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Macroeconomic and Financial Consequences of the After Crisis Government-Driven Credit Expansion in Brazil

Author

Listed:
  • Marco Bonomo
  • Ricardo Brito
  • Bruno Martins

Abstract

Government-driven credit had an important role in countervailing private credit crunch in Brazil during the recent financial crisis. However, government credit concessions continued to expand after the economy recovered. This paper investigates some important features of this expansion using a huge repository of loan contracts between banks and firms, composing an unbalanced panel of almost 1 million firms between 2004 and 2012. We show that earmarked funds have been particularly important for sectors intensive in positive social externalities. However, those sectors were not the main beneficiaries of the strong expansion in earmarked credit observed since the crisis. Our results also show that larger, older and less risky firms have benefited most from the government sponsored credit expansion. Additionally, although a higher access to earmarked credit tends to lead to higher leverage, the effect on investment appears to be insignificant for publicly traded firms. Since interest rates on earmarked loans are lower than the market interest rates, firms with higher access to this type of loan tend to lower cost of debt.

Suggested Citation

  • Marco Bonomo & Ricardo Brito & Bruno Martins, 2014. "Macroeconomic and Financial Consequences of the After Crisis Government-Driven Credit Expansion in Brazil," Working Papers Series 378, Central Bank of Brazil, Research Department.
  • Handle: RePEc:bcb:wpaper:378
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    References listed on IDEAS

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    1. Aloisio Araujo & Bruno Funchal & Rafael Ferreira, 2010. "The Brazilian Bankruptcy Law Experiment," Fucape Working Papers 23, Fucape Business School.
    2. Sapienza, Paola, 2004. "The effects of government ownership on bank lending," Journal of Financial Economics, Elsevier, vol. 72(2), pages 357-384, May.
    3. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    4. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    5. João Alberto De Negri & Alessandro Maffioli & César Rodríguez & Gonzalo Vázquez, 2011. "The Impact of Public Credit Programs on Brazilian Firms," IDB Publications (Working Papers) 61998, Inter-American Development Bank.
    6. Abhijit V. Banerjee, 1997. "A Theory of Misgovernance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1289-1332.
    7. Fernando Nascimento de Oliveira, 2009. "Effects of Monetary Policy on Firms in Brazil: An Empirical Analysis of the Balance of the Balance Sheet Channel," Premio de Banca Central Rodrigo Gómez / Central Banking Award "Rodrigo Gómez", Centro de Estudios Monetarios Latinoamericanos, CEMLA, number prg2009eng, July-Dece.
    8. Inoue, Carlos F. K. V. & Lazzarini, Sérgio G. & Musacchio, Aldo, 2012. "Leviathan as a Minority Shareholder: Firm-Level Implications of Equity Purchases by the State," Insper Working Papers wpe_282, Insper Working Paper, Insper Instituto de Ensino e Pesquisa.
    9. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    10. de Oliveira, Fernando Nascimento, 2009. "Effects of Monetary Policy on Firms in Brazil: An Empirical Analysis of the Balance Sheet Channel," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 29(2), December.
    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. Michael T. Owyang & Valerie A. Ramey & Sarah Zubairy, 2013. "Are government spending multipliers greater during periods of slack? evidence from 20th century historical data," Working Papers 2013-004, Federal Reserve Bank of St. Louis.
    13. Fernando Nascimento de Oliveira, 2009. "Efectos de la política monetaria sobre las empresas en Brasil: análisis empírico del canal del balance general," Premio de Banca Central Rodrigo Gómez / Central Banking Award "Rodrigo Gómez", Centro de Estudios Monetarios Latinoamericanos, CEMLA, number prg2009, July-Dece.
    14. Fardoust, Shahrokh & Ravishankar, V.J., 2013. "Subnational fiscal policy in large developing countries : some lessons from the 2008-09 crisis for Brazil, China and India," Policy Research Working Paper Series 6409, The World Bank.
    15. Michael T. Owyang & Valerie A. Ramey & Sarah Zubairy, 2013. "Are Government Spending Multipliers Greater during Periods of Slack? Evidence from Twentieth-Century Historical Data," American Economic Review, American Economic Association, vol. 103(3), pages 129-134, May.
    16. Arminio Fraga, 2004. "Latin America since the 1990s: Rising from the Sickbed?," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 89-106, Spring.
    17. Oliver Hart & Andrei Shleifer & Robert W. Vishny, 1997. "The Proper Scope of Government: Theory and an Application to Prisons," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1127-1161.
    18. Levy Yeyati, Eduardo & Micco, Alejandro & Panizza, Ugo, 2004. "Should the Government Be in the Banking Business?: The Role of State-Owned and Development Banks," IDB Publications (Working Papers) 1543, Inter-American Development Bank.
    19. João Alberto De Negri & Alessandro Maffioli & Cesar M. Rodriguez & Gonzalo Vázquez, 2011. "The Impact of Public Credit Programs on Brazilian Firms," SPD Working Papers 1103, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    20. De Mello, João Manoel P. & Garcia, Márcio G.P., 2012. "Bye, bye financial repression, hello financial deepening: The anatomy of a financial boom," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(2), pages 135-153.
    21. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    22. Eduardo Luis Lundberg, 2011. "Bancos Oficiais e Crédito Direcionado – o que diferencia o mercado de crédito brasileiro?," Working Papers Series 258, Central Bank of Brazil, Research Department.
    23. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 33-60.
    24. Oliveira, Fernando Nascimento, 2016. "The External Finance Premium in Brazil: Empirical Analyses Using State Space Models," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 36(1), March.
    25. Christiano A. Coelho & João M.P. De Mello & Bruno Funchal, 2012. "The Brazilian Payroll Lending Experiment," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 925-934, November.
    26. Araujo, Aloisio P. & Ferreira, Rafael V.X. & Funchal, Bruno, 2012. "The Brazilian bankruptcy law experience," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 994-1004.
    27. Daniel Carvalho, 2014. "The Real Effects of Government-Owned Banks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 69(2), pages 577-609, April.
    28. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    29. Valerie Ramey & Sarah Zubairy & Michael Owyang, 2013. "Are Government Spending Multipliers State Dependent? Evidence from U.S. and Canadian Historical Data," 2013 Meeting Papers 290, Society for Economic Dynamics.
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