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Misallocation and financial market frictions: some direct evidence from the dispersion in borrowing costs

  • Simon Gilchrist
  • Jae W. Sim
  • Egon Zakrajsek

Financial market frictions distort the allocation of resources among productive units—all else equal, firms whose financing choices are affected by financial frictions face higher borrowing costs than firms with ready access to capital markets. As a result, input choices may differ systematically across firms in ways that are unrelated to their productive efficiency. We propose a simple accounting framework that allows us to assess the empirical magnitude of the loss in aggregate resources due to such misallocation. To a second-order approximation, our accounting framework requires only information on the dispersion in borrowing costs across firms. We measure firm-specific borrowing costs for a subset of U.S. manufacturing firms directly from the interest rate spreads on their outstanding publicly-traded debt. Given the observed variation in borrowing costs, our approximation method implies a relatively modest loss in efficiency due to resource misallocation—on the order of 1 to 2 percent of measured total factor productivity (TFP). According to our accounting framework, the correlation between firm size and borrowing costs is irrelevant under the assumption that financial distortions and firm-level efficiency are jointly log-normally distributed. To take into account the effect of covariation between firm size and borrowing costs, we also consider a more general framework that dispenses with the assumption of log-normality and which yields somewhat higher estimates of the resource losses—about 3.5 percent of measured TFP. Counterfactual experiments indicate that dispersion in borrowing costs must be an order of magnitude higher than that observed in the U.S. financial data, in order for misallocation—arising from financial distortion—to account for a significant fraction of measured TFP differentials across countries.

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Paper provided by Board of Governors of the Federal Reserve System (U.S.) in its series Finance and Economics Discussion Series with number 2012-08.

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Date of creation: 2012
Date of revision:
Handle: RePEc:fip:fedgfe:2012-08
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  1. repec:oup:qjecon:v:114:y:1999:i:1:p:83-116 is not listed on IDEAS
  2. Chang-Tai Hsieh & Peter J. Klenow, 2007. "Misallocation and Manufacturing TFP in China and India," Discussion Papers 07-006, Stanford Institute for Economic Policy Research.
  3. Houweling, Patrick & Mentink, Albert & Vorst, Ton, 2005. "Comparing possible proxies of corporate bond liquidity," Journal of Banking & Finance, Elsevier, vol. 29(6), pages 1331-1358, June.
  4. 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.
  5. Pierre Collin-Dufresne, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December.
  6. Susanto Basu & John G. Fernald & Miles S. Kimball, 1998. "Are technology improvements contractionary?," International Finance Discussion Papers 625, Board of Governors of the Federal Reserve System (U.S.).
  7. Pedro S. Amaral & Erwan Quintin, 2010. "Limited Enforcement, Financial Intermediation, And Economic Development: A Quantitative Assessment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 785-811, 08.
  8. Diego Restuccia & Richard Rogerson, 2007. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," NBER Working Papers 13018, National Bureau of Economic Research, Inc.
  9. Hugo A. Hopenhayn, 2011. "Firm Microstructure and Aggregate Productivity," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43, pages 111-145, 08.
  10. Robert E. Hall & Charles I. Jones, 1999. "Why Do Some Countries Produce So Much More Output per Worker than Others?," NBER Working Papers 6564, National Bureau of Economic Research, Inc.
  11. 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.
  12. Jeremy Greenwood & Juan M. Sanchez & Cheng Wang, 2009. "Financing development : the role of information costs," Working Paper 08-08, Federal Reserve Bank of Richmond.
  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. Simon Gilchrist & Egon Zakrajsek, 2007. "Investment and the Cost of Capital: New Evidence from the Corporate Bond Market," NBER Working Papers 13174, National Bureau of Economic Research, Inc.
  15. Merton, Robert C., 1973. "On the pricing of corporate debt: the risk structure of interest rates," Working papers 684-73., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  16. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
  17. repec:oup:qjecon:v:124:y:2009:i:4:p:1403-1448 is not listed on IDEAS
  18. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
  19. Edwin J. Elton, 2001. "Explaining the Rate Spread on Corporate Bonds," Journal of Finance, American Finance Association, vol. 56(1), pages 247-277, 02.
  20. Gilchrist, Simon & Yankov, Vladimir & Zakrajsek, Egon, 2009. "Credit market shocks and economic fluctuations: Evidence from corporate bond and stock markets," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 471-493, May.
  21. Julia K. Thomas & Aubhik Khan, 2010. "Credit Shocks and Aggregate Fluctuations in an Economy with Production Heterogeneity," 2010 Meeting Papers 801, Society for Economic Dynamics.
  22. Joost Driessen, 2005. "Is Default Event Risk Priced in Corporate Bonds?," Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 165-195.
  23. repec:oup:qjecon:v:111:y:1996:i:3:p:719-51 is not listed on IDEAS
  24. Simon Gilchrist & Egon Zakrajšek, 2011. "Credit Spreads and Business Cycle Fluctuations," NBER Working Papers 17021, National Bureau of Economic Research, Inc.
  25. Hakansson, Nils H, 1982. " Changes in the Financial Market: Welfare and Price Effects and the Basic Theorems of Value Conservation," Journal of Finance, American Finance Association, vol. 37(4), pages 977-1004, September.
  26. Schaefer, Stephen M. & Strebulaev, Ilya A., 2008. "Structural models of credit risk are useful: Evidence from hedge ratios on corporate bonds," Journal of Financial Economics, Elsevier, vol. 90(1), pages 1-19, October.
  27. 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.
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