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Non-Performing Loans, Fiscal Costs and Credit Expansion in China

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Listed:
  • Huixin Bi
  • Yongquan Cao
  • Wei Dong

Abstract

This paper studies how the credit expansion policy pursued by the Chinese government in an effort to stimulate its economy in the post-crisis period affects bank–firm loan contracts and the macroeconomy. We build a structural model with financial frictions in which the optimal loan contract reflects the trade-off between leverage and the probability of default. Credit expansion is introduced in the form of the government's partial guarantee on bank loans to (i) general production firms or (ii) infrastructure producers. We show that in the case of general credit expansion, more persistent credit shocks lead to higher credit multipliers at all horizons, as the benefits of persistently alleviating firms' borrowing constraint outweigh the costs associated with higher non-performing loans. We also show that a more persistent targeted credit expansion raises the production of infrastructure goods. However, higher infrastructure production not only boosts the public capital stock and generates positive externalities, it also crowds out private investment and consumption. With a short-lived targeted credit easing, the expansionary channel of public capital dominates, boosting output. As the credit expansion becomes more persistent, the contractionary channel of lower private investment starts to outweigh the expansionary channel in the medium term.

Suggested Citation

  • Huixin Bi & Yongquan Cao & Wei Dong, 2018. "Non-Performing Loans, Fiscal Costs and Credit Expansion in China," Staff Working Papers 18-53, Bank of Canada.
  • Handle: RePEc:bca:bocawp:18-53
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    References listed on IDEAS

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    1. Chang, Chun & Liu, Zheng & Spiegel, Mark M. & Zhang, Jingyi, 2019. "Reserve requirements and optimal Chinese stabilization policy," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 33-51.
    2. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    3. repec:oup:qjecon:v:129:y:2013:i:1:p:1-59 is not listed on IDEAS
    4. Thomas Lubik & Frank Schorfheide, 2006. "A Bayesian Look at New Open Economy Macroeconomics," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 313-382, National Bureau of Economic Research, Inc.
    5. Chong-En Bai & Chang-Tai Hsieh & Zheng Michael Song, 2016. "The Long Shadow of a Fiscal Expansion," NBER Working Papers 22801, National Bureau of Economic Research, Inc.
    6. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    7. Leeper, Eric M. & Walker, Todd B. & Yang, Shu-Chun S., 2010. "Government investment and fiscal stimulus," Journal of Monetary Economics, Elsevier, vol. 57(8), pages 1000-1012, November.
    8. Ouyang, Min & Peng, Yulei, 2015. "The treatment-effect estimation: A case study of the 2008 economic stimulus package of China," Journal of Econometrics, Elsevier, vol. 188(2), pages 545-557.
    9. 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.
    10. Chun Chang & Kaiji Chen & Daniel F. Waggoner & Tao Zha, 2016. "Trends and Cycles in China's Macroeconomy," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 1-84.
    11. Harald Uhlig, 2010. "Some Fiscal Calculus," American Economic Review, American Economic Association, vol. 100(2), pages 30-34, May.
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    Cited by:

    1. Wei Dong & Geoffrey Dunbar & Christian Friedrich & Dmitry Matveev & Romanos Priftis & Lin Shao, 2021. "Complementarities Between Fiscal Policy and Monetary Policy—Literature Review," Discussion Papers 2021-4, Bank of Canada.

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    More about this item

    Keywords

    Credit and credit aggregates; Fiscal Policy; International topics;
    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
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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