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Relaxing credit constraints in emerging economies: The impact of public loans on the productivity of Brazilian manufacturers

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  • Filipe Lage de Sousa
  • Gianmarco I.P. Ottaviano

Abstract

In emerging economies credit constraints are often perceived as one of the most important market frictions hampering firm productivity growth in manufacturing. Huge amount of public money is devoted to the removal of such constraints but its effectiveness is still subject to an intense policy debate. This paper contributes to this debate by analyzing the effects of the Brazilian Development Bank (BNDES) loans. Exploiting the unique features of a dataset on BNDES loans to Brazilian manufactures, it finds that credit constraints facing Brazilian manufacturing firms are real, in particular for firms that apply to BNDES repeatedly, and BNDES support has allowed granted firms to match the performance of similar unconstrained firms but not to outperform them.

Suggested Citation

  • Filipe Lage de Sousa & Gianmarco I.P. Ottaviano, 2018. "Relaxing credit constraints in emerging economies: The impact of public loans on the productivity of Brazilian manufacturers," International Economics, CEPII research center, issue 154, pages 23-47.
  • Handle: RePEc:cii:cepiie:2018-q2-154-3
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    1. David McKenzie, 2010. "Impact Assessments in Finance and Private Sector Development: What Have We Learned and What Should We Learn?," World Bank Research Observer, World Bank Group, vol. 25(2), pages 209-233, August.
    2. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    3. Kalina Manova, 2013. "Credit Constraints, Heterogeneous Firms, and International Trade," Review of Economic Studies, Oxford University Press, vol. 80(2), pages 711-744.
    4. Aghion, Philippe & Angeletos, George-Marios & Banerjee, Abhijit & Manova, Kalina, 2010. "Volatility and growth: Credit constraints and the composition of investment," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 246-265, April.
    5. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2017. "Unobservable, but unimportant? The relevance of usually unobserved variables for the evaluation of labor market policies," Labour Economics, Elsevier, vol. 46(C), pages 14-25.
    6. World Bank, 2013. "The World Bank Annual Report 2013," World Bank Publications, The World Bank, number 16091, July.
    7. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    8. Terra, Maria Cristina Trindade, 2003. "Credit Constraints in Brazilian Firms: Evidence from Panel Data," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 57(2), April.
    9. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    10. Matthias Arnold, Jens & Javorcik, Beata S., 2009. "Gifted kids or pushy parents? Foreign direct investment and plant productivity in Indonesia," Journal of International Economics, Elsevier, vol. 79(1), pages 42-53, September.
    11. José Ernesto López Córdova & Mauricio Mesquita Moreira, 2003. "Regional Integration and Productivity: The Experiences of Brazil and Mexico," IDB Publications (Working Papers) 23438, Inter-American Development Bank.
    12. Antônio Marcos Hoelz Pinto Ambrozio & Filipe Lage de Sousa & João Paulo Martin Faleiros & André Albuquerque Sant'Anna, 2017. "Credit scarcity in developing countries: An empirical investigation using Brazilian firm-level data," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 17(1), pages 73-87.
    13. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    14. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," Review of Economic Studies, Oxford University Press, vol. 75(3), pages 985-985.
    15. 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.
    16. Monica de Bolle, 2015. "Do Public Development Banks Hurt Growth? Evidence from Brazil," Policy Briefs PB15-16, Peterson Institute for International Economics.
    17. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," Review of Economic Studies, Oxford University Press, vol. 81(2), pages 572-607.
    18. Lazzarini, Sergio G. & Musacchio, Aldo & Bandeira-de-Mello, Rodrigo & Marcon, Rosilene, 2015. "What Do State-Owned Development Banks Do? Evidence from BNDES, 2002–09," World Development, Elsevier, vol. 66(C), pages 237-253.
    19. 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.
    20. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    21. Hall, B.H., 2011. "Innovation and productivity," MERIT Working Papers 2011-028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    22. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    23. Pierre Mohnen & Bronwyn Hall, 2013. "Innovation and Productivity: An Update," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 47-65, June.
    24. Aldrighi, Dante Mendes & Bisinha, Rafael, 2010. "Brazilian Listed Companies' Financial Constraints," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 64(1), March.
    25. 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.
    26. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar, 2014. "Unobservable, but Unimportant? The Influence of Personality Traits (and Other Usually Unobserved Variables) for the Estimation of Treatment Effects," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100502, Verein für Socialpolitik / German Economic Association.
    27. Marco Bonomo & Ricardo Brito & Bruno Martins, 2015. "Macroeconomic and Financial Consequences of the Post-Crisis Government-Driven Credit Expansion in Brazil," IDB Publications (Working Papers) 88337, Inter-American Development Bank.
    28. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
    29. Bonomo, Marco & Brito, Ricardo & Martins, Bruno, 2018. "Macroeconomic and Financial Consequences of the Post-Crisis Government-Driven Credit Expansion in Brazil," IDB Publications (Working Papers) 6827, Inter-American Development Bank.
    30. repec:idb:brikps:22958 is not listed on IDEAS
    31. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    32. Irani Arráiz & Marcela Meléndez & Rodolfo Stucchi, 2014. "Partial credit guarantees and firm performance: evidence from Colombia," Small Business Economics, Springer, vol. 43(3), pages 711-724, October.
    33. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    34. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, Oxford University Press, vol. 112(1), pages 169-215.
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    More about this item

    Keywords

    Credit constraints; Firm productivity; Public loans; BNDES;
    All these keywords.

    JEL classification:

    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies

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