IDEAS home Printed from https://ideas.repec.org/a/bla/jbfnac/v52y2025i1p403-432.html

The impact of bond market liberalization on accounting conservatism

Author

Listed:
  • Renhui Fu
  • Fang Gao
  • Yanhui Wang

Abstract

In a quasi‐natural experimental setting in which Bond Connect allows foreign investors to trade in the Chinese interbank bond market, we predict and find that firms subject to the program increase their accounting conservatism. Further analyses suggest that the increase is concentrated among firms with higher litigation risk, more corporate site visits and greater media attention from overseas, suggesting that foreign bond investors affect firms through the channel of bondholder litigation and monitoring. Additionally, we document that improvement in conservatism is more pronounced when foreign investors participate more and for firms with looser issuance criteria. We also find that enhanced conservatism results in a lower cost of debt for bonds in the liberalized market and those of the same issuers in the nonliberalized market, as well as lower overinvestments and fewer dividends. In addition, firms show greater conservatism in other forms of public disclosure. Together, these findings suggest that firms enhance accounting conservatism to facilitate foreign bond investors’ assessment of credit risk.

Suggested Citation

  • Renhui Fu & Fang Gao & Yanhui Wang, 2025. "The impact of bond market liberalization on accounting conservatism," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 52(1), pages 403-432, February.
  • Handle: RePEc:bla:jbfnac:v:52:y:2025:i:1:p:403-432
    DOI: 10.1111/jbfa.12817
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jbfa.12817
    Download Restriction: no

    File URL: https://libkey.io/10.1111/jbfa.12817?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
    ---><---

    References listed on IDEAS

    as
    1. Skinner, Dj, 1994. "Why Firms Voluntarily Disclose Bad-News," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 32(1), pages 38-60.
    2. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2006. "What Works in Securities Laws?," Journal of Finance, American Finance Association, vol. 61(1), pages 1-32, February.
    3. Inder K. Khurana & Changjiang Wang, 2015. "Debt Maturity Structure and Accounting Conservatism," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(1-2), pages 167-203, January.
    4. S.P. Kothari & Karthik Ramanna & Douglas J. Skinner, 2009. "Implications for GAAP from an Analysis of Positive Research in Accounting," Harvard Business School Working Papers 09-137, Harvard Business School, revised Sep 2010.
    5. Serkan Arslanalp & Takahiro Tsuda, 2014. "Tracking Global Demand for Advanced Economy Sovereign Debt," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 62(3), pages 430-464, August.
    6. Ferreira, Miguel A. & Matos, Pedro & Pereira, João Pedro & Pires, Pedro, 2017. "Do locals know better? A comparison of the performance of local and foreign institutional investors," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 151-164.
    7. Ruch, George W. & Taylor, Gary, 2015. "Accounting conservatism: A review of the literature," Journal of Accounting Literature, Elsevier, vol. 34(C), pages 17-38.
    8. Valeri V. Nikolaev, 2010. "Debt Covenants and Accounting Conservatism," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(1), pages 137-176, March.
    9. 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.
    10. Lu Xing & Tinghua Duan & Wenxuan Hou, 2019. "Do Board Secretaries Influence Management Earnings Forecasts?," Journal of Business Ethics, Springer, vol. 154(2), pages 537-574, January.
    11. Chengru Hu & Wei Jiang, 2019. "Managerial risk incentives and accounting conservatism," Review of Quantitative Finance and Accounting, Springer, vol. 52(3), pages 781-813, April.
    12. Yuming Zhang & Juanjuan Zhang & Zhang Cheng, 2021. "Stock Market Liberalization and Corporate Green Innovation: Evidence from China," IJERPH, MDPI, vol. 18(7), pages 1-22, March.
    13. Marc Badia & Miguel Duro & Fernando Penalva & Stephen G. Ryan, 2021. "Debiasing the Measurement of Conditional Conservatism," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 59(4), pages 1221-1259, September.
    14. Akram Khalilov & Beatriz Garcia Osma, 2020. "Accounting conservatism and the profitability of corporate insiders," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(3-4), pages 333-364, March.
    15. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    16. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    17. Arena, Matteo & Julio, Brandon, 2015. "The Effects of Securities Class Action Litigation on Corporate Liquidity and Investment Policy," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 251-275, April.
    18. Chemmanur, Thomas J & Fulghieri, Paolo, 1994. "Reputation, Renegotiation, and the Choice between Bank Loans and Publicly Traded Debt," The Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 475-506.
    19. John L. Campbell & Hsinchun Chen & Dan S. Dhaliwal & Hsin-min Lu & Logan B. Steele, 2014. "The information content of mandatory risk factor disclosures in corporate filings," Review of Accounting Studies, Springer, vol. 19(1), pages 396-455, March.
    20. Jagadison K. Aier & Long Chen & Mikhail Pevzner, 2014. "Debtholders’ Demand for Conservatism: Evidence from Changes in Directors’ Fiduciary Duties," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 52(5), pages 993-1027, December.
    21. repec:eme:jal000:j.acclit.2015.02.001 is not listed on IDEAS
    22. Luong, Hoang & Moshirian, Fariborz & Nguyen, Lily & Tian, Xuan & Zhang, Bohui, 2017. "How Do Foreign Institutional Investors Enhance Firm Innovation?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(4), pages 1449-1490, August.
    23. Bae, Kee-Hong & Ozoguz, Arzu & Tan, Hongping & Wirjanto, Tony S., 2012. "Do foreigners facilitate information transmission in emerging markets?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 209-227.
    24. Basu, Sudipta, 1997. "The conservatism principle and the asymmetric timeliness of earnings," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 3-37, December.
    25. Moshirian, Fariborz & Tian, Xuan & Zhang, Bohui & Zhang, Wenrui, 2021. "Stock market liberalization and innovation," Journal of Financial Economics, Elsevier, vol. 139(3), pages 985-1014.
    26. R. H. Coase, 2013. "The Problem of Social Cost," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 837-877.
    27. Ray Ball & Ashok Robin & Gil Sadka, 2008. "Is financial reporting shaped by equity markets or by debt markets? An international study of timeliness and conservatism," Review of Accounting Studies, Springer, vol. 13(2), pages 168-205, September.
    28. Ball, Ray & Shivakumar, Lakshmanan, 2005. "Earnings quality in UK private firms: comparative loss recognition timeliness," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 83-128, February.
    29. Kim, In Joon & Eppler-Kim, Jiyeon & Kim, Wi Saeng & Byun, Suk Joon, 2010. "Foreign investors and corporate governance in Korea," Pacific-Basin Finance Journal, Elsevier, vol. 18(4), pages 390-402, September.
    30. Paul André & Andrei Filip & Luc Paugam, 2015. "The Effect of Mandatory IFRS Adoption on Conditional Conservatism in Europe," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(3-4), pages 482-514, April.
    31. Martin Jacob & Roni Michaely & Maximilian A Müller, 2019. "Consumption Taxes and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 32(8), pages 3144-3182.
    32. George W. Ruch & Gary Taylor, 2015. "Accounting conservatism: A review of the literature," Journal of Accounting Literature, Emerald Group Publishing Limited, vol. 34(1), pages 17-38, February.
    33. C.S. Agnes Cheng & Henry He Huang & Yinghua Li, 2015. "Hedge Fund Intervention and Accounting Conservatism," Contemporary Accounting Research, John Wiley & Sons, vol. 32(1), pages 392-421, March.
    34. Valeri V. Nikolaev, 2010. "Debt Covenants and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 51-89, March.
    35. Jeffrey L. Callen & Mozaffar Khan & Hai Lu, 2013. "Accounting Quality, Stock Price Delay, and Future Stock Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 269-295, March.
    36. Khondkar E. Karim & Jiayan Li & Karen Jingrong Lin & Ashok Robin, 2022. "Do directors have style? Board interlock and accounting properties," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(1-2), pages 3-32, January.
    37. Xi Li, 2015. "Accounting Conservatism and the Cost of Capital: An International Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(5-6), pages 555-582, June.
    38. Samuel B. Bonsall & Brian P. Miller, 2017. "The impact of narrative disclosure readability on bond ratings and the cost of debt," Review of Accounting Studies, Springer, vol. 22(2), pages 608-643, June.
    39. Gigler, F & Hemmer, T, 1998. "On the frequency, quality, and informational role of mandatory financial reports," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 36, pages 117-147.
    40. Ahmed, Anwer S. & Duellman, Scott, 2007. "Accounting conservatism and board of director characteristics: An empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 411-437, July.
    41. Paul Brockman & Tao Ma & Jianfang Ye, 2015. "CEO Compensation Risk and Timely Loss Recognition," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(1-2), pages 204-236, January.
    42. Yuxiang Zhong & Wanli Li, 2017. "Accounting Conservatism: A Literature Review," Australian Accounting Review, CPA Australia, vol. 27(2), pages 195-213, June.
    43. Cao, June & Li, Wenwen & Hasan, Iftekhar, 2023. "The impact of lowering carbon emissions on corporate labour investment: A quasi-natural experiment," Energy Economics, Elsevier, vol. 121(C).
    44. Grinblatt, Mark & Keloharju, Matti, 2000. "The investment behavior and performance of various investor types: a study of Finland's unique data set," Journal of Financial Economics, Elsevier, vol. 55(1), pages 43-67, January.
    45. Kothari, S.P. & Ramanna, Karthik & Skinner, Douglas J., 2010. "Implications for GAAP from an analysis of positive research in accounting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 246-286, December.
    46. Darius P. Miller & Natalia Reisel, 2012. "Do Country-level Investor Protections Affect Security-level Contract Design? Evidence from Foreign Bond Covenants," The Review of Financial Studies, Society for Financial Studies, vol. 25(2), pages 408-438.
    47. Acharya, Viral V. & Johnson, Timothy C., 2007. "Insider trading in credit derivatives," Journal of Financial Economics, Elsevier, vol. 84(1), pages 110-141, April.
    48. Leonard C. Soffer & S. Ramu Thiagarajan & Beverly R. Walther, 2000. "Earnings Preannouncement Strategies," Review of Accounting Studies, Springer, vol. 5(1), pages 5-26, March.
    49. Todd A. Gormley & Bong Hwan Kim & Xiumin Martin, 2012. "Do Firms Adjust Their Timely Loss Recognition in Response to Changes in the Banking Industry?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(1), pages 159-196, March.
    50. John, Kose & Nachman, David C, 1985. "Risky Debt, Investment Incentives, and Reputation in a Sequential Equilibrium," Journal of Finance, American Finance Association, vol. 40(3), pages 863-878, July.
    51. Lakshmanan Shivakumar & Oktay Urcan & Florin P. Vasvari & Li Zhang, 2011. "The debt market relevance of management earnings forecasts: evidence from before and during the credit crisis," Review of Accounting Studies, Springer, vol. 16(3), pages 464-486, September.
    52. Beng Wee Goh & Chee Yeow Lim & Gerald J. Lobo & Yen H. Tong, 2017. "Conditional Conservatism and Debt versus Equity Financing," Contemporary Accounting Research, John Wiley & Sons, vol. 34(1), pages 216-251, March.
    53. Gregory W. Martin & Wayne B. Thomas & Matthew M. Wieland, 2016. "S&P 500 Membership and Managers’ Supply of Conservative Financial Reports," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 43(5-6), pages 543-571, May.
    54. Aggarwal, Reena & Erel, Isil & Ferreira, Miguel & Matos, Pedro, 2011. "Does governance travel around the world? Evidence from institutional investors," Journal of Financial Economics, Elsevier, vol. 100(1), pages 154-181, April.
    55. Zhang, Jieying, 2008. "The contracting benefits of accounting conservatism to lenders and borrowers," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 27-54, March.
    56. Tzu‐Ting Chiu & Yuyan Guan & Jeong‐Bon Kim, 2018. "The Effect of Risk Factor Disclosures on the Pricing of Credit Default Swaps," Contemporary Accounting Research, John Wiley & Sons, vol. 35(4), pages 2191-2224, December.
    57. Bushman, Robert M. & Piotroski, Joseph D., 2006. "Financial reporting incentives for conservative accounting: The influence of legal and political institutions," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 107-148, October.
    58. Huai Zhang & Jin Zhang, 2023. "Political corruption and accounting choices," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(3-4), pages 443-481, March.
    59. Carel Huijgen & Martien Lubberink, 2005. "Earnings Conservatism, Litigation and Contracting: The Case of Cross‐Listed Firms," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1275-1309, September.
    60. Barniv, Ran, 2009. "Does foreign investor demand for information affect forecast accuracy? Evidence from the Chinese stock markets," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 18(2), pages 101-118.
    61. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    62. Xiangting Kong & Suresh Radhakrishnan & Albert Tsang, 2017. "Corporate Lobbying, Visibility and Accounting Conservatism," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(5-6), pages 527-557, May.
    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. Zhang, Ruixuan & Ge, Yiyun, 2026. "From bonds to boundaries: Bond market liberalization and corporate tax avoidance in China," Finance Research Letters, Elsevier, vol. 89(C).

    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. Khalifa, Mariem & Trabelsi, Samir & Matoussi, Hamadi, 2022. "Leverage, R&D expenditures, and accounting conservatism: Evidence from technology firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 285-304.
    2. Li, Keming & Nishikawa, Takeshi & Rao, Ramesh P., 2025. "Does the threat of short selling discipline management? Evidence from default risk changes around regulation SHO," Journal of Financial Markets, Elsevier, vol. 73(C).
    3. Karel Hrazdil & Yi Liang & Lufei Ruan & Hakjoon Song, 2024. "Generalist CEOs and conditional accounting conservatism," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(7-8), pages 1693-1723, July.
    4. Gunratan Lonare, 2024. "CEOs’ capital gains tax liabilities and accounting conservatism," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(7-8), pages 1943-1979, July.
    5. Tri Tri Nguyen & Chau Minh Duong & Nguyet Thi Minh Nguyen & Hung Quang Bui, 2020. "Accounting conservatism and banking expertise on board of directors," Review of Quantitative Finance and Accounting, Springer, vol. 55(2), pages 501-539, August.
    6. Dan Zhang & Shiguang Ma & Xiaofei Pan, 2023. "How do institutional investors influence accounting conservatism in China?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S2), pages 2719-2754, June.
    7. Richard Barker & Anne McGeachin, 2015. "An Analysis of Concepts and Evidence on the Question of Whether IFRS Should be Conservative," Abacus, Accounting Foundation, University of Sydney, vol. 51(2), pages 169-207, June.
    8. Chloe Yu-Hsuan Wu & Shou-Min Tsao & Che-Hung Lin, 2025. "Accounting conservatism, corporate diversification and firm value," Review of Quantitative Finance and Accounting, Springer, vol. 64(1), pages 371-415, January.
    9. C. S. Agnes Cheng & Xiaohui (Fiona) Li & Jing Xie & Yuxiang Zhong, 2023. "Accounting conservatism and common ownership by dedicated institutional blockholders," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(9-10), pages 1943-1983, October.
    10. Araceli Mora & Martin Walker, 2015. "The implications of research on accounting conservatism for accounting standard setting," Accounting and Business Research, Taylor & Francis Journals, vol. 45(5), pages 620-650, August.
    11. Sudipta Basu & Yi Liang, 2019. "Director–Liability–Reduction Laws and Conditional Conservatism," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 57(4), pages 889-917, September.
    12. Ha, Joohyung, 2019. "Agency costs of free cash flow and conditional conservatism," Advances in accounting, Elsevier, vol. 46(C), pages 1-1.
    13. Akram Khalilov & Beatriz Garcia Osma, 2020. "Accounting conservatism and the profitability of corporate insiders," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(3-4), pages 333-364, March.
    14. Hans B. Christensen & Valeri V. Nikolaev & Regina Wittenberg‐Moerman, 2016. "Accounting Information in Financial Contracting: The Incomplete Contract Theory Perspective," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 54(2), pages 397-435, May.
    15. Čičak Josip & Vašiček Davor, 2019. "Determining the Level of Accounting Conservatism through the Fuzzy Logic System," Business Systems Research, Sciendo, vol. 10(1), pages 88-101, April.
    16. Rui Wang, 2021. "The attention of long‐term institutional investors and timely loss recognition," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(9-10), pages 1596-1629, October.
    17. Inder K. Khurana & Wei Wang, 2019. "International Mergers and Acquisitions Laws, the Market for Corporate Control, and Accounting Conservatism," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 57(1), pages 241-290, March.
    18. Ke Na & Ivy Xiying Zhang & Yong Zhang, 2024. "Is conservatism demanded by performance measurement in compensation contracts? Evidence from earnings measures used in bonus formulas," Review of Accounting Studies, Springer, vol. 29(1), pages 809-851, March.
    19. Mohamed Khalil & Aydin Ozkanc & Yilmaz Yildiz, 2020. "Foreign institutional ownership and demand for accounting conservatism: evidence from an emerging market," Review of Quantitative Finance and Accounting, Springer, vol. 55(1), pages 1-27, July.
    20. Ding, Rong & Jacoby, Gady & Liu, Mingzhi & Wang, Tingting & Wu, Zhenyu, 2024. "Does climate risk shape firms’ accounting conservatism?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 97(C).

    More about this item

    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:bla:jbfnac:v:52:y:2025:i:1:p:403-432. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0306-686X .

    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.