IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v79y2025ics0275531925003204.html

Enhanced judicial independence and bond credit spreads: Evidence from the establishment of circuit courts

Author

Listed:
  • Lv, Dayong
  • Ye, Qi
  • Jiang, Yan
  • Wei, Xiaokun

Abstract

Using a large sample of bonds issued by Chinese listed firms from 2010 to 2021, we explore the relationship between judicial independence as improved by Circuit Courts (CCs) and bond credit spreads (BCS). We find that bond issuers covered by CCs experience a decrease in BCS compared to those uncovered. This result remains unchanged under various checks, including a propensity score matching method, entropy balance method, difference-in-differences framework, alternative sample, and other robust tests. In addition, this favorable effect of improved judicial independence is greater for issuers with greater default risks or liquidity risks, consistent with the “perceived lower recovery risk story” and “perceived lower liquidity risk story.” Finally, this effect is stronger for bond issuers operating in regions with poor legal environments, higher levels of local protectionism, or stronger government interventions. Our paper stresses the important role of the judiciary in decreasing debt financing costs.

Suggested Citation

  • Lv, Dayong & Ye, Qi & Jiang, Yan & Wei, Xiaokun, 2025. "Enhanced judicial independence and bond credit spreads: Evidence from the establishment of circuit courts," Research in International Business and Finance, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:riibaf:v:79:y:2025:i:c:s0275531925003204
    DOI: 10.1016/j.ribaf.2025.103064
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531925003204
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ribaf.2025.103064?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. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    2. Liu, Haibo & Tang, Qihe, 2025. "Modeling and pricing credit risk with a focus on recovery risk," Journal of Banking & Finance, Elsevier, vol. 170(C).
    3. Zhao, Da & Yu, Ao & Guo, Jingyuan, 2022. "Judicial institutions, local protection and market segmentation: Evidence from the establishment of interprovincial circuit tribunals in China," China Economic Review, Elsevier, vol. 75(C).
    4. Zheng, Panpan & Li, Zhen & Zhuang, Ziyin & Lin, Boyuan, 2024. "Judicial independence and growth investors' decisions," Finance Research Letters, Elsevier, vol. 62(PB).
    5. Mariani, Massimo & D’Ercole, Francesco & Frascati, Domenico & Fraccalvieri, Giuseppe, 2025. "Sustainability-linked bonds, corporate commitment and the cost of debt," Research in International Business and Finance, Elsevier, vol. 74(C).
    6. Michael Bradley & Dong Chen, 2015. "Does Board Independence Reduce the Cost of Debt?," Financial Management, Financial Management Association International, vol. 44(1), pages 15-47, March.
    7. Gao, Huasheng & Li, Kai & Ma, Yujing, 2021. "Stakeholder Orientation and the Cost of Debt: Evidence from State-Level Adoption of Constituency Statutes," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(6), pages 1908-1944, September.
    8. F. Andrew Hanssen, 2004. "Is There a Politically Optimal Level of Judicial Independence?," American Economic Review, American Economic Association, vol. 94(3), pages 712-729, June.
    9. Weston, James & Yimfor, Emmanuel, 2023. "Bank loans and bond prices," Journal of Corporate Finance, Elsevier, vol. 80(C).
    10. Hui Chen & Rui Cui & Zhiguo He & Konstantin Milbradt, 2018. "Quantifying Liquidity and Default Risks of Corporate Bonds over the Business Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 852-897.
    11. Elina Pradkhan, 2016. "Impact of Domestic Investor Protection on Foreign Investment Decisions: Evidence from Bond Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 21(4), pages 417-446, October.
    12. Ruan, Qingsong & Lv, Dayong & Wei, Xiaokun, 2024. "High-speed rail and local government financing cost: Evidence from China," Economic Modelling, Elsevier, vol. 131(C).
    13. Shao, Yingying & Hernández, Rodrigo & Liu, Pu, 2015. "Government intervention and corporate policies: Evidence from China," Journal of Business Research, Elsevier, vol. 68(6), pages 1205-1215.
    14. Yang, Laifeng & Wang, Qing Sophie & Lai, Shaojie, 2023. "Fair and square: The impact of judicial independence on entrepreneurship," Finance Research Letters, Elsevier, vol. 55(PB).
    15. Zhang, Cong & Mehmood, Rashid & Palma, Alessia & Wang, Zhen, 2024. "The impact of culture and religion on financing decisions: Moderating role of CSR," Research in International Business and Finance, Elsevier, vol. 70(PB).
    16. Ratha, Dilip & De, Supriyo & Kurlat, Sergio, 2018. "Does governing law affect bond spreads?," Emerging Markets Review, Elsevier, vol. 36(C), pages 60-78.
    17. Dick-Nielsen, Jens & Feldhütter, Peter & Lando, David, 2012. "Corporate bond liquidity before and after the onset of the subprime crisis," Journal of Financial Economics, Elsevier, vol. 103(3), pages 471-492.
    18. Friewald, Nils & Jankowitsch, Rainer & Subrahmanyam, Marti G., 2012. "Illiquidity or credit deterioration: A study of liquidity in the US corporate bond market during financial crises," Journal of Financial Economics, Elsevier, vol. 105(1), pages 18-36.
    19. Wang, Xiaodong & Han, Liang & Huang, Xing, 2020. "Bank competition, concentration and EU SME cost of debt," International Review of Financial Analysis, Elsevier, vol. 71(C).
    20. Wang, Kai & Ding, Ning & Wang, Chenbo, 2025. "Supply chain finance and outward foreign direct investment," Research in International Business and Finance, Elsevier, vol. 73(PA).
    21. Zhiguo He & Wei Wei, 2023. "China's Financial System and Economy: A Review," Annual Review of Economics, Annual Reviews, vol. 15(1), pages 451-483, September.
    22. Sattar A. Mansi & William F. Maxwell & John K. Wald, 2009. "Creditor Protection Laws and the Cost of Debt," Journal of Law and Economics, University of Chicago Press, vol. 52(4), pages 701-717, November.
    23. Liu, Funing & Zhang, Xiaolin, 2025. "Multi-media textual information, COVID-19 sentiment and bond spread," Research in International Business and Finance, Elsevier, vol. 74(C).
    24. Gan, Tian & Jiang, Yan & Wu, Xi & Zhang, Mingxin, 2023. "Oil price uncertainty and the cost of debt: Evidence from the Chinese bond market," Journal of Asian Economics, Elsevier, vol. 87(C).
    25. Wang, Qing Sophie & Chen, Lihan & Lai, Shaojie & Anderson, Hamish D., 2024. "Judicial reform and corporate cash holdings: Evidence from the establishment of circuit courts in China," Journal of Behavioral and Experimental Finance, Elsevier, vol. 43(C).
    26. Meng, Yijun & Yin, Chao, 2019. "Trust and the cost of debt financing," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 59(C), pages 58-73.
    27. Yung, Kenneth & Nafar, Nadia A., 2014. "Creditor rights and corporate cash holdings: International evidence," International Review of Economics & Finance, Elsevier, vol. 33(C), pages 111-127.
    28. Kee‐Hong Bae & Vidhan K. Goyal, 2009. "Creditor Rights, Enforcement, and Bank Loans," Journal of Finance, American Finance Association, vol. 64(2), pages 823-860, April.
    29. Ge, Yao & Liu, Yangshu & Qiao, Zheng & Shen, Zhe, 2020. "State ownership and the cost of debt: Evidence from corporate bond issuances in China," Research in International Business and Finance, Elsevier, vol. 52(C).
    30. Cao, Shijiao & Wang, Jianqiong & Zhou, Jianan, 2022. "Pricing like things alike: The role of financial statement comparability in bond pricing," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 428-447.
    31. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    32. Ferri, Fabrizio & Li, Nan, 2020. "Does Option-Based Compensation Affect Payout Policy? Evidence from FAS 123R," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(1), pages 291-329, February.
    33. Rainer Haselmann & Katharina Pistor & Vikrant Vig, 2010. "How Law Affects Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 549-580, February.
    34. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    35. Qiu, Jiaping & Yu, Fan, 2009. "The market for corporate control and the cost of debt," Journal of Financial Economics, Elsevier, vol. 93(3), pages 505-524, September.
    36. Wei, Xiaokun & Jiang, Yan & Gan, Tian & Zou, Honghui, 2025. "One click into capital: The impact of digital government on venture capital," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
    37. Doron Kliger & Oded Sarig, 2000. "The Information Value of Bond Ratings," Journal of Finance, American Finance Association, vol. 55(6), pages 2879-2902, December.
    38. Bai, Chong-En & Du, Yingjuan & Tao, Zhigang & Tong, Sarah Y., 2004. "Local protectionism and regional specialization: evidence from China's industries," Journal of International Economics, Elsevier, vol. 63(2), pages 397-417, July.
    39. Xianhang Qian, 2019. "Judicial Independence and Cash Flow: Evidence from a Natural Experiment in China," International Review of Finance, International Review of Finance Ltd., vol. 19(4), pages 863-875, December.
    40. Yuqiang Cao & Zhe Zhang & Ke Peng & Lihua Liu & Meiting Lu, 2023. "The Establishment of Circuit Courts and Corporate Fraud," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(8), pages 2600-2616, June.
    41. Lai, Shaojie & Yang, Laifeng & Wang, Qing & Anderson, Hamish D., 2023. "Judicial independence and corporate innovation: Evidence from the establishment of circuit courts," Journal of Corporate Finance, Elsevier, vol. 80(C).
    42. Zhang, Chunqiang & Gao, Lu & Gao, Xi & Chan, Kam C., 2022. "Do underwriters with foreign shareholders help protect bond investors? Evidence from bond covenants in China," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
    43. Bessembinder, Hendrik & Jacobsen, Stacey & Maxwell, William & Venkataraman, Kumar, 2022. "Overallocation and secondary market outcomes in corporate bond offerings," Journal of Financial Economics, Elsevier, vol. 146(2), pages 444-474.
    44. Gao, Haoyu & Wang, Junbo & Wang, Yanchu & Wu, Chunchi & Dong, Xi, 2020. "Media Coverage and the Cost of Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 429-471, March.
    45. Helwege, Jean & Huang, Jing-Zhi & Wang, Yuan, 2014. "Liquidity effects in corporate bond spreads," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 105-116.
    46. Liu, Yurou, 2023. "Judicial independence and crash risk: Evidence from a natural experiment in China," Journal of Corporate Finance, Elsevier, vol. 83(C).
    47. Acharya, Viral V. & Amihud, Yakov & Bharath, Sreedhar T., 2013. "Liquidity risk of corporate bond returns: conditional approach," Journal of Financial Economics, Elsevier, vol. 110(2), pages 358-386.
    48. Müller, Karsten, 2022. "Busy bankruptcy courts and the cost of credit," Journal of Financial Economics, Elsevier, vol. 143(2), pages 824-845.
    49. Mohammad R & Filip Zikes, 2023. "When Do Low-Frequency Measures Really Measure Effective Spreads? Evidence from Equity and Foreign Exchange Markets," The Review of Financial Studies, Society for Financial Studies, vol. 36(10), pages 4190-4232.
    50. Long Chen & David A. Lesmond & Jason Wei, 2007. "Corporate Yield Spreads and Bond Liquidity," Journal of Finance, American Finance Association, vol. 62(1), pages 119-149, February.
    51. Bai, Min & Shen, Luxi & Li, Yue & Yu, Chia-Feng (Jeffrey), 2024. "Does legal justice promote stakeholder justice? Evidence from a judicial reform in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
    52. Wei, Xiaokun & Ruan, Qingsong & Lv, Dayong & Wu, Youyi, 2022. "Transportation infrastructure and bond issuance credit spread: Evidence from the Chinese high-speed rail construction," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 30-47.
    53. Bradley, Michael & Chen, Dong, 2011. "Corporate governance and the cost of debt: Evidence from director limited liability and indemnification provisions," Journal of Corporate Finance, Elsevier, vol. 17(1), pages 83-107, February.
    54. Chu, Yongqiang, 2017. "Shareholder litigation, shareholder–creditor conflict, and the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 318-332.
    55. Wang, Qian & Wong, T.J. & Xia, Lijun, 2008. "State ownership, the institutional environment, and auditor choice: Evidence from China," Journal of Accounting and Economics, Elsevier, vol. 46(1), pages 112-134, September.
    56. Yaxuan Qi & Lukas Roth & John Wald, 2017. "Creditor protection laws, debt financing, and corporate investment over the business cycle," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 48(4), pages 477-497, May.
    57. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    58. Colleen Honigsberg & Sharon Katz & Gil Sadka, 2014. "State Contract Law and Debt Contracts," Journal of Law and Economics, University of Chicago Press, vol. 57(4), pages 1031-1061.
    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. Zhiwu Chen & Yan Chen & Yan Han & Meiting Lu & Yaowen Shan, 2026. "Justice’s financial footprint: Judicial independence and the cost of debt," Australian Journal of Management, Australian School of Business, vol. 51(1), pages 174-210, February.
    2. Goldstein, Michael A. & Namin, Elmira Shekari, 2023. "Corporate bond liquidity and yield spreads: A review," Research in International Business and Finance, Elsevier, vol. 65(C).
    3. Wang, Qing Sophie & Chen, Lihan & Lai, Shaojie & Anderson, Hamish D., 2024. "Judicial reform and corporate cash holdings: Evidence from the establishment of circuit courts in China," Journal of Behavioral and Experimental Finance, Elsevier, vol. 43(C).
    4. Dong, Nanyan & Zhang, Jiang & Xu, Xiangbing & Ou, Peiyu, 2026. "Judicial Independence and corporate labor investment: Evidence from China," Emerging Markets Review, Elsevier, vol. 70(C).
    5. Tu, Hao & Yang, Shenggang & Dong, Minyi & Dai, Pengyi, 2025. "Judicial Independence and Corporate Total Factor Productivity: Evidence from provincial court centralization," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1946-1961.
    6. Song Han & Hao Zhou, 2016. "Effects of Liquidity on the Non-Default Component of Corporate Yield Spreads: Evidence from Intraday Transactions Data," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 6(03), pages 1-49, September.
    7. Hami Amiraslani & Karl V. Lins & Henri Servaes & Ane Tamayo, 2023. "Trust, social capital, and the bond market benefits of ESG performance," Review of Accounting Studies, Springer, vol. 28(2), pages 421-462, June.
    8. Kavussanos, Manolis G. & Tsouknidis, Dimitris A., 2014. "The determinants of credit spreads changes in global shipping bonds," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 70(C), pages 55-75.
    9. Ruan, Qingsong & Li, Chengyu & Lv, Dayong & Wei, Xiaokun, 2025. "Going Green: Effect of green bond issuance on corporate debt financing costs," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
    10. Servaes, Henri & Amiraslani, Hami & Lins, Karl & Tamayo, Ane, 2017. "A Matter of Trust? The Bond Market Benefits of Corporate Social Capital during the Financial Crisis," CEPR Discussion Papers 12321, C.E.P.R. Discussion Papers.
    11. Fang, Xubing & Liu, Maotao, 2024. "Regional judicial capacity and corporate total factor productivity: Evidence from the establishment of circuit courts," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 465-489.
    12. Díaz, Antonio & Escribano, Ana, 2022. "Liquidity dimensions in the U.S. corporate bond market," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 1163-1179.
    13. Helwege, Jean & Wang, Liying, 2021. "Liquidity and price pressure in the corporate bond market: evidence from mega-bonds," Journal of Financial Intermediation, Elsevier, vol. 48(C).
    14. Abudy, Menachem Meni & Raviv, Alon, 2016. "How much can illiquidity affect corporate debt yield spread?," Journal of Financial Stability, Elsevier, vol. 25(C), pages 58-69.
    15. Samir Kadiric & Arthur Korus, 2019. "The effects of Brexit on credit spreads: Evidence from UK and Eurozone corporate bond markets," International Economics and Economic Policy, Springer, vol. 16(1), pages 65-102, March.
    16. Markus Herrmann & Martin Hibbeln, 2023. "Trading and liquidity in the catastrophe bond market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(2), pages 283-328, June.
    17. Han-Hsing Lee, 2020. "Distress risk, product market competition, and corporate bond yield spreads," Review of Quantitative Finance and Accounting, Springer, vol. 55(3), pages 1093-1135, October.
    18. Javadi, Siamak & Mollagholamali, Mohsen, 2018. "Debt market illiquidity and correlated default risk," Finance Research Letters, Elsevier, vol. 26(C), pages 266-273.
    19. Yinghui Chen & Lunan Jiang, 2019. "Liquidity Risk and Corporate Bond Yield Spread: Evidence from China," CFDS Discussion Paper Series 2019/9, Center for Financial Development and Stability at Henan University, Kaifeng, Henan, China.
    20. Fecht, Falko & Füss, Roland & Rindler, Philipp B., 2014. "Corporate Transparency and Bond Liquidity," Working Papers on Finance 1404, University of St. Gallen, School of Finance.

    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:riibaf:v:79:y:2025:i:c:s0275531925003204. 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/ribaf .

    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.