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Upstream subsidy or downstream subsidy? A quantitative analysis of credit subsidy in China

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  • Song, Hengxu
  • Yang, Zhongchao
  • Zhou, Yue

Abstract

We construct a multi-industry general equilibrium model to study the effects of industrial credit policies. This model is characterized by firm heterogeneity, credit constraints, and production network. We calibrate the model using data from China and show that downstream industries face much tighter credit constraints than upstream industries. However, the key finding of our model is that upstream credit subsidy is more effective than downstream subsidy in increasing aggregate output and capital stock. The input–output linkages between upstream and downstream industries are the driving force behind this outcome. Our research also suggests that credit subsidy might encourage firms to use more capital and less labor in production. We extend the benchmark model to several industries and show that our key result is robust.

Suggested Citation

  • Song, Hengxu & Yang, Zhongchao & Zhou, Yue, 2023. "Upstream subsidy or downstream subsidy? A quantitative analysis of credit subsidy in China," Economic Modelling, Elsevier, vol. 129(C).
  • Handle: RePEc:eee:ecmode:v:129:y:2023:i:c:s0264999323003516
    DOI: 10.1016/j.econmod.2023.106539
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    as
    1. Oleg Itskhoki & Benjamin Moll, 2019. "Optimal Development Policies With Financial Frictions," Econometrica, Econometric Society, vol. 87(1), pages 139-173, January.
    2. Enghin Atalay, 2017. "How Important Are Sectoral Shocks?," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 254-280, October.
    3. Saki Bigio & Jennifer La’O, 2020. "Distortions in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2187-2253.
    4. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    5. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    6. Zheng Liu & Pengfei Wang & Zhiwei Xu, 2021. "Interest Rate Liberalization and Capital Misallocations," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 373-419, April.
    7. Guerrieri, Luca & Iacoviello, Matteo, 2017. "Collateral constraints and macroeconomic asymmetries," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 28-49.
    8. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    9. Francisco J. Buera & Benjamin Moll, 2015. "Aggregate Implications of a Credit Crunch: The Importance of Heterogeneity," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 1-42, July.
    10. Shea, John S, 2002. "Complementarities and Comovements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 412-433, May.
    11. 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.
    12. Timothy J. Kehoe & Kim J. Ruhl & Joseph B. Steinberg, 2018. "Global Imbalances and Structural Change in the United States," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 761-796.
    13. Zheng Liu & Pengfei Wang & Tao Zha, 2013. "Land‐Price Dynamics and Macroeconomic Fluctuations," Econometrica, Econometric Society, vol. 81(3), pages 1147-1184, May.
    14. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    15. Long, John B, Jr & Plosser, Charles I, 1983. "Real Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 91(1), pages 39-69, February.
    16. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    17. Hyeok Jeong & Robert Townsend, 2007. "Sources of TFP growth: occupational choice and financial deepening," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 32(1), pages 179-221, July.
    18. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    19. Zhang, Xuan & Zhang, Yongmin & Scheffel, Eric & Zhao, Yang, 2022. "A key driver for the mixed relationship between loan risk premiums and collateral: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 83(C).
    20. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    21. Francisco Buera & Benjamin Moll & Yongseok Shin, 2013. "Well-Intended Policies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 216-230, January.
    22. Ernest Liu, 2019. "Industrial Policies in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1883-1948.
    23. Chen, Pu & Wang, Chunyang & Liu, Yangyan, 2015. "Real estate prices and firm borrowings: Micro evidence from China," China Economic Review, Elsevier, vol. 36(C), pages 296-308.
    24. Dupor, Bill, 1999. "Aggregation and irrelevance in multi-sector models," Journal of Monetary Economics, Elsevier, vol. 43(2), pages 391-409, April.
    25. Dominick Bartelme & Yuriy Gorodnichenko, 2015. "Linkages and Economic Development," NBER Working Papers 21251, National Bureau of Economic Research, Inc.
    26. Pan, Xiaofei & Tian, Gary Gang, 2016. "Family control and loan collateral: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 53-68.
    27. Michael Horvath, 1998. "Cyclicality and Sectoral Linkages: Aggregate Fluctuations from Independent Sectoral Shocks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(4), pages 781-808, October.
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    More about this item

    Keywords

    Credit subsidy; Production network; Firm heterogeneity; China economy;
    All these keywords.

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • L52 - Industrial Organization - - Regulation and Industrial Policy - - - Industrial Policy; Sectoral Planning Methods
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy

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