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State ownership and credit rationing: Evidence From China

Author

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  • Gao, Han
  • Li, Jie
  • Liu, Fang
  • Wu, Jin

Abstract

We investigate the impact of a firm’s ownership on credit rationing. We find that state-owned enterprises (SOEs) are less likely to be credit rationed than non-state-owned enterprises (non-SOEs). After controlling for a large set of control variables, we find that SOEs are 12.22 percent less likely to experience credit rationing in comparison to non-SOEs. This finding is robust to different definitions of SOEs and other regression methods accounting for omitted variables bias and endogeneity problems. Furthermore, the effects of state ownership on credit rationing are heterogeneous among different cities. Specifically, SOEs are less likely to be credit rationed in cities with low financial development and high government intervention. This may reflect the fact that implicit government guarantees of SOEs are more effective in these cities.

Suggested Citation

  • Gao, Han & Li, Jie & Liu, Fang & Wu, Jin, 2023. "State ownership and credit rationing: Evidence From China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 237-257.
    • Handle: RePEc:eee:reveco:v:88:y:2023:i:c:p:237-257
    DOI: 10.1016/j.iref.2023.06.014
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    1. Brandt, Loren & Li, Hongbin, 2003. "Bank discrimination in transition economies: ideology, information, or incentives?," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 387-413, September.
    2. Sapienza, Paola, 2004. "The effects of government ownership on bank lending," Journal of Financial Economics, Elsevier, vol. 72(2), pages 357-384, May.
    3. Yiming Cao & Raymond Fisman & Hui Lin & Yongxiang Wang, 2023. "SOEs and Soft Incentive Constraints in State Bank Lending," American Economic Journal: Economic Policy, American Economic Association, vol. 15(1), pages 174-195, February.
    4. David Mushinski, 1999. "An analysis of offer functions of banks and credit unions in Guatemala," Journal of Development Studies, Taylor & Francis Journals, vol. 36(2), pages 88-112.
    5. Li, Hongbin & Meng, Lingsheng & Wang, Qian & Zhou, Li-An, 2008. "Political connections, financing and firm performance: Evidence from Chinese private firms," Journal of Development Economics, Elsevier, vol. 87(2), pages 283-299, October.
    6. Cull, Robert & Xu, Lixin Colin, 2005. "Institutions, ownership, and finance: the determinants of profit reinvestment among Chinese firms," Journal of Financial Economics, Elsevier, vol. 77(1), pages 117-146, July.
    7. Lin William Cong & Haoyu Gao & Jacopo Ponticelli & Xiaoguang Yang, 2019. "Credit Allocation Under Economic Stimulus: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3412-3460.
    8. 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.
    9. Li, Jie & Lan, Liping & Ouyang, Zhigang, 2020. "Credit constraints, currency depreciation and international trade," Journal of International Money and Finance, Elsevier, vol. 104(C).
    10. Robert C. Feenstra & Zhiyuan Li & Miaojie Yu, 2014. "Exports and Credit Constraints under Incomplete Information: Theory and Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 729-744, October.
    11. Wenbin Chen & Shi-Zhuan Han & Jie Li & Tianhang Zhou, 2021. "The SOE Channel of Monetary Policy Transmission: Evidence from China's Economic Stimulus Package," Asian Economic Papers, MIT Press, vol. 20(3), pages 73-93, Fall.
    12. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    13. Lin, Huidan, 2011. "Foreign bank entry and firms' access to bank credit: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 1000-1010, April.
    14. 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.
    15. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    16. Lu, Zhengfei & Zhu, Jigao & Zhang, Weining, 2012. "Bank discrimination, holding bank ownership, and economic consequences: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 341-354.
    17. Astami, Emita W. & Tower, Greg, 2006. "Accounting-policy choice and firm characteristics in the Asia Pacific region: An international empirical test of Costly Contracting Theory," The International Journal of Accounting, Elsevier, vol. 41(1), pages 1-21.
    18. Degryse, Hans & Havrylchyk, Olena & Jurzyk, Emilia & Kozak, Sylwester, 2012. "Foreign bank entry, credit allocation and lending rates in emerging markets: Empirical evidence from Poland," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 2949-2959.
    19. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    20. 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.
    21. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    22. Cull, Robert & Xu, Lixin Colin, 2003. "Who gets credit? The behavior of bureaucrats and state banks in allocating credit to Chinese state-owned enterprises," Journal of Development Economics, Elsevier, vol. 71(2), pages 533-559, August.
    23. Qin Gou & Yiping Huang & Jianguo Xu, 2018. "Does ownership matter in access to bank credit in China?," The European Journal of Finance, Taylor & Francis Journals, vol. 24(16), pages 1409-1427, November.
    24. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
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    2. Kuai, Yicheng & Wang, Peiwen & Huang, Guanglin, 2025. "Corporate ESG performance and credit misallocation: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
    3. John Chung, 2025. "Firm Heterogeneity, Misallocation, and Trade," Working Papers 25-33, Center for Economic Studies, U.S. Census Bureau.

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