IDEAS home Printed from https://ideas.repec.org/a/eee/ecofin/v68y2023ics1062940823001079.html
   My bibliography  Save this article

The research on non-linear relationship between enterprise digital transformation and stock price crash risk

Author

Listed:
  • Ai, Yongfang
  • Chi, Zheng
  • Sun, Guanglin
  • Zhou, Han
  • Kong, Tao

Abstract

This paper uses data from Chinese A-share listed enterprises to examine digital transformation’s impact and intrinsic mechanisms on the risk of stock price collapse. This paper finds that the impact of digital transformation on the risk of stock price collapse follows an inverted U-shaped trend characterized by initial exacerbation followed by subsequent suppression. Furthermore, we find that as most Chinese enterprises are still positioned at the left end of the inverted U-shaped curve in terms of their level of digital transformation, the impact of digital transformation on the risk of the stock price collapse is mainly characterized by exacerbation. Moreover, we discover that digital transformation influences the risk of stock price collapse by increasing agency costs and fostering managerial overconfidence. Lastly, the heterogeneity analysis results indicate that digital transformation’s impact on the risk of stock price collapse varies among different types of enterprises. The exacerbation effect of the former on the latter is primarily observed in small-sized and non-high-tech enterprises. Additionally, as the digital transformation progresses, large-sized enterprises and high-tech enterprises can benefit more rapidly from its positive empowering effects.

Suggested Citation

  • Ai, Yongfang & Chi, Zheng & Sun, Guanglin & Zhou, Han & Kong, Tao, 2023. "The research on non-linear relationship between enterprise digital transformation and stock price crash risk," The North American Journal of Economics and Finance, Elsevier, vol. 68(C).
    • Handle: RePEc:eee:ecofin:v:68:y:2023:i:c:s1062940823001079
    DOI: 10.1016/j.najef.2023.101984
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1062940823001079
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.najef.2023.101984?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Harrison Hong & Jeremy C. Stein, 2003. "Differences of Opinion, Short-Sales Constraints, and Market Crashes," The Review of Financial Studies, Society for Financial Studies, vol. 16(2), pages 487-525.
    2. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    3. Kim, Yongtae & Li, Haidan & Li, Siqi, 2014. "Corporate social responsibility and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 1-13.
    4. Wu, Keping & Fu, Yumei & Kong, Dongmin, 2022. "Does the digital transformation of enterprises affect stock price crash risk?," Finance Research Letters, Elsevier, vol. 48(C).
    5. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    6. Tao Kong & RenJi Sun & Guanglin Sun & Youtao Song, 2022. "Effects of Digital Finance on Green Innovation considering Information Asymmetry: An Empirical Study Based on Chinese Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4399-4411, December.
    7. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    8. Jeong†Bon Kim & Zheng Wang & Liandong Zhang, 2016. "CEO Overconfidence and Stock Price Crash Risk," Contemporary Accounting Research, John Wiley & Sons, vol. 33(4), pages 1720-1749, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nie, Jun & Jian, Xin & Xu, Juanjuan & Xu, Nuo & Jiang, Tangyang & Yu, Yang, 2024. "The effect of corporate social responsibility practices on digital transformation in China: A resource-based view," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1-15.
    2. Lv, Jiamin & Li, Shi & Zhu, Mengying & Huang, Wenli, 2024. "Can the digital economy development limit the size of the informal economy? A nonlinear analysis based on China's provincial panel data," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 896-921.
    3. Peng, Huan & Bumailikaimu, Sulidan & Feng, Ting, 2024. "The power of market: Venture capital and enterprise digital transformation," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    4. Bai, Zonghang & Ban, Yuanhao & Hu, Haifeng, 2024. "Banking competition and digital transformation," Finance Research Letters, Elsevier, vol. 61(C).
    5. Gao, Wang & Zhang, Hongwei, 2024. "The role of education attention on high-tech markets in an emerging economy: Evidence from QQR and NCQ techniques," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    6. Zhao, Zeru, 2024. "Digital Transformation and Enterprise Risk-Taking," Finance Research Letters, Elsevier, vol. 62(PA).

    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. Jiang, Kangqi & Du, Xinyi & Chen, Zhongfei, 2022. "Firms' digitalization and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 82(C).
    2. Wei, Lang & Zhang, Yiling, 2023. "Nonfinancial indicators in identifying stock price crash risk," Finance Research Letters, Elsevier, vol. 52(C).
    3. Harper, Joel & Johnson, Grace & Sun, Li, 2020. "Stock price crash risk and CEO power: Firm-level analysis," Research in International Business and Finance, Elsevier, vol. 51(C).
    4. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    5. Kim, Jeong-Bon & Liao, Shushu & Liu, Yangke, 2021. "Married CEOs and Stock Price Crash Risk," QBS Working Paper Series 2021/09, Queen's University Belfast, Queen's Business School.
    6. Meng, Yongqiang & Shen, Dehua & Xiong, Xiong, 2023. "When stock price crash risk meets fundamentals," Research in International Business and Finance, Elsevier, vol. 65(C).
    7. Liukai Wang & Caiting Wang & Larisa Yarovaya & Heshu Huang, 2024. "Trade credit and corporate digital transformation: The role of managerial ability," The Financial Review, Eastern Finance Association, vol. 59(3), pages 779-806, August.
    8. Wen, Fenghua & Xu, Longhao & Ouyang, Guangda & Kou, Gang, 2019. "Retail investor attention and stock price crash risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 65(C).
    9. Zuo, Jingjing & Qiu, Baoyin & Zhu, Guoyiming & Lei, Guangyong, 2023. "Local speculative culture and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 64(C).
    10. Yuan, Li & Tao, Jing & Li, Haitong & Dai, Pengyi, 2024. "Narrative innovation disclosure and stock price crash risk: Evidence from Chinese listed firms," Research in International Business and Finance, Elsevier, vol. 71(C).
    11. Kangqi Jiang & Xiaofeng Chen & Jiayun Li & Mengling Zhou, 2025. "Technology adoption and extreme stock risk: Evidence from digital tax reform in China," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-20, December.
    12. Hung, Shengmin & Qiao, Zheng, 2017. "Shadows in the Sun: Crash risk behind Earnings Transparency," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 1-18.
    13. Wang, Sai & Wen, Wen & Niu, Yuhao & Li, Xin, 2024. "Digital transformation and corporate labor investment efficiency," Emerging Markets Review, Elsevier, vol. 59(C).
    14. Kun Liu & Xuemin Liu & Zihao Wu, 2024. "Nexus between Corporate Digital Transformation and Green Technological Innovation Performance: The Mediating Role of Optimizing Resource Allocation," Sustainability, MDPI, vol. 16(3), pages 1-21, February.
    15. Xu, Chao & Sun, Guanglin & Kong, Tao, 2024. "The impact of digital transformation on enterprise green innovation," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 1-12.
    16. Geng, Yong & Xiang, Xiaojian & Zhang, Guosheng & Li, Xue, 2024. "Digital transformation along the supply chain: Spillover effects from vertical partnerships," Journal of Business Research, Elsevier, vol. 183(C).
    17. Xiangyu Chen & Peng Wan & Zhefeng Ma & Yu Yang, 2024. "Does corporate digital transformation restrain ESG decoupling? Evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    18. Choi, Young Mok & Park, Kunsu, 2022. "Zero-leverage policy and stock price crash risk: Evidence from Korea," International Review of Financial Analysis, Elsevier, vol. 81(C).
    19. Li, Jie & Zhou, Zhong-Qiang & Zhang, Yongjie & Xiong, Xiong, 2023. "Information interaction among institutional investors and stock price crash risk based on multiplex networks," International Review of Financial Analysis, Elsevier, vol. 89(C).
    20. Qiao, Lu & Adegbite, Emmanuel & Nguyen, Tam Huy, 2022. "Chief financial officer overconfidence and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 84(C).

    More about this item

    Keywords

    Digital transformation; Stock price crash; Inverse U-shape; Agency cost; Overconfidence;
    All these keywords.

    JEL classification:

    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure

    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:ecofin:v:68:y:2023:i:c:s1062940823001079. 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/inca/620163 .

    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.