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Capital Allocation across Regions, Sectors and Firms: evidence from a commodity boom in Brazil

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  • Paula Bustos
  • Gabriel Garber
  • Jacopo Ponticelli

Abstract

We study the allocation of capital across regions, sectors and firms. In particular, we assess to what extent growth in agricultural productivity can lead to an increase in the supply of credit in industry and services. For this purpose, we identify an exogenous increase in agricultural profits due to the adoption of genetically engineered soy in Brazil. We find that regions with larger increases in agricultural productivity experienced larger increases in local bank deposits. However, there was no increase in local bank lending. Instead, capital was reallocated towards other regions through bank branch networks. This increase in credit supply affected firms' credit access through the extensive and intensive margin. First, regions with more bank branches receiving funds from soy areas experienced an increase in credit market participation of small and medium sized firms. In addition, banks experiencing faster deposit growth in soy areas increased their lending to firms with whom they had preexisting relationships. In turn, these firms grew faster in terms of employment and wage bill. Our estimates imply that the elasticity of firm growth to credit is largest in the manufacturing sector. These findings suggest that agricultural productivity growth can lead to structural transformation through a financial channel.

Suggested Citation

  • Paula Bustos & Gabriel Garber & Jacopo Ponticelli, 2016. "Capital Allocation across Regions, Sectors and Firms: evidence from a commodity boom in Brazil," Working Papers Series 444, Central Bank of Brazil, Research Department.
  • Handle: RePEc:bcb:wpaper:444
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    1. Gine, Xavier & Townsend, Robert M., 2004. "Evaluation of financial liberalization: a general equilibrium model with constrained occupation choice," Journal of Development Economics, Elsevier, pages 269-307.
    2. Mary Amiti & David E. Weinstein, 2011. "Exports and Financial Shocks," The Quarterly Journal of Economics, Oxford University Press, pages 1841-1877.
    3. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, pages 1964-2002.
    4. Becker, Bo, 2007. "Geographical segmentation of US capital markets," Journal of Financial Economics, Elsevier, vol. 85(1), pages 151-178, July.
    5. Francesco Caselli & Nicola Gennaioli, 2013. "Dynastic Management," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 971-996, January.
    6. Erik Gilje & Elena Loutskina & Philip E. Strahan, 2013. "Exporting Liquidity: Branch Banking and Financial Integration," NBER Working Papers 19403, National Bureau of Economic Research, Inc.
    7. Kevin M. Murphy & Andrei Shleifer & Robert Vishny, 1989. "Income Distribution, Market Size, and Industrialization," The Quarterly Journal of Economics, Oxford University Press, vol. 104(3), pages 537-564.
    8. Hicks, J. R., 1969. "A Theory of Economic History," OUP Catalogue, Oxford University Press, number 9780198811633.
    9. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, pages 22-53.
    10. Nathan Nunn & Nancy Qian, 2011. "The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 126(2), pages 593-650.
    11. Paula Bustos & Bruno Caprettini & Jacopo Ponticelli, 2016. "Agricultural Productivity and Structural Transformation: Evidence from Brazil," American Economic Review, American Economic Association, pages 1320-1365.
    12. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2015. "Entrepreneurship and Financial Frictions: A Macrodevelopment Perspective," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 409-436, August.
    13. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, pages 688-726.
    14. Rajkamal Iyer & José-Luis Peydró & Samuel da-Rocha-Lopes & Antoinette Schoar, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007--2009 Crisis," Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 347-372, January.
    15. David McKenzie & Christopher Woodruff, 2008. "Experimental Evidence on Returns to Capital and Access to Finance in Mexico," World Bank Economic Review, World Bank Group, vol. 22(3), pages 457-482, November.
    16. Acemoglu, Daron & Zilibotti, Fabrizio, 1997. "Was Prometheus Unbound by Chance? Risk, Diversification, and Growth," Journal of Political Economy, University of Chicago Press, vol. 105(4), pages 709-751, August.
    17. Paula Bustos & Bruno Caprettini & Jacopo Ponticelli, 2016. "Agricultural Productivity and Structural Transformation: Evidence from Brazil," American Economic Review, American Economic Association, pages 1320-1365.
    18. Raghuram G. Rajan & Rodney Ramcharan, 2011. "Land and Credit: A Study of the Political Economy of Banking in the United States in the Early 20th Century," Journal of Finance, American Finance Association, vol. 66(6), pages 1895-1931, December.
    19. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, pages 1413-1442.
    20. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, Oxford University Press, pages 1403-1448.
    21. Banerjee, Abhijit V. & Duflo, Esther, 2005. "Growth Theory through the Lens of Development Economics," Handbook of Economic Growth,in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 7, pages 473-552 Elsevier.
    22. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    23. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    24. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, pages 3186-3221.
    25. Suresh de Mel & David McKenzie & Christopher Woodruff, 2009. "Returns to Capital in Microenterprises: Evidence from a Field Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 124(1), pages 423-423.
    26. Era Dabla-Norris & Yan Ji & Robert M. Townsend & D. Filiz Unsal, 2015. "Distinguishing Constraints on Financial Inclusion and Their Impact on GDP, TFP, and Inequality," NBER Working Papers 20821, National Bureau of Economic Research, Inc.
    27. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, pages 1964-2002.
    28. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth,in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934 Elsevier.
    29. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, pages 1413-1442.
    30. Richard Hornbeck & Pinar Keskin, 2014. "The Historically Evolving Impact of the Ogallala Aquifer: Agricultural Adaptation to Groundwater and Drought," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 190-219, January.
    31. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, pages 422-458.
    32. Paxson, Christina H, 1992. "Using Weather Variability to Estimate the Response of Savings to Transitory Income in Thailand," American Economic Review, American Economic Association, pages 15-33.
    33. Jeong, Hyeok & Townsend, Robert M., 2008. "Growth And Inequality: Model Evaluation Based On An Estimation-Calibration Strategy," Macroeconomic Dynamics, Cambridge University Press, pages 231-284.
    34. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, pages 422-458.
    35. Jeong, Hyeok & Townsend, Robert M., 2008. "Growth And Inequality: Model Evaluation Based On An Estimation-Calibration Strategy," Macroeconomic Dynamics, Cambridge University Press, pages 231-284.
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    Cited by:

    1. M. Ali Choudhary & Nicola Limodio, 2017. "Deposit Volatility, Liquidity and Long-Term Investment: Evidence from a Natural Experiment in Pakistan," Working Papers 613, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.

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