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Do bank loans still convey information to investors? Evidence from the split share structure reform in China

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  • Lu, Liping
  • Tumer-Alkan, Gunseli
  • Zhang, Haiyang
  • Xu, Binbin
  • Wu, Weixing

Abstract

Bank loans can convey information about the borrowing firms that have proper corporate governance systems. Using a sample of bank loan announcements in China, we find that the market reaction is positive after the split share structure reform in 2005, which aligns the interests of large shareholders and minority shareholders, government and public investors, and alleviates their tunneling incentives. We also find that this effect is more pronounced for private firms as the reform mainly enhances corporate governance for private firms. The signaling role of bank loans is less pronounced for firms with less severe information asymmetry after the reform, e.g. higher shareholdings of mutual funds and higher proportion of independent directors. Related party transactions decrease when they obtain bank loans after the reform, which reflects the alleviation of tunneling after the reform.

Suggested Citation

  • Lu, Liping & Tumer-Alkan, Gunseli & Zhang, Haiyang & Xu, Binbin & Wu, Weixing, 2021. "Do bank loans still convey information to investors? Evidence from the split share structure reform in China," Emerging Markets Review, Elsevier, vol. 48(C).
    • Handle: RePEc:eee:ememar:v:48:y:2021:i:c:s1566014120301588
    DOI: 10.1016/j.ememar.2020.100773
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    as
    1. Kai Li & Tan Wang & Yan-Leung Cheung & Ping Jiang, 2011. "Privatization and Risk Sharing: Evidence from the Split Share Structure Reform in China," The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2499-2525.
    2. James, Christopher, 1987. "Some evidence on the uniqueness of bank loans," Journal of Financial Economics, Elsevier, vol. 19(2), pages 217-235, December.
    3. Huang, Weihua & Schwienbacher, Armin & Zhao, Shan, 2012. "When bank loans are bad news: Evidence from market reactions to loan announcements under the risk of expropriation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(2), pages 233-252.
    4. Lummer, Scott L. & McConnell, John J., 1989. "Further evidence on the bank lending process and the capital-market response to bank loan agreements," Journal of Financial Economics, Elsevier, vol. 25(1), pages 99-122, November.
    5. Fan, Joseph P.H. & Wong, T.J. & Zhang, Tianyu, 2007. "Politically connected CEOs, corporate governance, and Post-IPO performance of China's newly partially privatized firms," Journal of Financial Economics, Elsevier, vol. 84(2), pages 330-357, May.
    6. 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.
    7. Lin, Justin Yifu & Li, Zhiyun, 2008. "Policy burden, privatization and soft budget constraint," Journal of Comparative Economics, Elsevier, vol. 36(1), pages 90-102, March.
    8. Allen, Franklin & Chakrabarti, Rajesh & De, Sankar & Qian, Jun “QJ” & Qian, Meijun, 2012. "Financing firms in India," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 409-445.
    9. Leary, Mark T. & Roberts, Michael R., 2010. "The pecking order, debt capacity, and information asymmetry," Journal of Financial Economics, Elsevier, vol. 95(3), pages 332-355, March.
    10. Mikkelson, Wayne H. & Partch, M. Megan, 1986. "Valuation effects of security offerings and the issuance process," Journal of Financial Economics, Elsevier, vol. 15(1-2), pages 31-60.
    11. Zheng Yang & Wenxuan Hou & Xiaolin Qian, 2015. "The Split-Share-Structure Reform in China: Past, Procedure, and Impact," Palgrave Macmillan Books, in: Douglas Cumming & Michael Firth & Wenxuan Hou & Edward Lee (ed.), Sustainable Entrepreneurship in China, chapter 0, pages 159-177, Palgrave Macmillan.
    12. Liang, Quanxi & Li, Donghui & Gao, Wenlian, 2020. "Ultimate ownership, crash risk, and split share structure reform in China," Journal of Banking & Finance, Elsevier, vol. 113(C).
    13. Chengyao Lei, 2014. "The Reform of State-owned Commercial Banks in China: A Political Economy Perspective," Economic and Political Studies, Taylor & Francis Journals, vol. 2(2), pages 67-88, July.
    14. Cheung, Yan-Leung & Rau, P. Raghavendra & Stouraitis, Aris, 2006. "Tunneling, propping, and expropriation: evidence from connected party transactions in Hong Kong," Journal of Financial Economics, Elsevier, vol. 82(2), pages 343-386, November.
    15. Maskara, Pankaj K. & Mullineaux, Donald J., 2011. "Information asymmetry and self-selection bias in bank loan announcement studies," Journal of Financial Economics, Elsevier, vol. 101(3), pages 684-694, September.
    16. Steven Ongena & Shusen Qi & Fengming Qin, 2015. "Impact of Foreign Bank Presence on Foreign Direct Investment in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 23(4), pages 40-59, July.
    17. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    18. Bailey, Warren & Huang, Wei & Yang, Zhishu, 2011. "Bank Loans with Chinese Characteristics: Some Evidence on Inside Debt in a State-Controlled Banking System," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1795-1830, December.
    19. Liao, Li & Liu, Bibo & Wang, Hao, 2014. "China׳s secondary privatization: Perspectives from the Split-Share Structure Reform," Journal of Financial Economics, Elsevier, vol. 113(3), pages 500-518.
    20. Douglas Cumming & Michael Firth & Wenxuan Hou & Edward Lee (ed.), 2015. "Sustainable Entrepreneurship in China," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-41253-9, March.
    21. Frankel, Richard & Li, Xu, 2004. "Characteristics of a firm's information environment and the information asymmetry between insiders and outsiders," Journal of Accounting and Economics, Elsevier, vol. 37(2), pages 229-259, June.
    22. Friedman, Eric & Johnson, Simon & Mitton, Todd, 2003. "Propping and tunneling," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 732-750, December.
    23. Jiang, Guohua & Lee, Charles M.C. & Yue, Heng, 2010. "Tunneling through intercorporate loans: The China experience," Journal of Financial Economics, Elsevier, vol. 98(1), pages 1-20, October.
    24. Chong, Terence Tai-Leung & Lu, Liping & Ongena, Steven, 2013. "Does banking competition alleviate or worsen credit constraints faced by small- and medium-sized enterprises? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3412-3424.
    25. Ariff, Mohamed & Can, Luc, 2008. "Cost and profit efficiency of Chinese banks: A non-parametric analysis," China Economic Review, Elsevier, vol. 19(2), pages 260-273, June.
    26. Robyn McLaughlin & Assem Safieddine & Gopala Vasudevan, 1998. "The Information Content of Corporate Offerings of Seasoned Securities: An Empirical Analysis," Financial Management, Financial Management Association, vol. 27(2), Summer.
    27. repec:cup:jfinqa:v:46:y:2011:i:06:p:1795-1830_00 is not listed on IDEAS
    28. Hung, Chi-Hsiou D. & Jiang, Yuxiang & Liu, Frank Hong & Tu, Hong & Wang, Senyu, 2017. "Bank political connections and performance in China," Journal of Financial Stability, Elsevier, vol. 32(C), pages 57-69.
    29. Fields, L. Paige & Fraser, Donald R. & Berry, Tammy L. & Byers, Steven, 2006. "Do Bank Loan Relationships Still Matter?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1195-1209, August.
    30. Gao, Lei & Kling, Gerhard, 2008. "Corporate governance and tunneling: Empirical evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 16(5), pages 591-605, November.
    31. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    32. Claessens, Stijn & Djankov, Simeon & Lang, Larry H. P., 2000. "The separation of ownership and control in East Asian Corporations," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 81-112.
    33. Best, Ronald & Zhang, Hang, 1993. "Alternative Information," Journal of Finance, American Finance Association, vol. 48(4), pages 1507-1522, September.
    34. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    35. Dong, Xiao-Yuan & Putterman, Louis, 2003. "Soft budget constraints, social burdens, and labor redundancy in China's state industry," Journal of Comparative Economics, Elsevier, vol. 31(1), pages 110-133, March.
    36. Billett, Matthew T & Flannery, Mark J & Garfinkel, Jon A, 1995. "The Effect of Lender Identity on a Borrowing Firm's Equity Return," Journal of Finance, American Finance Association, vol. 50(2), pages 699-718, June.
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