IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v80y2025ics1544612325006658.html

Firm financialization: The role of policy inconsistency

Author

Listed:
  • Yin, Libo
  • Zhang, Jier
  • Li, Ying

Abstract

This study develops a novel Chinese Policy Inconsistency Index (PICI) to examine its impact on firm financialization. Using the Latent Dirichlet Allocation (LDA) model, an advanced natural language processing technique, we measure policy inconsistency by tracking thematic shifts between consecutive months from four authoritative media. Panel regression results show that PICI enhance firm financialization, even after accounting for existing uncertainties. Further analysis reveals two main channels: reduced real investment and increased financial pressure. Finally, this firm financialization is driven by precautionary savings.

Suggested Citation

  • Yin, Libo & Zhang, Jier & Li, Ying, 2025. "Firm financialization: The role of policy inconsistency," Finance Research Letters, Elsevier, vol. 80(C).
  • Handle: RePEc:eee:finlet:v:80:y:2025:i:c:s1544612325006658
    DOI: 10.1016/j.frl.2025.107405
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612325006658
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2025.107405?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. Jin, Man & Zhao, Shunan & Kumbhakar, Subal C., 2019. "Financial constraints and firm productivity: Evidence from Chinese manufacturing," European Journal of Operational Research, Elsevier, vol. 275(3), pages 1139-1156.
    2. Jeff L. McMullin & Bryce Schonberger, 2020. "Entropy-balanced accruals," Review of Accounting Studies, Springer, vol. 25(1), pages 84-119, March.
    3. Tang, Huoqing & Zhang, Chengsi, 2019. "Investment risk, return gap, and financialization of non-listed non-financial firms in China⁎," Pacific-Basin Finance Journal, Elsevier, vol. 58(C).
    4. Alessandri, Piergiorgio & Mumtaz, Haroon, 2019. "Financial regimes and uncertainty shocks," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 31-46.
    5. Nguyen, Nam H. & Phan, Hieu V., 2017. "Policy Uncertainty and Mergers and Acquisitions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(2), pages 613-644, April.
    6. Alam, Ahmed W. & Farjana, Ashupta & Houston, Reza, 2023. "Firm investment steering through state-level policy uncertainty," Finance Research Letters, Elsevier, vol. 58(PC).
    7. Mabel D. Costa & Solomon Opare, 2025. "Impact of Corporate Culture on Environmental Performance," Journal of Business Ethics, Springer, vol. 196(1), pages 61-92, January.
    8. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    9. Israelsen, Ryan D., 2016. "Does Common Analyst Coverage Explain Excess Comovement?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(4), pages 1193-1229, August.
    10. Leng, Tiecheng & Liu, Ying & Xiao, Yi & Hou, Chunxiao, 2023. "Does firm financialization affect optimal real investment decisions? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    11. Michelle Lowry & Roni Michaely & Ekaterina Volkova & Francesca Cornelli, 2020. "Information Revealed through the Regulatory Process: Interactions between the SEC and Companies ahead of Their IPO," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5510-5554.
    12. Kang, Wensheng & Lee, Kiseok & Ratti, Ronald A., 2014. "Economic policy uncertainty and firm-level investment," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 42-53.
    13. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    14. Nagar, Venky & Schoenfeld, Jordan & Wellman, Laura, 2019. "The effect of economic policy uncertainty on investor information asymmetry and management disclosures," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 36-57.
    15. Ran Duchin & Thomas Gilbert & Jarrad Harford & Christopher Hrdlicka, 2017. "Precautionary Savings with Risky Assets: When Cash Is Not Cash," Journal of Finance, American Finance Association, vol. 72(2), pages 793-852, April.
    16. Lu, Yiming & Wang, Yu, 2024. "Firms and banks common ownership, economic policy uncertainty, and firms’ R&D investment: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    17. Hoberg, Gerard & Lewis, Craig, 2017. "Do fraudulent firms produce abnormal disclosure?," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 58-85.
    18. Leland Bybee & Bryan Kelly & Yinan Su & Tarun Ramadorai, 2023. "Narrative Asset Pricing: Interpretable Systematic Risk Factors from News Text," The Review of Financial Studies, Society for Financial Studies, vol. 36(12), pages 4759-4787.
    19. Gustaf Bellstam & Sanjai Bhagat & J. Anthony Cookson, 2021. "A Text-Based Analysis of Corporate Innovation," Management Science, INFORMS, vol. 67(7), pages 4004-4031, July.
    20. Leila E. Davis, 2018. "Financialization and the non†financial corporation: An investigation of firm†level investment behavior in the United States," Metroeconomica, Wiley Blackwell, vol. 69(1), pages 270-307, February.
    21. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    22. Vo, Hong & Nguyen, Tien & Truong, Hang, 2023. "Economic policy uncertainty and corporate investment: An empirical comparison of Korean chaebol and non-chaebol firms," Finance Research Letters, Elsevier, vol. 54(C).
    23. Scott Richardson, 2006. "Over-investment of free cash flow," Review of Accounting Studies, Springer, vol. 11(2), pages 159-189, September.
    24. Hyunseob Kim & Howard Kung, 2017. "The Asset Redeployability Channel: How Uncertainty Affects Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 245-280.
    25. Tu, Yongqian & Zhang, Aihua & He, Limiao & Qi, Jiangyong, 2024. "Firms' uncertainty perceptions and financial misallocation: Evidence from China," Finance Research Letters, Elsevier, vol. 59(C).
    26. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    27. Maria Boutchkova & Hitesh Doshi & Art Durnev & Alexander Molchanov, 2012. "Precarious Politics and Return Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 1111-1154.
    28. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
    29. Huang, Bingbing & Cui, Yuying & Chan, Kam C., 2022. "Firm-level financialization: Contributing factors, sources, and economic consequences," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 1153-1162.
    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. Zhao, Yan & Su, Kun, 2022. "Economic policy uncertainty and corporate financialization: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 82(C).
    2. repec:hal:journl:hal-04699553 is not listed on IDEAS
    3. Ma, Huanyu & Hao, Dapeng, 2022. "Economic policy uncertainty, financial development, and financial constraints: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 368-386.
    4. 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.
    5. Xingnan Xue & Liwen Wang & Nan Hu, 2024. "Economic policy uncertainty and corporate social responsibility disclosure similarity: Evidence from China," Post-Print hal-04699217, HAL.
    6. Hu, Lifang, 2025. "Maturity mismatch and disinvestment as transmission mechanisms: Linking economic policy uncertainty to firm performance," China Economic Review, Elsevier, vol. 94(PB).
    7. Xue, Xingnan & Wang, Liwen & Hu, Nan, 2024. "Economic policy uncertainty and corporate social responsibility disclosure similarity: Evidence from China," The British Accounting Review, Elsevier, vol. 56(5).
    8. Ke Guo & Xuemeng Guo & Jun Zhang, 2023. "Financial asset allocation duality and enterprise upgrading: empirical evidence from the Chinese A-share market," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
    9. Zhang, Weike & Zhang, Xueyuan & Tian, Xiaoli & Sun, Fengwei, 2021. "Economic policy uncertainty nexus with corporate risk-taking: The role of state ownership and corruption expenditure," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    10. Chen, Yanyan, 2022. "Does political turnover affect corporate investment? Evidence from China," Emerging Markets Review, Elsevier, vol. 51(PA).
    11. Boulton, Thomas J., 2022. "Economic policy uncertainty and international IPO underpricing," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
    12. Liu, Guanchun & Zhang, Chengsi, 2020. "Economic policy uncertainty and firms' investment and financing decisions in China," China Economic Review, Elsevier, vol. 63(C).
    13. Pan, Ailing & Zhang, Qihao & Tang, Zheng & Qiu, Jinlong, 2025. "Judicial independence and corporate financialization: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
    14. Al-Thaqeb, Saud Asaad & Algharabali, Barrak Ghanim, 2019. "Economic policy uncertainty: A literature review," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    15. Afzali, Mansoor & Ҫolak, Gönül & Fu, Mengchuan, 2021. "Economic uncertainty and corruption: Evidence from public and private firms," Journal of Financial Stability, Elsevier, vol. 57(C).
    16. Dang, Tung Lam & Luong, Hoang & Nguyen, Lily & Nguyen, My, 2024. "Political uncertainty and commonality in liquidity," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
    17. Shehub Bin Hasan & Md Samsul Alam & Sudharshan Reddy Paramati & Md Shahidul Islam, 2022. "Does firm-level political risk affect cash holdings?," Review of Quantitative Finance and Accounting, Springer, vol. 59(1), pages 311-337, July.
    18. Theodora Bermpei & Antonios Nikolaos Kalyvas & Lorenzo Neri & Antonella Russo, 2022. "Does economic policy uncertainty matter for financial reporting quality? Evidence from the United States," Review of Quantitative Finance and Accounting, Springer, vol. 58(2), pages 795-845, February.
    19. Dung T. T. Tran & Hieu V. Phan, 2022. "Government economic policy uncertainty and corporate debt contracting," International Review of Finance, International Review of Finance Ltd., vol. 22(1), pages 169-199, March.
    20. Haijie Huang & Edward Lee & Changjiang Lyu & Zhenmei (Judy) Zhu, 2024. "Does Firm‐level Political Uncertainty Affect the Mispricing of Earnings? A Natural Experiment through Government‐to‐business Revolving Door," Abacus, Accounting Foundation, University of Sydney, vol. 60(3), pages 446-491, September.
    21. Deng, Wei & Gao, Lei & Xing, Fei & Yang, Ming, 2023. "Economic policy uncertainty, bank deposits, and liability structure," Emerging Markets Review, Elsevier, vol. 55(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:80:y:2025:i:c:s1544612325006658. 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.