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The bank loan distribution effect of government spending expansion: Evidence from China

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  • Zhang, Zuomin
  • Dai, Ling

Abstract

Rather than focusing on the spread of enterprises' bank loans, we focus on the impact of government spending expansion on the amount of bank loans obtained by enterprises. We first build a theoretical model to show that there are the demand effect and loan cost effect of government spending expansion on the bank loans and then use the fixed effects approach to analyze the bank loan distribution effect of government spending expansion by using the data of enterprises listed on the China Stock Exchange between 2003 and 2019. Empirical results show that the demand effect plays a leading role for the central government state-owned enterprises (SOEs), helping them obtain more bank loans from banks. In contrast, for private enterprises, the loan cost effect plays a leading role, hurting them in obtaining bank loans from banks. Further research shows that government spending expansion's crowding-in or crowding-out effect differs from Neoclassicism and (new) Keynesianism. This paper provides a new explanation for why the financing problem of private enterprises is getting worse in China. The policy implication is that when the government implements expansionary fiscal policies, it should also provide convenience for private enterprise financing through window guidance to prevent the expansionary fiscal policies from crowding out private enterprise bank loans.

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  • Zhang, Zuomin & Dai, Ling, 2023. "The bank loan distribution effect of government spending expansion: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
  • Handle: RePEc:eee:finana:v:89:y:2023:i:c:s1057521923002946
    DOI: 10.1016/j.irfa.2023.102778
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    1. J. A. John & N. R. Draper, 1980. "An Alternative Family of Transformations," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 29(2), pages 190-197, June.
    2. Patrick F?ve & Julien Matheron & Jean-Guillaume Sahuc, 2013. "A Pitfall with Estimated DSGE-Based Government Spending Multipliers," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(4), pages 141-178, October.
    3. Aiyagari, S. Rao & Christiano, Lawrence J. & Eichenbaum, Martin, 1992. "The output, employment, and interest rate effects of government consumption," Journal of Monetary Economics, Elsevier, vol. 30(1), pages 73-86, October.
    4. Wang, Shu-Ling, 2021. "Fiscal stimulus in a high-debt economy? A DSGE analysis," Economic Modelling, Elsevier, vol. 98(C), pages 118-135.
    5. Rüdiger Bachmann & Jinhui H. Bai, 2013. "Public consumption over the business cycle," Quantitative Economics, Econometric Society, vol. 4(3), pages 417-451, November.
    6. Yan-Shing Chen & Chung-Hua Shen & Chih-Yung Lin, 2014. "The Benefits of Political Connection: Evidence from Individual Bank-Loan Contracts," Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(3), pages 287-305, June.
    7. Shawn Cole & Martin Kanz & Leora Klapper, 2015. "Incentivizing Calculated Risk-Taking: Evidence from an Experiment with Commercial Bank Loan Officers," Journal of Finance, American Finance Association, vol. 70(2), pages 537-575, April.
    8. Gaspar, Jose-Miguel & Massa, Massimo & Matos, Pedro, 2005. "Shareholder investment horizons and the market for corporate control," Journal of Financial Economics, Elsevier, vol. 76(1), pages 135-165, April.
    9. Qiang Lin & Beibei Qiao, 2021. "The relationship between trade credit and bank loans under economic fluctuations - based on the perspective of the supply chain," Applied Economics, Taylor & Francis Journals, vol. 53(6), pages 688-702, February.
    10. Barro, Robert J, 1981. "Output Effects of Government Purchases," Journal of Political Economy, University of Chicago Press, vol. 89(6), pages 1086-1121, December.
    11. Davide Furceri, 2009. "Fiscal Convergence, Business Cycle Volatility, and Growth," Review of International Economics, Wiley Blackwell, vol. 17(3), pages 615-630, August.
    12. Joe Whittaker & Chris Whitehead & Mark Somers, 2005. "The neglog transformation and quantile regression for the analysis of a large credit scoring database," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 54(5), pages 863-878, November.
    13. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    14. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    15. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    16. Kiyoung Chang & Ying Li & Ha‐Chin Yi, 2021. "Informed equity ownership and bank loan contracting," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(7-8), pages 1368-1403, July.
    17. Taehyun Kim & Quoc H Nguyen, 2020. "The Effect of Public Spending on Private Investment," Review of Finance, European Finance Association, vol. 24(2), pages 415-451.
    18. Peter C. B. Phillips & Zhentao Shi, 2021. "Boosting: Why You Can Use The Hp Filter," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(2), pages 521-570, May.
    19. 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.
    20. Hasan, Iftekhar & Hoi, Chun Keung & Wu, Qiang & Zhang, Hao, 2017. "Social Capital and Debt Contracting: Evidence from Bank Loans and Public Bonds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 1017-1047, June.
    21. Poncet, Sandra & Steingress, Walter & Vandenbussche, Hylke, 2010. "Financial constraints in China: Firm-level evidence," China Economic Review, Elsevier, vol. 21(3), pages 411-422, September.
    22. Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011. "What You Sell Is What You Lend? Explaining Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
    23. Rebei Nooman, 2021. "Evaluating Changes in the Transmission Mechanism of Government Spending Shocks," The B.E. Journal of Macroeconomics, De Gruyter, vol. 21(1), pages 253-280, January.
    24. Francesco Corielli & Stefano Gatti & Alessandro Steffanoni, 2010. "Risk Shifting through Nonfinancial Contracts: Effects on Loan Spreads and Capital Structure of Project Finance Deals," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1295-1320, October.
    25. Jordi Galí & J. David López-Salido & Javier Vallés, 2007. "Understanding the Effects of Government Spending on Consumption," Journal of the European Economic Association, MIT Press, vol. 5(1), pages 227-270, March.
    26. Morgan, Donald P, 1998. "The Credit Effects of Monetary Policy: Evidence Using Loan Commitments," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(1), pages 102-118, February.
    27. James D. Hamilton, 2018. "Why You Should Never Use the Hodrick-Prescott Filter," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 831-843, December.
    28. Supriyo De & Ergys Islamaj & M. Ayhan Kose & S. Reza Yousefi, 2019. "Remittances over the business cycle: Theory and evidence," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 48(3), November.
    29. Eric M. Leeper & Nora Traum & Todd B. Walker, 2017. "Clearing Up the Fiscal Multiplier Morass," American Economic Review, American Economic Association, vol. 107(8), pages 2409-2454, August.
    30. E. C. Mamatzakis, 2001. "Public Spending and Private Investment: Evidence From Greece," International Economic Journal, Taylor & Francis Journals, vol. 15(4), pages 33-46.
    31. Brzoza-Brzezina, Michał & Kolasa, Marcin & Makarski, Krzysztof, 2013. "The anatomy of standard DSGE models with financial frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 32-51.
    32. Vlado Kysucky & Lars Norden, 2016. "The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis," Management Science, INFORMS, vol. 62(1), pages 90-110, January.
    33. Eric Sims & Jonathan Wolff, 2018. "The Output And Welfare Effects Of Government Spending Shocks Over The Business Cycle," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(3), pages 1403-1435, August.
    34. 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.
    35. Francesco Corielli & Stefano Gatti & Alessandro Steffanoni, 2010. "Risk Shifting through Nonfinancial Contracts: Effects on Loan Spreads and Capital Structure of Project Finance Deals," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1295-1320, October.
    36. Claessens, Stijn & Feijen, Erik & Laeven, Luc, 2008. "Political connections and preferential access to finance: The role of campaign contributions," Journal of Financial Economics, Elsevier, vol. 88(3), pages 554-580, June.
    37. Simon Johnson & John McMillan & Christopher Woodruff, 2002. "Property Rights and Finance," American Economic Review, American Economic Association, vol. 92(5), pages 1335-1356, December.
    38. Liangbo Ma & Shiguang Ma, 2020. "Trade credit use and bank loan access: an agency theory perspective," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1835-1865, June.
    39. Alberto Alesina & Roberto Perotti, 1995. "Fiscal Expansions and Fiscal Adjustments in OECD Countries," NBER Working Papers 5214, National Bureau of Economic Research, Inc.
    40. Estefanía Palazuelos & Ángel Herrero Crespo & Javier Montoya Corte, 2018. "Accounting information quality and trust as determinants of credit granting to SMEs: the role of external audit," Small Business Economics, Springer, vol. 51(4), pages 861-877, December.
    41. Gregory E. Givens, 2022. "Unemployment, Partial Insurance, And The Multiplier Effects Of Government Spending," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 63(2), pages 571-599, May.
    42. Beck, T.H.L., 2007. "Financing constraints of SMEs in developing countries : Evidence, determinants and solutions," Other publications TiSEM 85aac075-08b5-44ce-bf1a-9, Tilburg University, School of Economics and Management.
    43. Patrick Fève & Julien Matheron & Jean-Guillaume Sahuc, 2011. "A Pitfall with DSGE–Based, Estimated, Government Spending Multipliers," 2011 Meeting Papers 136, Society for Economic Dynamics.
    44. Samuel Fosu & Albert Danso & Henry Agyei‐Boapeah & Collins G. Ntim, 2021. "Credit information sharing and bank loan pricing: Do concentration and governance matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5884-5911, October.
    45. Jan P. Voon & Chen Lin & Yiu. C. Ma, 2022. "Managerial overconfidence and bank loan covenant usage," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 4575-4598, October.
    46. Dawood, Taufiq Carnegie & Francois, John Nana, 2018. "Substitution between private and government consumption in African economies," Economic Modelling, Elsevier, vol. 73(C), pages 129-139.
    47. Julan Du & Yi Lu & Zhigang Tao, 2012. "Bank loans vs. trade credit," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 20(3), pages 457-480, July.
    48. Horst, Maximilian & Neyer, Ulrike, 2019. "The impact of quantitative easing on bank loan supply and monetary policy implementation in the euro area," DICE Discussion Papers 325, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    49. João Tovar Jalles & Georgios Karras, 2022. "Private and public consumption: substitutes or complements? [Temporary and permanent government spending in an open economy]," Oxford Economic Papers, Oxford University Press, vol. 74(3), pages 805-819.
    50. João A. C. Santos & Andrew Winton, 2008. "Bank Loans, Bonds, and Information Monopolies across the Business Cycle," Journal of Finance, American Finance Association, vol. 63(3), pages 1315-1359, June.
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    More about this item

    Keywords

    Government spending; Bank loans; SOEs; Private enterprises;
    All these keywords.

    JEL classification:

    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • H50 - Public Economics - - National Government Expenditures and Related Policies - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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