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Do Firms Need Cheaper Credit to Grow? investigating the effectiveness of subsidized earmarked loans

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  • Daniel Grimaldi
  • Jose Renato Haas Ornelas

Abstract

This paper explores a unique event that abruptly and unexpectedly increased the subsidy levels associated with a traditional earmarked credit line in Brazil. Using a local difference-in-differences approach, we find strikingly different results depending on firms’ size. For mid-large firms, despite an increase in subsidy intake of almost 90%, there were no relevant effects on employment or debt, suggesting they mostly used new loans to replace older (more expensive) debt. For smaller firms, we observed a similar increase in the dosage of subsidies, but we also saw an increase in earmarked debt (roughly 75%) and employment (around 6% in the number of employees and 10% in the payroll). However, all labor-related effects were short-lived and vanished after two years. A cost-effectiveness analysis for a two-year window shows that monthly credit subsidies were higher than the increase in the affected firm’s monthly payroll by BRL 393 for micro and small firms and by BRL 165,685 for mid-large firms.

Suggested Citation

  • Daniel Grimaldi & Jose Renato Haas Ornelas, 2024. "Do Firms Need Cheaper Credit to Grow? investigating the effectiveness of subsidized earmarked loans," Working Papers Series 599, Central Bank of Brazil, Research Department.
  • Handle: RePEc:bcb:wpaper:599
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    File URL: https://www.bcb.gov.br/content/publicacoes/WorkingPaperSeries/WP599v2.pdf
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    References listed on IDEAS

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    1. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    2. 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.
    3. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    4. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    5. Choi, Sangyup & Furceri, Davide & Huang, Yi & Loungani, Prakash, 2018. "Aggregate uncertainty and sectoral productivity growth: The role of credit constraints," Journal of International Money and Finance, Elsevier, vol. 88(C), pages 314-330.
    6. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    7. 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.
    8. Shyam-Sunder, Lakshmi & C. Myers, Stewart, 1999. "Testing static tradeoff against pecking order models of capital structure," Journal of Financial Economics, Elsevier, vol. 51(2), pages 219-244, February.
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