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Market Implied Ratings and Financing Constraints: Evidence from US Firms

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  • Serafeim Tsoukas
  • Marina-Eliza Spaliara

Abstract

Financing constraints have been found to play an important role in several aspects of firm behavior, but no attention has been given to their effects on credit ratings. In this paper we analyze a unique and comprehensive data set for US firms rated by Fitch over the period 2001–07. We employ Fitch's market implied ratings derived from bond and equity prices. The analysis finds evidence that financial variables are more important in predicting credit ratings for firms likely to face financing constraints. We conclude that the financing constraint is an important dimension in the market implied ratings process. Our findings are of relevance to managers, investors and rating agencies seeking to understand the mechanism through which financing constraints affect credit ratings.

Suggested Citation

  • Serafeim Tsoukas & Marina-Eliza Spaliara, 2014. "Market Implied Ratings and Financing Constraints: Evidence from US Firms," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(1-2), pages 242-269, January.
    • Handle: RePEc:bla:jbfnac:v:41:y:2014:i:1-2:p:242-269
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    1. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    2. Comin, Diego & Mulani, Sunil, 2009. "A theory of growth and volatility at the aggregate and firm level," Journal of Monetary Economics, Elsevier, vol. 56(8), pages 1023-1042, November.
    3. Pesaran, M. Hashem & Timmermann, Allan G., 1994. "A generalization of the non-parametric Henriksson-Merton test of market timing," Economics Letters, Elsevier, vol. 44(1-2), pages 1-7.
    4. Spaliara, Marina-Eliza, 2009. "Do financial factors affect the capital-labour ratio? Evidence from UK firm-level data," Journal of Banking & Finance, Elsevier, vol. 33(10), pages 1932-1947, October.
    5. García-Vega, María & Guariglia, Alessandra & Spaliara, Marina-Eliza, 2012. "Volatility, financial constraints, and trade," International Review of Economics & Finance, Elsevier, vol. 21(1), pages 57-76.
    6. Calomiris, Charles W & Hubbard, R Glenn, 1995. "Internal Finance and Investment: Evidence from the Undistributed Profits Tax of 1936-37," The Journal of Business, University of Chicago Press, vol. 68(4), pages 443-482, October.
    7. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 3-98, Wharton School Rodney L. White Center for Financial Research.
    8. Tae-Hwan Kim & Paul Mizen & Thanaset Chevapatrakul, 2008. "Forecasting changes in UK interest rates," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(1), pages 53-74.
    9. Eleni Angelopoulou & Heather D. Gibson, 2009. "The Balance Sheet Channel of Monetary Policy Transmission: Evidence from the United Kingdom," Economica, London School of Economics and Political Science, vol. 76(304), pages 675-703, October.
    10. Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-533, October.
    11. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    12. George Batta, 2011. "The Direct Relevance of Accounting Information for Credit Default Swap Pricing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(9-10), pages 1096-1122, November.
    13. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    14. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    15. Jianming Kou & Simone Varotto, 2008. "Timeliness of Spread Implied Ratings," European Financial Management, European Financial Management Association, vol. 14(3), pages 503-527, June.
    16. 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.
    17. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    18. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    19. Guariglia, Alessandra & Mateut, Simona, 2006. "Credit channel, trade credit channel, and inventory investment: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2835-2856, October.
    20. Hull, John & Predescu, Mirela & White, Alan, 2004. "The relationship between credit default swap spreads, bond yields, and credit rating announcements," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2789-2811, November.
    21. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities are Useful: A Comment on Kaplan and Zingales," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 695-705.
    22. Kaplan, Robert S & Urwitz, Gabriel, 1979. "Statistical Models of Bond Ratings: A Methodological Inquiry," The Journal of Business, University of Chicago Press, vol. 52(2), pages 231-261, April.
    23. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    24. Marshall E. Blume & Felix Lim & A. Craig Mackinlay, 1998. "The Declining Credit Quality of U.S. Corporate Debt: Myth or Reality?," Journal of Finance, American Finance Association, vol. 53(4), pages 1389-1413, August.
    25. Alessandra Guariglia, 1999. "The Effects of Financial Constraints on Inventory Investment: Evidence from a Panel of UK Firms," Economica, London School of Economics and Political Science, vol. 66(261), pages 43-62, February.
    26. Amato, Jeffery D. & Furfine, Craig H., 2004. "Are credit ratings procyclical?," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2641-2677, November.
    27. Mike Adams & Bruce Burton & Philip Hardwick, 2003. "The Determinants of Credit Ratings in the United Kingdom Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 539-572.
    28. Merton, Robert C, 1981. "On Market Timing and Investment Performance. I. An Equilibrium Theory of Value for Market Forecasts," The Journal of Business, University of Chicago Press, vol. 54(3), pages 363-406, July.
    29. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    30. António Afonso & Pedro Gomes & Philipp Rother, 2006. "What “Hides” Behind Sovereign Debt Ratings?," Working Papers Department of Economics 2006/35, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    31. Marco Realdon, 2006. "Pricing the Credit Risk of Secured Debt and Financial Leasing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(7-8), pages 1298-1320.
    32. Marco Realdon, 2006. "Pricing the Credit Risk of Secured Debt and Financial Leasing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(7‐8), pages 1298-1320, September.
    33. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 03-98, Wharton School Rodney L. White Center for Financial Research.
    34. Viet A. Dang, 2011. "Leverage, Debt Maturity and Firm Investment: An Empirical Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(1-2), pages 225-258, January.
    35. Pinches, George E & Mingo, Kent A, 1973. "A Multivariate Analysis of Industrial Bond Ratings," Journal of Finance, American Finance Association, vol. 28(1), pages 1-18, March.
    36. Kao, Chihwa & Wu, Chunchi, 1990. "Two-Step Estimation of Linear Models with Ordinal Unobserved Variables: The Case of Corporate Bonds," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(3), pages 317-325, July.
    37. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    38. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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    3. Borsuk, Marcin & Lepczyński, Błażej, 2021. "Rating implikowany a koszt finansowania banków notowanych na Giełdzie Papierów Wartościowych w Warszawie," Gospodarka Narodowa-The Polish Journal of Economics, Szkoła Główna Handlowa w Warszawie / SGH Warsaw School of Economics, vol. 2021(1), March.
    4. Subash Sasidharan & M. Padmaja, 2018. "Do Financing Constraints Impact Outward Foreign Direct Investment? Evidence from India," Asian Development Review, MIT Press, vol. 35(1), pages 108-132, March.
    5. Ozturk, Huseyin & Namli, Ersin & Erdal, Halil Ibrahim, 2016. "Modelling sovereign credit ratings: The accuracy of models in a heterogeneous sample," Economic Modelling, Elsevier, vol. 54(C), pages 469-478.
    6. Håkan Jankensgård, 2015. "The Relationship between Voluntary Disclosure, External Financing and Financial Status," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(7-8), pages 860-884, September.
    7. Sermpinis, Georgios & Tsoukas, Serafeim & Zhang, Ping, 2018. "Modelling market implied ratings using LASSO variable selection techniques," Journal of Empirical Finance, Elsevier, vol. 48(C), pages 19-35.

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