IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/24436.html
   My bibliography  Save this paper

Do Financial Frictions Explain Chinese Firms’ Saving and Misallocation?

Author

Listed:
  • Yan Bai
  • Dan Lu
  • Xu Tian

Abstract

We use firm-level data to identify financial frictions in China and explore the extent to which they can explain firms' saving and capital misallocation. We first document the features of the data in terms of firm dynamics and debt financing. State-owned firms have higher leverage and pay much lower interest rates than non-SOEs. Among privately owned firms, smaller firms have lower leverage, face higher interest rates, and operate with a higher marginal product of capital. We then develop a heterogeneous-firm model with two types of financial frictions, default risk, and a fixed cost of issuing loans. Our model generates endogenous borrowing constraints as banks consider the firm's productivity, asset, and debt when providing a loan. Using evidence on the firm size distribution and financing patterns, we estimate the model and find it can explain aggregate firms' saving and investment and around 50 percent of the dispersion in the marginal product of capital within private firms, which translates into a TFP loss as high as 12%.

Suggested Citation

  • Yan Bai & Dan Lu & Xu Tian, 2018. "Do Financial Frictions Explain Chinese Firms’ Saving and Misallocation?," NBER Working Papers 24436, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:24436
    Note: EFG IFM
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w24436.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Arellano, Cristina & Bai, Yan & Zhang, Jing, 2012. "Firm dynamics and financial development," Journal of Monetary Economics, Elsevier, vol. 59(6), pages 533-549.
    2. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    3. Tauchen, George & Hussey, Robert, 1991. "Quadrature-Based Methods for Obtaining Approximate Solutions to Nonlinear Asset Pricing Models," Econometrica, Econometric Society, vol. 59(2), pages 371-396, March.
    4. Pengfei Wang & Yi Wen & Zhiwei Xu, 2012. "Two-way capital flows and global imbalances: a neoclassical approach," Working Papers 2012-016, Federal Reserve Bank of St. Louis.
    5. 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.
    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. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    8. Ricardo J. Caballero & Emmanuel Farhi & Pierre-Olivier Gourinchas, 2008. "An Equilibrium Model of "Global Imbalances" and Low Interest Rates," American Economic Review, American Economic Association, vol. 98(1), pages 358-393, March.
    9. Andrea Gamba & Alexander Triantis, 2008. "The Value of Financial Flexibility," Journal of Finance, American Finance Association, vol. 63(5), pages 2263-2296, October.
    10. Joel M. David & Venky Venkateswaran, 2019. "The Sources of Capital Misallocation," American Economic Review, American Economic Association, vol. 109(7), pages 2531-2567, July.
    11. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    12. Arthur Korteweg, 2010. "The Net Benefits to Leverage," Journal of Finance, American Finance Association, vol. 65(6), pages 2137-2170, December.
    13. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    14. Francisco J. Buera & Yongseok Shin, 2017. "Productivity Growth and Capital Flows: The Dynamics of Reforms," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(3), pages 147-185, July.
    15. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    16. Dennis Tao Yang, 2012. "Aggregate Savings and External Imbalances in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 125-146, Fall.
    17. Eisfeldt, Andrea L. & Muir, Tyler, 2016. "Aggregate external financing and savings waves," Journal of Monetary Economics, Elsevier, vol. 84(C), pages 116-133.
    18. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    19. Adriano A. Rampini & S. Viswanathan, 2010. "Collateral, Risk Management, and the Distribution of Debt Capacity," Journal of Finance, American Finance Association, vol. 65(6), pages 2293-2322, December.
    20. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yan Bai & Keyu Jin & Dan Lu, 2019. "Misallocation Under Trade Liberalization," NBER Working Papers 26188, National Bureau of Economic Research, Inc.
    2. Wang, Wenya & Yang, Ei, 2023. "Multi-product firms and misallocation," Journal of Development Economics, Elsevier, vol. 163(C).
    3. Fang, Jing & He, Hui & Li, Nan, 2020. "China's rising IQ (Innovation Quotient) and growth: Firm-level evidence," Journal of Development Economics, Elsevier, vol. 147(C).
    4. Wenjing Duan & Pedro S. Martins, 2022. "Rent sharing in China: Magnitude, heterogeneity and drivers," British Journal of Industrial Relations, London School of Economics, vol. 60(1), pages 176-219, March.
    5. Augier, Laurent & Yin, Chao, 2022. "Financial market economy vs self-financing economy and the role of risk aversion," International Economics, Elsevier, vol. 172(C), pages 15-28.
    6. Tang, Le, 2022. "The dynamic demand for capital and labor: Evidence from Chinese industrial firms," Economic Modelling, Elsevier, vol. 107(C).
    7. Ding, Haoyuan & Ni, Bei & Xue, Chang & Zhang, Xiaoyu, 2022. "Land holdings and outward foreign direct investment: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 124(C).
    8. Gu, Shijun & Jia, Chengcheng, 2022. "Firm dynamics and SOE transformation during China’s Economic Reform," Journal of International Money and Finance, Elsevier, vol. 127(C).
    9. Marios Karabarbounis & Patrick Macnamara, 2019. "Misallocation and Credit Market Constraints: the Role of Long-Term Financing," Working Paper 19-1, Federal Reserve Bank of Richmond.
    10. Bai, Yan & Jin, Keyu & Lu, Dan, 2024. "Misallocation under trade liberalization," LSE Research Online Documents on Economics 124221, London School of Economics and Political Science, LSE Library.
    11. Feng, Ling & Lang, Henan & Pei, Tingting, 2022. "Zombie firms and corporate savings: Evidence from Chinese manufacturing firms," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 551-564.
    12. Wang, Wenya & Xu, Qiyu & Yang, Ei, 2024. "Bargaining power and trade credit: The heterogeneous effect of credit contractions," Journal of Banking & Finance, Elsevier, vol. 161(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Matthias Kehrig & Nicolas Vincent, 2017. "Do Firms Mitigate or Magnify Capital Misallocation? Evidence from Planet-Level Data," CESifo Working Paper Series 6401, CESifo.
    2. Xu Tian & Dan Lu & Yan Bai, 2016. "Do Financial Frictions Explain Chinese Firms’ Saving and Misallocation," 2016 Meeting Papers 998, Society for Economic Dynamics.
    3. Simone Lenzu & Francesco Manaresi, 2019. "Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs," Questioni di Economia e Finanza (Occasional Papers) 485, Bank of Italy, Economic Research and International Relations Area.
    4. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    5. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    6. Gondhi, Naveen, 2023. "Rational inattention, misallocation, and the aggregate economy," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 50-75.
    7. Juliana Salomao & Liliana Varela, 2022. "Exchange Rate Exposure and Firm Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 481-514.
    8. Huiyu Li, 2015. "Leverage and Productivity," Discussion Papers 15-015, Stanford Institute for Economic Policy Research.
    9. Gu, Shijun & Jia, Chengcheng, 2022. "Firm dynamics and SOE transformation during China’s Economic Reform," Journal of International Money and Finance, Elsevier, vol. 127(C).
    10. Sylvain Catherine & Thomas Chaney & Zongbo Huang & David Sraer & David Thesmar, 2022. "Quantifying Reduced‐Form Evidence on Collateral Constraints," Journal of Finance, American Finance Association, vol. 77(4), pages 2143-2181, August.
    11. Strebulaev, Ilya A. & Whited, Toni M., 2012. "Dynamic Models and Structural Estimation in Corporate Finance," Foundations and Trends(R) in Finance, now publishers, vol. 6(1–2), pages 1-163, November.
    12. Felipe Saffie & Liliana Varela & Kei-Mu Yi, 2020. "The Micro and Macro Dynamics of Capital Flows," NBER Working Papers 27371, National Bureau of Economic Research, Inc.
    13. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.
    14. Schroth, Josef, 2023. "Capital flows and growth across developing countries," Journal of International Money and Finance, Elsevier, vol. 137(C).
    15. Ruiz-García, J. C., 2021. "Financial Frictions, Firm Dynamics and the Aggregate Economy: Insights from Richer Productivity Processes," Cambridge Working Papers in Economics 2157, Faculty of Economics, University of Cambridge.
    16. Chen, Guowen & Herrera, Ana María & Lugauer, Steven, 2022. "Policy and misallocation: Evidence from Chinese firm-level data," European Economic Review, Elsevier, vol. 149(C).
    17. Andrea L. Eisfeldt & Yu Shi, 2018. "Capital Reallocation," NBER Working Papers 25085, National Bureau of Economic Research, Inc.
    18. Joel M. David & Venky Venkateswaran, 2019. "The Sources of Capital Misallocation," American Economic Review, American Economic Association, vol. 109(7), pages 2531-2567, July.
    19. Alam, M. Jahangir, 2020. "Capital misallocation: Cyclicality and sources," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    20. Fabiano Schivardi & Enrico Sette & Guido Tabellini, 2022. "Credit Misallocation During the European Financial Crisis," The Economic Journal, Royal Economic Society, vol. 132(641), pages 391-423.

    More about this item

    JEL classification:

    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • G3 - Financial Economics - - Corporate Finance and Governance

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:24436. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.