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Open government data and the cost of debt

Author

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  • Xing, Qiuhang
  • Xu, Gaoshuang
  • Wang, Yanping

Abstract

Open government data refers to a government's policy of disclosing available data to society. Using China's policy of disclosing open government data, which has been progressively implemented, this paper investigates whether open government data affect the cost of debt for firms. We find that open government data can alleviate information asymmetry between creditors and firms, in turn significantly reducing the cost of debt for firms. This effect is pronounced in high-risk firms that creditors perceive to be engaging in opportunistic behavior, small firms, and regions with underdeveloped fintech or where the legal environment is not sufficiently protective of creditors. Furthermore, we find that the maturity of open government data contributes to its reducing effect on the cost of debt for firms. Finally, our results reveal that open government data facilitate firms' borrowing of both long-term loans and loans without third-party guarantees. Our study thus demonstrates the value of open government data for creditors.

Suggested Citation

  • Xing, Qiuhang & Xu, Gaoshuang & Wang, Yanping, 2024. "Open government data and the cost of debt," International Review of Financial Analysis, Elsevier, vol. 95(PA).
  • Handle: RePEc:eee:finana:v:95:y:2024:i:pa:s1057521924003168
    DOI: 10.1016/j.irfa.2024.103384
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    as
    1. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    2. Elyasiani, Elyas & Jia, Jingyi (Jane) & Mao, Connie X., 2010. "Institutional ownership stability and the cost of debt," Journal of Financial Markets, Elsevier, vol. 13(4), pages 475-500, November.
    3. Wittenberg-Moerman, Regina, 2008. "The role of information asymmetry and financial reporting quality in debt trading: Evidence from the secondary loan market," Journal of Accounting and Economics, Elsevier, vol. 46(2-3), pages 240-260, December.
    4. Deqiu Chen & Xuejiao Liu & Cong Wang, 2016. "Social Trust and Bank Loan Financing: Evidence from China," Abacus, Accounting Foundation, University of Sydney, vol. 52(3), pages 374-403, September.
    5. Anderson, Ronald C. & Mansi, Sattar A. & Reeb, David M., 2003. "Founding family ownership and the agency cost of debt," Journal of Financial Economics, Elsevier, vol. 68(2), pages 263-285, May.
    6. Liu, Chunbo & Xu, Liang & Yang, Haoyi & Zhang, Wenqiao, 2023. "Prosocial CEOs and the cost of debt: Evidence from syndicated loan contracts," Journal of Corporate Finance, Elsevier, vol. 78(C).
    7. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    8. Kang, Jung Koo, 2024. "Gone with the big data: Institutional lender demand for private information," Journal of Accounting and Economics, Elsevier, vol. 77(2).
    9. Adelino, Manuel & Schoar, Antoinette & Severino, Felipe, 2015. "House prices, collateral, and self-employment," Journal of Financial Economics, Elsevier, vol. 117(2), pages 288-306.
    10. Wei Jiang & Kai Li & Pei Shao, 2010. "When Shareholders Are Creditors: Effects of the Simultaneous Holding of Equity and Debt by Non-commercial Banking Institutions," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3595-3637, October.
    11. Zou, Hong & Adams, Mike B., 2008. "Debt Capacity, Cost of Debt, and Corporate Insurance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(2), pages 433-466, June.
    12. Doukas, John A. & Pantzalis, Christos, 2003. "Geographic diversification and agency costs of debt of multinational firms," Journal of Corporate Finance, Elsevier, vol. 9(1), pages 59-92, January.
    13. Isin, Adnan Anil, 2018. "Tax avoidance and cost of debt: The case for loan-specific risk mitigation and public debt financing," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 344-378.
    14. Fung, Simon Yu Kit & Raman, K.K. & Zhu, Xindong (Kevin), 2017. "Does the PCAOB international inspection program improve audit quality for non-US-listed foreign clients?," Journal of Accounting and Economics, Elsevier, vol. 64(1), pages 15-36.
    15. Liu, Xinghe & Wang, Enxian & Cai, Danting, 2019. "Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 129-135.
    16. Xianjie He & T.J. Wong & Danqing Young, 2012. "Challenges for Implementation of Fair Value Accounting in Emerging Markets: Evidence from China," Contemporary Accounting Research, John Wiley & Sons, vol. 29(2), pages 538-562, June.
    17. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    18. Armstrong, Christopher S. & Guay, Wayne R. & Weber, Joseph P., 2010. "The role of information and financial reporting in corporate governance and debt contracting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 179-234, December.
    19. Anderson, Ronald C. & Mansi, Sattar A. & Reeb, David M., 2004. "Board characteristics, accounting report integrity, and the cost of debt," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 315-342, September.
    20. Chiu, Wan-Chien & King, Tao-Hsien Dolly & Wang, Chih-Wei, 2021. "Debt maturity dispersion and the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 70(C).
    21. Michael Firth & Phyllis L. L. Mo & Raymond M. K. Wong, 2012. "Auditors’ Organizational Form, Legal Liability, and Reporting Conservatism: Evidence from China," Contemporary Accounting Research, John Wiley & Sons, vol. 29(1), pages 57-93, March.
    22. Liu, Jianlei & Uchida, Konari & Gao, Ruidong, 2014. "Legal protection and underpricing of IPOs: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 27(C), pages 163-187.
    23. Guangming Gong & Xin Huang & Sirui Wu & Haowen Tian & Wanjin Li, 2021. "Punishment by Securities Regulators, Corporate Social Responsibility and the Cost of Debt," Journal of Business Ethics, Springer, vol. 171(2), pages 337-356, June.
    24. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    25. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    26. Mehdi Beyhaghi, 2022. "Third-Party Credit Guarantees and the Cost of Debt: Evidence from Corporate Loans [Loan guarantees and credit supply]," Review of Finance, European Finance Association, vol. 26(2), pages 287-317.
    27. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    28. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    29. Ding, Shujun & Jia, Chunxin & Wu, Zhenyu & Yuan, Wenlong, 2017. "Limited attention by lenders and small business debt financing: Advertising as attention grabber," International Review of Financial Analysis, Elsevier, vol. 49(C), pages 69-82.
    30. Li, Bo & Cheng, Yue & Tian, Guangning, 2024. "Bank competition and firm asset- debt maturity mismatch: Evidence from the SMEs in China," Research in International Business and Finance, Elsevier, vol. 69(C).
    31. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    32. 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.
    33. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    34. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    35. 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.
    36. Jianhua Tan & Kam C. Chan & Yining Chen, 2022. "The impact of air pollution on the cost of debt financing: Evidence from the bond market," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 464-482, January.
    37. Cheung, Yan-Leung & Jiang, Ping & Tan, Weiqiang, 2010. "A transparency Disclosure Index measuring disclosures: Chinese listed companies," Journal of Accounting and Public Policy, Elsevier, vol. 29(3), pages 259-280, June.
    38. Jeong†Bon Kim & Dan A. Simunic & Michael T. Stein & CHEONG H. YI, 2011. "Voluntary Audits and the Cost of Debt Capital for Privately Held Firms: Korean Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 28(2), pages 585-615, June.
    39. Pittman, Jeffrey A. & Fortin, Steve, 2004. "Auditor choice and the cost of debt capital for newly public firms," Journal of Accounting and Economics, Elsevier, vol. 37(1), pages 113-136, February.
    40. Wang, Brian Yutao & Duan, Mengran & Liu, Guangqiang, 2021. "Does the power gap between a chairman and CEO matter? Evidence from corporate debt financing in China," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    41. Wang, Yanan & Liang, Shangkun & Kong, Dongmin & Wang, Qin, 2019. "High-speed rail, small city, and cost of debt: Firm-level evidence," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    42. Ginka Borisova & William L. Megginson, 2011. "Does Government Ownership Affect the Cost of Debt? Evidence from Privatization," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2693-2737.
    43. Barbara Ubaldi, 2013. "Open Government Data: Towards Empirical Analysis of Open Government Data Initiatives," OECD Working Papers on Public Governance 22, OECD Publishing.
    44. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    45. Byun, Hae-Young & Choi, Sunhwa & Hwang, Lee-Seok & Kim, Robert G., 2013. "Business group affiliation, ownership structure, and the cost of debt," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 311-331.
    46. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    47. René M. Stulz, 2000. "Financial Structure, Corporate Finance and Economic Growth," International Review of Finance, International Review of Finance Ltd., vol. 1(1), pages 11-38, March.
    48. Desai, Mihir A. & Dharmapala, Dhammika, 2006. "Corporate tax avoidance and high-powered incentives," Journal of Financial Economics, Elsevier, vol. 79(1), pages 145-179, January.
    49. Mohan Fonseka & Theja Rajapakse & Gao‐Liang Tian, 2019. "The Effects of Environmental Information Disclosure and Energy Types on the Cost of Equity: Evidence from the Energy Industry in China," Abacus, Accounting Foundation, University of Sydney, vol. 55(2), pages 362-410, June.
    50. Fan, Joseph P. H. & Titman, Sheridan & Twite, Garry, 2012. "An International Comparison of Capital Structure and Debt Maturity Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(1), pages 23-56, February.
    51. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    52. I-Ju Chen & Iftekhar Hasan & Chih-Yung Lin & Tra Ngoc Vy Nguyen, 2021. "Do Banks Value Borrowers' Environmental Record? Evidence from Financial Contracts," Journal of Business Ethics, Springer, vol. 174(3), pages 687-713, December.
    53. Lim, Chu Yeong & Wang, Jiwei & Zeng, Cheng (Colin), 2018. "China's “Mercantilist” Government Subsidies, the Cost of Debt and Firm Performance," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 37-52.
    54. 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.
    55. Ellen Hughes-Cromwick & Julia Coronado, 2019. "The Value of US Government Data to US Business Decisions," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 131-146, Winter.
    56. Chen, Peter F. & He, Shaohua & Ma, Zhiming & Stice, Derrald, 2016. "The information role of audit opinions in debt contracting," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 121-144.
    57. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    58. Mansi, Sattar A. & Qi, Yaxuan & Wald, John K., 2021. "Bond covenants, bankruptcy risk, and the cost of debt," Journal of Corporate Finance, Elsevier, vol. 66(C).
    59. Mahmood Ahmad & Abdul Majeed & Muhammad Asif Khan & Muhammad Sohaib & Khurram Shehzad, 2021. "Digital financial inclusion and economic growth: provincial data analysis of China," China Economic Journal, Taylor & Francis Journals, vol. 14(3), pages 291-310, September.
    60. Rajan, Raghuram & Winton, Andrew, 1995. "Covenants and Collateral as Incentives to Monitor," Journal of Finance, American Finance Association, vol. 50(4), pages 1113-1146, September.
    61. Hadiye Aslan & Praveen Kumar, 2012. "Strategic Ownership Structure and the Cost of Debt," The Review of Financial Studies, Society for Financial Studies, vol. 25(7), pages 2257-2299.
    62. Smith, Clifford Jr. & Warner, Jerold B., 1979. "On financial contracting : An analysis of bond covenants," Journal of Financial Economics, Elsevier, vol. 7(2), pages 117-161, June.
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