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Finance and Misallocation: Evidence from Plant-level Data

  • Virgiliu Midrigan
  • Daniel Yi Xu

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.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 15647.

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Date of creation: Jan 2010
Date of revision:
Publication status: published as Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-58, February.
Handle: RePEc:nbr:nberwo:15647
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  1. Xu Yi & Nezih Guner & Gustavo Ventura, 2005. "Macroeconomic Implications of Size Dependent Policies," 2005 Meeting Papers 530, Society for Economic Dynamics.
  2. 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.
  3. Thomas F. Cooley & Vincenzo Quadrini, 2001. "Financial Markets and Firm Dynamics," American Economic Review, American Economic Association, vol. 91(5), pages 1286-1310, December.
  4. Andrew Atkeson & Patrick J. Kehoe, 2006. "Modeling the transition to a new economy: lessons from two technological revolutions," Staff Report 296, Federal Reserve Bank of Minneapolis.
  5. 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.
  6. Chang-Tai Hsieh & Peter J. Klenow, 2007. "Misallocation and Manufacturing TFP in China and India," NBER Working Papers 13290, National Bureau of Economic Research, Inc.
  7. 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 249-83, April.
  8. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  9. Bartelsman, Eric & Haltiwanger, John C. & Scarpetta, Stefano, 2009. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," IZA Discussion Papers 4578, Institute for the Study of Labor (IZA).
  10. Ricardo Lagos, 2006. "A model of TFP," Staff Report 345, Federal Reserve Bank of Minneapolis.
  11. Francisco J. Buera & Yongseok Shin, 2006. "Financial Frictions and the Persistence of History," 2006 Meeting Papers 792, Society for Economic Dynamics.
  12. Francisco J. Buera & Joseph Kaboski & Yongseok Shin, 2009. "Finance and Development: A Tale of Two Sectors," NBER Working Papers 14914, National Bureau of Economic Research, Inc.
  13. 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 915-38, October.
  14. Richard Rogerson & Diego Restuccia, 2004. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," 2004 Meeting Papers 69, Society for Economic Dynamics.
  15. Susanto Basu & John G. Fernald, 1995. "Are Apparent Productive Spillovers a Figment of Specification Error?," NBER Working Papers 5073, National Bureau of Economic Research, Inc.
  16. James Tybout, 1999. "Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?," Development and Comp Systems 9906001, EconWPA, revised 10 Jun 1999.
  17. 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.
  18. Eric J. Bartelsman & Mark Doms, 2000. "Understanding productivity: lessons from longitudinal microdata," Finance and Economics Discussion Series 2000-19, Board of Governors of the Federal Reserve System (U.S.).
  19. Mark Gertler & Simon Gilchrist & Fabio Natalucci, 2003. "External Constraints on Monetary Policy and the Financial Accelerator," NBER Working Papers 10128, National Bureau of Economic Research, Inc.
  20. 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.
  21. 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, 08.
  22. Tobias J. Moskowitz & Annette Vissing-Jorgensen, 2002. "The Returns to Entrepreneurial Investment: A Private Equity Premium Puzzle?," NBER Working Papers 8876, National Bureau of Economic Research, Inc.
  23. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-50, September.
  24. 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.
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