Advanced Search
MyIDEAS: Login to save this article or follow this journal

A stochastic frontier approach to modelling financial constraints in firms: An application to India

Contents:

Author Info

  • Bhaumik, Sumon Kumar
  • Das, Pranab Kumar
  • Kumbhakar, Subal C.

Abstract

We propose the use of stochastic frontier approach to modelling financial constraints of firms. The main advantage of the stochastic frontier approach over the stylised approaches that use pooled OLS or fixed effects panel regression models is that we can not only decide whether or not the average firm is financially constrained, but also estimate a measure of the degree of the constraint for each firm and for each time period, and also the marginal impact of firm characteristics on this measure. We then apply the stochastic frontier approach to a panel of Indian manufacturing firms, for the 1997–2006 period. In our application, we highlight and discuss the aforementioned advantages, while also demonstrating that the stochastic frontier approach generates regression estimates that are consistent with the stylised intuition found in the literature on financial constraint and the wider literature on the Indian credit/capital market.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.sciencedirect.com/science/article/pii/S0378426611003451
Download Restriction: Full text for ScienceDirect subscribers only

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Bibliographic Info

Article provided by Elsevier in its journal Journal of Banking & Finance.

Volume (Year): 36 (2012)
Issue (Month): 5 ()
Pages: 1311-1319

as in new window
Handle: RePEc:eee:jbfina:v:36:y:2012:i:5:p:1311-1319

Contact details of provider:
Web page: http://www.elsevier.com/locate/jbf

Related research

Keywords: Firm investment; Financial constraint; Stochastic frontier analysis; India;

Find related papers by JEL classification:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Leahy, John V & Whited, Toni M, 1996. "The Effect of Uncertainty on Investment: Some Stylized Facts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 64-83, February.
  2. Stephen Bond & Costas Meghir, 1990. "Dynamic Investment Models and the Firm's Financial Policy," CEPR Financial Markets Paper 0013, European Science Foundation Network in Financial Markets, c/o C.E.P.R, 77 Bastwick Street, London EC1V 3PZ.
  3. Audretsch, David B. & Elston, Julie Ann, 2002. "Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany," International Journal of Industrial Organization, Elsevier, vol. 20(1), pages 1-17, January.
  4. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
  5. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-24, January.
  6. Wang, Hung-Jen, 2003. "A Stochastic Frontier Analysis of Financing Constraints on Investment: The Case of Financial Liberalization in Taiwan," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 406-19, July.
  7. Sumon Kumar Bhaumik & Jenifer Piesse, 2006. "Does lending behaviour of banks in emerging economies vary by ownership? Evidence from the Indian banking sector," CEDI Discussion Paper Series 06-01, Centre for Economic Development and Institutions(CEDI), Brunel University.
  8. Steven M. Fazzari & Bruce C. Petersen, 1993. "Working Capital and Fixed Investment: New Evidence on Financing Constraints," RAND Journal of Economics, The RAND Corporation, vol. 24(3), pages 328-342, Autumn.
  9. Hoshi, Takeo & Kashyap, Anil & Scharfstein, David, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, MIT Press, vol. 106(1), pages 33-60, February.
  10. Steven Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1987. "Financing Constraints and Corporate Investment," NBER Working Papers 2387, National Bureau of Economic Research, Inc.
  11. Larry Lang & Eli Ofek & Rene M. Stulz, 1995. "Leverage, Investment, and Firm Growth," NBER Working Papers 5165, National Bureau of Economic Research, Inc.
  12. Gryglewicz, Sebastian, 2011. "A theory of corporate financial decisions with liquidity and solvency concerns," Journal of Financial Economics, Elsevier, vol. 99(2), pages 365-384, February.
  13. Shen, Chung-Hua & Wang, Chien-An, 2005. "Does bank relationship matter for a firm's investment and financial constraints? The case of Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 13(2), pages 163-184, March.
  14. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
  15. Jong-Wha Lee & Eduardo Borensztein, 2000. "Financial Crisis and Credit Crunch in Korea," IMF Working Papers 00/25, International Monetary Fund.
  16. Gelos, R. Gaston & Werner, Alejandro M., 2002. "Financial liberalization, credit constraints, and collateral: investment in the Mexican manufacturing sector," Journal of Development Economics, Elsevier, vol. 67(1), pages 1-27, February.
  17. Yoshikawa, Hiroshi, 1980. "On the "q" Theory of Investment," American Economic Review, American Economic Association, vol. 70(4), pages 739-43, September.
  18. Andrew B. Abel & Olivier J. Blanchard, 1986. "Investment and Sales: Some Empirical Evidence," NBER Working Papers 2050, National Bureau of Economic Research, Inc.
  19. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
  20. Guncavdi, Oner & Bleaney, Michael & McKay, Andrew, 1998. "Financial liberalisation and private investment: evidence from Turkey," Journal of Development Economics, Elsevier, vol. 57(2), pages 443-455.
  21. Aivazian, Varouj A. & Ge, Ying & Qiu, Jiaping, 2005. "The impact of leverage on firm investment: Canadian evidence," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 277-291, March.
  22. Shin, Hyun-Han & Park, Young S., 1999. "Financing constraints and internal capital markets: Evidence from Korean 'chaebols'," Journal of Corporate Finance, Elsevier, vol. 5(2), pages 169-191, June.
  23. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Herrala, Risto & Turk Ariss, Rima, 2012. "Credit conditions and firm investment: Evidence from the MENA region," BOFIT Discussion Papers 29/2012, Bank of Finland, Institute for Economies in Transition.
  2. Herrala, Risto, 2014. "Forward-looking reaction to bank regulation," Working Paper Series 1645, European Central Bank.
  3. Sumon K. Bhaumik & Ying Zhou, 2014. "Do business groups help or hinder technological progress in emerging markets? Evidence from India," William Davidson Institute Working Papers Series wp1066, William Davidson Institute at the University of Michigan.
  4. Bhaumik, Sumon Kumar & Selarka, Ekta, 2012. "Does ownership concentration improve M&A outcomes in emerging markets?," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 717-726.
  5. Risto Herrala & Rima Turk Ariss, 2013. "Credit Constraints, Political Instability, and Capital Accumulation," IMF Working Papers 13/246, International Monetary Fund.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:eee:jbfina:v:36:y:2012:i:5:p:1311-1319. 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: (Zhang, Lei).

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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