IDEAS home Printed from https://ideas.repec.org/p/eti/dpaper/20082.html
   My bibliography  Save this paper

Firm Growth, Financial Constraints, and Policy-Based Finance

Author

Listed:
  • Tim E. DORE
  • OKAZAKI Tetsuji
  • ONISHI Ken
  • WAKAMORI Naoki

Abstract

This paper investigates how additional credit supply affects the growth of small and medium enterprises (SMEs) by looking at a unique policy-based, small business lending program in Japan. Combining the loan-level data provided by the Japan Finance Corporation with the financial statement database for SMEs, we compare outcomes between SMEs receiving the loan (treated group) and SMEs not receiving the loan (control group). We find that policy-based credit supply increases investment and employment, which results in a higher long-run growth rate of SMEs. SMEs increase their asset value and hire more employees immediately after the credit supply and the effects stay persistent over years. On the other hand, sales increases gradually over years, which suggests that the credit supply changes the growth rate of SMEs, though we cannot detect any improvement in labor productivity. The persistent differences in long- and short-term loans between treated and control groups may suggest that SMEs are indeed credit constrained and face difficulty finding alternative financing sources.

Suggested Citation

  • Tim E. DORE & OKAZAKI Tetsuji & ONISHI Ken & WAKAMORI Naoki, 2020. "Firm Growth, Financial Constraints, and Policy-Based Finance," Discussion papers 20082, Research Institute of Economy, Trade and Industry (RIETI).
  • Handle: RePEc:eti:dpaper:20082
    as

    Download full text from publisher

    File URL: https://www.rieti.go.jp/jp/publications/dp/20e082.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Laurent Bach, 2014. "Are Small Businesses Worthy of Financial Aid? Evidence from a French Targeted Credit Program," Review of Finance, European Finance Association, vol. 18(3), pages 877-919.
    2. Cowling, Marc, 2010. "The role of loan guarantee schemes in alleviating credit rationing in the UK," Journal of Financial Stability, Elsevier, vol. 6(1), pages 36-44, April.
    3. Brian S. Chen & Samuel G. Hanson & Jeremy C. Stein, 2017. "The Decline of Big-Bank Lending to Small Business: Dynamic Impacts on Local Credit and Labor Markets," NBER Working Papers 23843, National Bureau of Economic Research, Inc.
    4. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    5. Manasi Deshpande & Yue Li, 2019. "Who Is Screened Out? Application Costs and the Targeting of Disability Programs," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 213-248, November.
    6. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    7. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    8. Heitor Almeida & Murillo Campello & Michael S. Weisbach, 2004. "The Cash Flow Sensitivity of Cash," Journal of Finance, American Finance Association, vol. 59(4), pages 1777-1804, August.
    9. Uesugi, Iichiro & Sakai, Koji & Yamashiro, Guy M., 2010. "The Effectiveness of Public Credit Guarantees in the Japanese Loan Market," Journal of the Japanese and International Economies, Elsevier, vol. 24(4), pages 457-480, December.
    10. Michael Greenstone & Alexandre Mas & Hoai-Luu Nguyen, 2020. "Do Credit Market Shocks Affect the Real Economy? Quasi-experimental Evidence from the Great Recession and "Normal" Economic Times," American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 200-225, February.
    11. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    12. Gian Luca Clementi & Hugo A. Hopenhayn, 2006. "A Theory of Financing Constraints and Firm Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 229-265.
    13. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    14. Federico Cingano & Francesco Manaresi & Enrico Sette, 2016. "Does Credit Crunch Investment Down? New Evidence on the Real Effects of the Bank-Lending Channel," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2737-2773.
    15. Claire Lelarge & David Sraer & David Thesmar, 2010. "Entrepreneurship and Credit Constraints: Evidence from a French Loan Guarantee Program," NBER Chapters, in: International Differences in Entrepreneurship, pages 243-273, National Bureau of Economic Research, Inc.
    16. Mark J. Garmaise, 2008. "Production in Entrepreneurial Firms: The Effects of Financial Constraints on Labor and Capital," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 543-577, April.
    17. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    18. J. David Brown & John S. Earle, 2017. "Finance and Growth at the Firm Level: Evidence from SBA Loans," Journal of Finance, American Finance Association, vol. 72(3), pages 1039-1080, June.
    19. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    20. Wilcox, James A. & Yasuda, Yukihiro, 2019. "Government guarantees of loans to small businesses: Effects on banks’ risk-taking and non-guaranteed lending," Journal of Financial Intermediation, Elsevier, vol. 37(C), pages 45-57.
    Full references (including those not matched with items on IDEAS)

    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. Brown, James R. & Martinsson, Gustav & Thomann, Christian, 2021. "Government lending in a crisis," Journal of Corporate Finance, Elsevier, vol. 71(C).
    2. Bertoni, Fabio & Colombo, Massimo G. & Quas, Anita, 2023. "The long-term effects of loan guarantees on SME performance," Journal of Corporate Finance, Elsevier, vol. 80(C).
    3. Pankaj C. Patel & Mike G. Tsionas, 2022. "Learning‐by‐lending and learning‐by‐repaying: A two‐sided learning model for defaults on Small Business Administration loans," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(4), pages 906-919, June.
    4. Di, Wenhua & Pattison, Nathaniel, 2023. "Industry Specialization and Small Business Lending," Journal of Banking & Finance, Elsevier, vol. 149(C).
    5. James R. Brown & Gustav Martinsson & Christian Thomann, 2015. "What if Firms Could Borrow More? Evidence from a Natural Experiment," CESifo Working Paper Series 5458, CESifo.
    6. Bonfim, Diana & Custódio, Cláudia & Raposo, Clara, 2023. "Supporting small firms through recessions and recoveries," Journal of Financial Economics, Elsevier, vol. 147(3), pages 658-688.
    7. Kim, Mee Jung & Lee, Kyung Min & Brown, J. David & Earle, John S., 2021. "Black Entrepreneurs, Job Creation, and Financial Constraints," IZA Discussion Papers 14403, Institute of Labor Economics (IZA).
    8. J. David Brown & John S. Earle, 2017. "Finance and Growth at the Firm Level: Evidence from SBA Loans," Journal of Finance, American Finance Association, vol. 72(3), pages 1039-1080, June.
    9. Senay Agca & Pablo Slutzky & Stefan Zeume, 2021. "Anti-Money Laundering Enforcement, Banks, and the Real Economy," Working Papers 2021-20, The George Washington University, Institute for International Economic Policy.
    10. Kazakov, Aleksandr & Koetter, Michael & Titze, Mirko & Tonzer, Lena, 2022. "Firm subsidies, financial intermediation, and bank stability," IWH Discussion Papers 24/2022, Halle Institute for Economic Research (IWH).
    11. Kazakov, Aleksandr & Koetter, Michael & Titze, Mirko & Tonzer, Lena, 2022. "Firm subsidies, financial intermediation, and bank risk," IWH Discussion Papers 2/2022, Halle Institute for Economic Research (IWH).
    12. Antonio Accetturo & Giulia Canzian & Michele Cascarano & Maria Lucia Stefani, 2019. "Debt maturity and firm performance: evidence from a quasi-natural experiment," Temi di discussione (Economic working papers) 1250, Bank of Italy, Economic Research and International Relations Area.
    13. Diana Bonfim & Cláudia Custódio, 2021. "The sensitivity of SME’s investment and employment to the cost of debt financing," Working Papers w202115, Banco de Portugal, Economics and Research Department.
    14. William Mullins & Patricio Toro, 2018. "Credit Guarantees and New Bank Relationships," Working Papers Central Bank of Chile 820, Central Bank of Chile.
    15. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    16. Kim, Mee Jung, 2023. "Impact of the Community Reinvestment Act on small business employment in lower income neighborhoods," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    17. Caselli, Stefano & Corbetta, Guido & Cucinelli, Doriana & Rossolini, Monica, 2021. "A survival analysis of public guaranteed loans: Does financial intermediary matter?," Journal of Financial Stability, Elsevier, vol. 54(C).
    18. Bas Scheer & Wiljan van den Berge & Maarten Goos & Alan Manning & Anna Salomons, 2022. "Alternative Work Arrangements and Worker Outcomes: Evidence from Payrolling," CPB Discussion Paper 435, CPB Netherlands Bureau for Economic Policy Analysis.
    19. Cowling, Marc & Ughetto, Elisa & Lee, Neil, 2018. "The innovation debt penalty: Cost of debt, loan default, and the effects of a public loan guarantee on high-tech firms," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 166-176.
    20. Arslan, Ozgur & Florackis, Chrisostomos & Ozkan, Aydin, 2006. "The role of cash holdings in reducing investment-cash flow sensitivity: Evidence from a financial crisis period in an emerging market," Emerging Markets Review, Elsevier, vol. 7(4), pages 320-338, December.

    More about this item

    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:eti:dpaper:20082. 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: TANIMOTO, Toko (email available below). General contact details of provider: https://edirc.repec.org/data/rietijp.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.