and corporate investment efficiency: Evidence from China," Economic Modelling, Elsevier, vol. 128(C).
    13. Song, Yunling & Wu, Hao & Ma, Yan, 2023. "Does ESG performance affect audit pricing? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    14. Wang, Jianghang & Zhu, Shan, 2025. "Impact of economic policy uncertainty on corporate investment efficiency: Moderating roles of financing constraints and financialisation," International Review of Economics & Finance, Elsevier, vol. 98(C).
    15. Zhao, Lingxiao & Liu, Xiao & Tang, Yunpeng & Zhang, Wenjing, 2024. "Functional subsidies, selective subsidies and corporate investment efficiency: Evidence from China," Emerging Markets Review, Elsevier, vol. 61(C).
    16. Jia Liao & Yun Zhan & Yu Yuan, 2024. "Institutional investors’ site visits and investment-cash flow sensitivity: Mitigating financing constraints or inhibiting agent conflicts?," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-22, March.
    17. Tang, Yiding & Qiao, Xingzhi & Chen, He, 2024. "ESG performance and investment expansion: Evidence from Chinese listed firms," Finance Research Letters, Elsevier, vol. 69(PA).
    18. Hua Liu & Juncheng Wang & Mengna Liu, 2024. "Can digital finance curb corporate ESG decoupling? Evidence from Shanghai and Shenzhen A-shares listed companies," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    19. Mengqin Zhang & Yi He & Surui Zhang & Xiang Zhang & Stavros Sindakis & Saloome Showkat, 2024. "RETRACTED ARTICLE: Stock Liquidity and Investment Efficiency: Evidence from the New Regulation of Insider Selling in China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 8563-8587, June.
    20. Ben-Nasr, Hamdi & Basha, Shabeen Afsar & Shams, Syed, 2025. "The influence of carbon risk on debt structure," International Review of Financial Analysis, Elsevier, vol. 107(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finlet:v:77:y:2025:i:c:s1544612325003708. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.