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Analyst forecast characteristics and the cost of debt

Author

Listed:
  • Sattar A. Mansi

    (Virginia Tech)

  • William F. Maxwell

    (Southern Methodist University)

  • Darius P. Miller

    (Southern Methodist University)

Abstract

We examine the relation between analyst forecast characteristics and the cost of debt financing. Consistent with the view that the information contained in analysts’ forecasts is economically significant across asset classes, we find that analyst activity reduces bond yield spreads. We also find that the economic impact of analysts is most pronounced when uncertainty about firm value is highest (that is, when firms have high idiosyncratic risk). Our findings are robust to controls for private information in equity prices and level of corporate disclosures. Overall, the results indicate that the information contained in analyst forecasts is valued outside the equity market and provide an additional channel in which better information is associated with a lower cost of capital.

Suggested Citation

  • Sattar A. Mansi & William F. Maxwell & Darius P. Miller, 2011. "Analyst forecast characteristics and the cost of debt," Review of Accounting Studies, Springer, vol. 16(1), pages 116-142, March.
  • Handle: RePEc:spr:reaccs:v:16:y:2011:i:1:d:10.1007_s11142-010-9127-2
    DOI: 10.1007/s11142-010-9127-2
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    1. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    2. David Easley & Soeren Hvidkjaer & Maureen O'Hara, 2002. "Is Information Risk a Determinant of Asset Returns?," Journal of Finance, American Finance Association, vol. 57(5), pages 2185-2221, October.
    3. Sattar A. Mansi & William F. Maxwell & Darius P. Miller, 2004. "Does Auditor Quality and Tenure Matter to Investors? Evidence from the Bond Market," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 42(4), pages 755-793, September.
    4. Duffie, Darrell & Lando, David, 2001. "Term Structures of Credit Spreads with Incomplete Accounting Information," Econometrica, Econometric Society, vol. 69(3), pages 633-664, May.
    5. Obrien, Pc & Bhushan, R, 1990. "Analyst Following And Institutional Ownership," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 28, pages 55-76.
    6. Leuz, C & Verrecchia, RE, 2000. "The economic consequences of increased disclosure," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 38, pages 91-124.
    7. Elizabeth R. Odders-White & Mark J. Ready, 2006. "Credit Ratings and Stock Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 119-157.
    8. DeFusco, Richard A & Johnson, Robert R & Zorn, Thomas S, 1990. "The Effect of Executive Stock Option Plans on Stockholders and Bondholders," Journal of Finance, American Finance Association, vol. 45(2), pages 617-627, June.
    9. Ashbaugh-Skaife, Hollis & Collins, Daniel W. & LaFond, Ryan, 2006. "The effects of corporate governance on firms' credit ratings," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 203-243, October.
    10. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    11. William R. Gebhardt & Charles M. C. Lee & Bhaskaran Swaminathan, 2001. "Toward an Implied Cost of Capital," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 39(1), pages 135-176, June.
    12. Mei Cheng & K. R. Subramanyam, 2008. "Analyst Following and Credit Ratings," Contemporary Accounting Research, John Wiley & Sons, vol. 25(4), pages 1007-1044, December.
    13. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    14. Murillo Campello & Long Chen & Lu Zhang, 2008. "Expected returns, yield spreads, and asset pricing tests," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1297-1338, May.
    15. Sundaresh Ramnath, 2002. "Investor and Analyst Reactions to Earnings Announcements of Related Firms: An Empirical Analysis," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 40(5), pages 1351-1376, December.
    16. Coles, Jeffrey L. & Loewenstein, Uri & Suay, Jose, 1995. "On Equilibrium Pricing under Parameter Uncertainty," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(3), pages 347-364, September.
    17. 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.
    18. Clarke, Jonathan & Subramanian, Ajay, 2006. "Dynamic forecasting behavior by analysts: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 80(1), pages 81-113, April.
    19. John Y. Campbell & Glen B. Taksler, 2003. "Equity Volatility and Corporate Bond Yields," Journal of Finance, American Finance Association, vol. 58(6), pages 2321-2350, December.
    20. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    21. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    22. Christine A. Botosan & Marlene A. Plumlee, 2002. "A Re‐examination of Disclosure Level and the Expected Cost of Equity Capital," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 40(1), pages 21-40, March.
    23. Sattar A. Mansi & William F. Maxwell & John K. Wald, 2009. "Creditor Protection Laws and the Cost of Debt," Journal of Law and Economics, University of Chicago Press, vol. 52(4), pages 701-717, November.
    24. Amy K. Edwards & Lawrence E. Harris & Michael S. Piwowar, 2007. "Corporate Bond Market Transaction Costs and Transparency," Journal of Finance, American Finance Association, vol. 62(3), pages 1421-1451, June.
    25. Robert M. Bushman & Joseph D. Piotroski & Abbie J. Smith, 2004. "What Determines Corporate Transparency?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 42(2), pages 207-252, May.
    26. Ortiz-Molina, Hernan, 2006. "Top Management Incentives and the Pricing of Corporate Public Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(2), pages 317-340, June.
    27. Jennifer Francis & Dhananjay Nanda & Per Olsson, 2008. "Voluntary Disclosure, Earnings Quality, and Cost of Capital," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 46(1), pages 53-99, March.
    28. Ilia D. Dichev & Joseph D. Piotroski, 2001. "The Long‐Run Stock Returns Following Bond Ratings Changes," Journal of Finance, American Finance Association, vol. 56(1), pages 173-203, February.
    29. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    30. Francis, J & Soffer, L, 1997. "The relative informativeness of analysts' stock recommendations and earnings forecast revisions," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 35(2), pages 193-211.
    31. Gu, Zhaoyang & Wu, Joanna Shuang, 2003. "Earnings skewness and analyst forecast bias," Journal of Accounting and Economics, Elsevier, vol. 35(1), pages 5-29, April.
    32. Lys, Thomas & Sohn, Sungkyu, 1990. "The association between revisions of financial analysts' earnings forecasts and security-price changes," Journal of Accounting and Economics, Elsevier, vol. 13(4), pages 341-363, December.
    33. Christine A. Botosan & Marlene A. Plumlee & Yuan Xie, 2004. "The Role of Information Precision in Determining the Cost of Equity Capital," Review of Accounting Studies, Springer, vol. 9(2), pages 233-259, June.
    34. Gailen Hite & Arthur Warga, 1997. "The Effect of Bond-Rating Changes on Bond Price Performance," Financial Analysts Journal, Taylor & Francis Journals, vol. 53(3), pages 35-51, May.
    35. Mark H. Lang & Karl V. Lins & Darius P. Miller, 2004. "Concentrated Control, Analyst Following, and Valuation: Do Analysts Matter Most When Investors Are Protected Least?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 42(3), pages 589-623, June.
    36. Klock, Mark S. & Mansi, Sattar A. & Maxwell, William F., 2005. "Does Corporate Governance Matter to Bondholders?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(4), pages 693-719, December.
    37. Mark L. DeFond & Mingyi Hung, 2007. "Investor protection and analysts’ cash flow forecasts around the world," Review of Accounting Studies, Springer, vol. 12(2), pages 377-419, September.
    38. Barry, Christopher B. & Brown, Stephen J., 1985. "Differential Information and Security Market Equilibrium," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 20(4), pages 407-422, December.
    39. Givoly, Dan & Lakonishok, Josef, 1979. "The information content of financial analysts' forecasts of earnings: Some evidence on semi-strong inefficiency," Journal of Accounting and Economics, Elsevier, vol. 1(3), pages 165-185, December.
    40. Sanjeev Bhojraj & Partha Sengupta, 2003. "Effect of Corporate Governance on Bond Ratings and Yields: The Role of Institutional Investors and Outside Directors," The Journal of Business, University of Chicago Press, vol. 76(3), pages 455-476, July.
    41. Jacob, John & Lys, Thomas Z. & Neale, Margaret A., 1999. "Expertise in forecasting performance of security analysts," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 51-82, November.
    42. Yu, Fan, 2005. "Accounting transparency and the term structure of credit spreads," Journal of Financial Economics, Elsevier, vol. 75(1), pages 53-84, January.
    43. Brennan, Michael J & Jegadeesh, Narasimhan & Swaminathan, Bhaskaran, 1993. "Investment Analysis and the Adjustment of Stock Prices to Common Information," The Review of Financial Studies, Society for Financial Studies, vol. 6(4), pages 799-824.
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    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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