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Firm Investment & Credit Constraints in India, 1997 – 2006: A stochastic frontier approach

  • Sumon Bhaumik

    ()

  • Pranab Kumar Das
  • Subal C. Kumbhakar

We use the stochastic frontier approach to estimate the impact of firm characteristics on investment decisions of Indian firms during the 1997-2006 period. The use of the stochastic frontier approach allows us to define the (unobserved) optimum investment that is consistent with a firm's characteristics such as the Tobin‟s q during each firm-year, and then estimate the deviation from this unobserved optimum in the form of an (investment) efficiency score that varies between zero and one. This deviation is interpreted as the degree of credit constraint, and we are also able to estimate the impact of firm characteristics such as leverage and business group affiliation on the degree of credit constraint via their marginal effects. Our results suggest that the degree of credit constraint of an average firm increased over time during the sample period, despite significant reforms of the Indian banking sector by the turn of the century. We also find that the degree of credit constraint decreases with cash flow and assets, which is consistent with the available literature. Further, there is a threshold effect of leverage, and the degree of credit constraint is greater for highly leveraged firms. Finally, we find that the beneficial impact of business group affiliation on the degree of credit constraint decreases over time, and is eliminated by the end of the sample period.

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File URL: http://www.wdi.umich.edu/files/Publications/WorkingPapers/wp1010.pdf
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Paper provided by William Davidson Institute at the University of Michigan in its series William Davidson Institute Working Papers Series with number wp1010.

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Date of creation: 01 Jan 2011
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Handle: RePEc:wdi:papers:2011-1010
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  1. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
  2. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
  3. Michael Devereux & Fabio Schiantarelli, 1989. "Investment, Finacial Factors and Cash Flow: Evidence From UK Panel Data," NBER Working Papers 3116, National Bureau of Economic Research, Inc.
  4. 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.
  5. Audretsch, David B & Elston, Julie Ann, 1994. "Does Firm Size Matter? Evidence on the Impacts of Liquidity Constraints on Firm Investment Behaviour in Germany," CEPR Discussion Papers 1072, C.E.P.R. Discussion Papers.
  6. Toni M. Whited, 1990. "Debt, liquidity constraints, and corporate investment: evidence from panel data," Finance and Economics Discussion Series 114, Board of Governors of the Federal Reserve System (U.S.).
  7. Sumon Kumar Bhaumik & Andros Gregoriou, 2010. "'Family' Ownership, Tunnelling And Earnings Management: A Review Of The Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 705-730, 09.
  8. Janice C. Eberly & Andrew B. Abel, 2004. "Q Theory Without Adjustment Costs & Cash Flow Effects Without Financing Constraints," 2004 Meeting Papers 205, Society for Economic Dynamics.
  9. Steven M. Fazzari & R. Glenn Hubbard & BRUCE C. PETERSEN, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
  10. 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.
  11. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
  12. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1989. "Corporate structure, liquidity, and investment: evidence from Japanese industrial groups," Finance and Economics Discussion Series 82, Board of Governors of the Federal Reserve System (U.S.).
  13. 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.
  14. 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.
  15. 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.
  16. Pindyck, Robert S., 1990. "Irreversibility, uncertainty, and investment," Working papers 3137-90., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  17. Audretsch, David B. & Elston, Julie Ann, 2000. "Does firm size matter? Evidence on the impact of liquidity constraint on firm investment behavior in Germany," HWWA Discussion Papers 113, Hamburg Institute of International Economics (HWWA).
  18. Majumdar, Sumit K., 1998. "Slack in the state-owned enterprise: An evaluation of the impact of soft-budget constraints," International Journal of Industrial Organization, Elsevier, vol. 16(3), pages 377-394, May.
  19. John V. Leahy & Toni M. Whited, 1995. "The Effect of Uncertainty on Investment: Some Stylized Facts," NBER Working Papers 4986, National Bureau of Economic Research, Inc.
  20. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
  21. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-55, September.
  22. Besanko, David & Thakor, Anjan V, 1987. "Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 671-89, October.
  23. Alessandra Guariglia, . "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Discussion Papers 07/03, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
  24. Blundell, Richard & Bond, Stephen & Devereux, Michael & Schiantarelli, Fabio, 1992. "Investment and Tobin's Q: Evidence from company panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 233-257.
  25. Bhagat, Sanjai & Moyen, Nathalie & Suh, Inchul, 2005. "Investment and internal funds of distressed firms," Journal of Corporate Finance, Elsevier, vol. 11(3), pages 449-472, June.
  26. Maurice Peat, 2007. "Factors Affecting the Probability of Bankruptcy: A Managerial Decision Based Approach," Abacus, Accounting Foundation, University of Sydney, vol. 43(3), pages 303-324.
  27. A. Ganesh-Kumar & K. Sen & R. Vaidya, 2001. "Outward Orientation, Investment and Finance Constraints: A Study of Indian Firms," Journal of Development Studies, Taylor & Francis Journals, vol. 37(4), pages 133-149.
  28. Bulan, Laarni T., 2005. "Real options, irreversible investment and firm uncertainty: New evidence from U.S. firms," Review of Financial Economics, Elsevier, vol. 14(3-4), pages 255-279.
  29. Aydogan Alti, 2003. "How Sensitive Is Investment to Cash Flow When Financing Is Frictionless?," Journal of Finance, American Finance Association, vol. 58(2), pages 707-722, 04.
  30. Bo Becker & Todd Milbourn, 2008. "Reputation and competition: evidence from the credit rating industry," Harvard Business School Working Papers 09-051, Harvard Business School, revised Sep 2010.
  31. repec:ner:tilbur:urn:nbn:nl:ui:12-3125429 is not listed on IDEAS
  32. 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.
  33. 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.
  34. Lyandres, Evgeny, 2007. "Costly external financing, investment timing, and investment-cash flow sensitivity," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 959-980, December.
  35. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2001. "Does Financial Liberalization Spur Growth?," NBER Working Papers 8245, National Bureau of Economic Research, Inc.
  36. 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.
  37. Eisfeldt, Andrea L. & Rampini, Adriano A., 2007. "New or used? Investment with credit constraints," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2656-2681, November.
  38. R. Glenn Hubbard & Anil K Kashyap & Toni M. Whited, 1993. "Internal Finance and Firm Investment," NBER Working Papers 4392, National Bureau of Economic Research, Inc.
  39. Sumon Kumar Bhaumik & Nigel Driffield & Sarmistha Pal, 2010. "Does ownership structure of emerging-market firms affect their outward FDI? The case of the Indian automotive and pharmaceutical sectors," Journal of International Business Studies, Palgrave Macmillan, vol. 41(3), pages 437-450, April.
  40. Dasgupta, Sudipto & Sengupta, Kunal, 2007. "Corporate liquidity, investment and financial constraints: Implications from a multi-period model," Journal of Financial Intermediation, Elsevier, vol. 16(2), pages 151-174, April.
  41. 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.
  42. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
  43. Tarun Khanna & Krishna Palepu, 1999. "Policy Shocks, Market Intermediaries, and Corporate Strategy: The Evolution of Business Groups in Chile and India," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 8(2), pages 271-310, 06.
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