IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/15647.html
   My bibliography  Save this paper

Finance and Misallocation: Evidence from Plant-level Data

Author

Listed:
  • Virgiliu Midrigan
  • Daniel Yi Xu

Abstract

We study a model of industry dynamics in which idiosyncratic risk is uninsurable and establishments are subject to a financing constraint. We ask: does the model, when parameterized to match salient characteristics of plant-level data (Colombia and South Korea), predict large aggregate TFP losses from misallocation of factors across productive units? Our answer is: no. We estimate financing frictions that are fairly large: one-half of the establishments in both countries are constrained and face an external finance premium of 5% on average. Efficient establishments are, nonetheless, able to accumulate internal funds and quickly grow out of their borrowing constraints. Parameterizations of the model that hinder this process of internal accumulation can, in principle, cause very large TFP losses. Such parameterizations are, however, at odds with important features of plant-level data, most notably the difference in returns to factors across establishments that expand/contract (young vs. old) and the variability and persistence of plant-level sales.

Suggested Citation

  • Virgiliu Midrigan & Daniel Yi Xu, 2010. "Finance and Misallocation: Evidence from Plant-level Data," NBER Working Papers 15647, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:15647
    Note: EFG PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w15647.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. James R. Tybout, 2000. "Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 11-44, March.
    2. Basu, Susanto & Fernald, John G., 1995. "Are apparent productive spillovers a figment of specification error?," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 165-188, August.
    3. Simon Gilchrist & Jae W. Sim, 2007. "Investment during the Korean Financial Crisis: A Structural Econometric Analysis," NBER Working Papers 13315, National Bureau of Economic Research, Inc.
    4. S.K. Bhutani, 2009. "China and India," India Quarterly: A Journal of International Affairs, , vol. 65(4), pages 383-391, October.
    5. Nezih Guner & Gustavo Ventura & Xu Yi, 2008. "Macroeconomic Implications of Size-Dependent Policies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 721-744, October.
    6. Christopher A. Hennessy & Toni M. Whited, 2007. "How Costly Is External Financing? Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 62(4), pages 1705-1745, August.
    7. Mark Gertler & Simon Gilchrist & Fabio M. Natalucci, 2007. "External Constraints on Monetary Policy and the Financial Accelerator," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2‐3), pages 295-330, March.
    8. Ricardo Lagos, 2006. "A Model of TFP," Review of Economic Studies, Oxford University Press, vol. 73(4), pages 983-1007.
    9. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    10. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1403-1448.
    11. Andrew Atkeson & Patrick J. Kehoe, 2007. "Modeling the Transition to a New Economy: Lessons from Two Technological Revolutions," American Economic Review, American Economic Association, vol. 97(1), pages 64-88, March.
    12. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, Oxford University Press, vol. 129(3), pages 1035-1084.
    13. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    14. Thomas F. Cooley & Vincenzo Quadrini, 2001. "Financial Markets and Firm Dynamics," American Economic Review, American Economic Association, vol. 91(5), pages 1286-1310, December.
    15. Jae Sim & Simon Gilchrist, 2007. "Investment during the Korean financial crisis: A structural econometric approach," 2007 Meeting Papers 53, Society for Economic Dynamics.
    16. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    17. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    18. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    19. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    20. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    21. Basu, Susanto & Fernald, John G, 1997. "Returns to Scale in U.S. Production: Estimates and Implications," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 249-283, April.
    22. Tobias J. Moskowitz & Annette Vissing-Jørgensen, 2002. "The Returns to Entrepreneurial Investment: A Private Equity Premium Puzzle?," American Economic Review, American Economic Association, vol. 92(4), pages 745-778, September.
    23. Ricardo J. Caballero & Eduardo M. R. A. Engel & John C. Haltiwanger, 1995. "Plant-Level Adjustment and Aggregate Investment Dynamics," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(2), pages 1-54.
    24. Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-938, October.
    25. 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.
    26. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2000. "A New Database on the Structure and Development of the Financial Sector," World Bank Economic Review, World Bank Group, vol. 14(3), pages 597-605, September.
    27. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    28. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
    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. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    2. Lopez-Martin, Bernabe & Perez-Reyna, David, 2021. "Contracts, firm dynamics, and aggregate productivity," Journal of Economic Dynamics and Control, Elsevier, vol. 130(C).
    3. Diego Restuccia & Richard Rogerson, 2013. "Misallocation and productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 1-10, January.
    4. Eslava, Marcela & Haltiwanger, John C. & Kugler, Adriana & Kugler, Maurice, 2009. "Trade Reforms and Market Selection: Evidence from Manufacturing Plants in Colombia," IZA Discussion Papers 4256, Institute of Labor Economics (IZA).
    5. D'Erasmo, Pablo N. & Moscoso Boedo, Hernan J., 2012. "Financial structure, informality and development," Journal of Monetary Economics, Elsevier, vol. 59(3), pages 286-302.
    6. Bento, Pedro & Restuccia, Diego, 2021. "On average establishment size across sectors and countries," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 220-242.
    7. Neira, Julian, 2019. "Bankruptcy and cross-country differences in productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 359-381.
    8. Bah, El-hadj & Fang, Lei, 2015. "Impact of the business environment on output and productivity in Africa," Journal of Development Economics, Elsevier, vol. 114(C), pages 159-171.
    9. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    10. Goyette, Jonathan & Gallipoli, Giovanni, 2015. "Distortions, efficiency and the size distribution of firms," Journal of Macroeconomics, Elsevier, vol. 45(C), pages 202-221.
    11. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    12. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    13. Stephen Ayerst, 2016. "Idiosyncratic Distortions and Technology Adoption," Working Papers tecipa-571, University of Toronto, Department of Economics.
    14. Zheng (Michael) Song & Guiying (Laura) Wu, 2013. "A Structural Estimation on Capital Market Distortions in Chinese Manufacturing," Economic Growth Centre Working Paper Series 1306, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    15. Toni M. Whited & Jake Zhao, 2015. "Capital Structure Misallocation," Department of Economics Working Papers 15-05, Stony Brook University, Department of Economics.
    16. Pablo N. D’Erasmo, 2016. "Access to Credit and the Size of the Formal Sector," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 143-199, April.
    17. Da-Rocha, José-María & Restuccia, Diego & Tavares, Marina Mendes, 2019. "Firing costs, misallocation, and aggregate productivity," Journal of Economic Dynamics and Control, Elsevier, vol. 98(C), pages 60-81.
    18. Barseghyan, Levon & DiCecio, Riccardo, 2011. "Entry costs, industry structure, and cross-country income and TFP differences," Journal of Economic Theory, Elsevier, vol. 146(5), pages 1828-1851, September.
    19. Jiang, Zheng & Shi, Huimin, 2016. "The selection of firms based on productivity: different roles of entry and overhead cost," Economic Modelling, Elsevier, vol. 54(C), pages 537-544.
    20. Di Nola, Alessandro, 2015. "Capital Misallocation during the Great Recession," MPRA Paper 68289, University Library of Munich, Germany.

    More about this item

    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

    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:nbr:nberwo:15647. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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: (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.