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Are Analyst Recommendations Biased? Evidence from Corporate Bankruptcies

Published online by Cambridge University Press:  06 April 2009

Jonathan Clarke ,
Stephen P. Ferris ,
Narayanan Jayaraman  and
Jinsoo Lee
Jonathan Clarke
Affiliation:
[email protected], Georgia Institute of Technology, College of Management, 800 W. Peachtree St. NW, Atlanta, GA 30332
Stephen P. Ferris
Affiliation:
[email protected], University of Missouri-Columbia, College of Business and Public Administration, 404F Cornell Hall, Columbia, MO 65211.
Narayanan Jayaraman
Affiliation:
[email protected], Georgia Institute of Technology, College of Management, 800 W. Peachtree St. NW, Atlanta, GA 30332
Jinsoo Lee
Affiliation:
[email protected], Georgia Institute of Technology, College of Management, 800 W. Peachtree St. NW, Atlanta, GA 30332
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Abstract

We test whether a bias exists in analyst recommendations for firms that file for bankruptcy during 1995–2001. We fail to find overoptimism in analyst recommendations, including those of affiliated analysts. Our multivariate analysis of the market reaction to changes in analyst recommendations indicates that prior affiliation exerts no impact on either returns or trading volume. We find that the market does not view recommendation upgrades by affiliated analysts as biased since there is no price reversal following these recommendation changes. Overall, our results suggest that recently passed legislation to reduce analysts' conflicts of interest might be an overreaction.

Type
Research Article
Information
Journal of Financial and Quantitative Analysis , Volume 41 , Issue 1 , March 2006 , pp. 169 - 196
Copyright
Copyright © School of Business Administration, University of Washington 2006

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References

Aharony, J.; Jones, C.; and Swary, I. “An Analysis of Risk and Return Characteristics of Corporate Bankruptcy Using Capital Market Data.” Journal of Finance, 35 (1980), 1001–1016.CrossRefGoogle Scholar
Altman, E. I. “Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy.” Journal of Finance, 23 (1968), 589–609.CrossRefGoogle Scholar
Altman, E. I. “Ratio Analysis and the Prediction of Firm Failure: A Reply.” Journal of Finance, 25 (1970), 1169–1172.Google Scholar
Altman, E. I. “A Further Empirical Investigation of the Bankruptcy Cost Question.” Journal of Finance, 39 (1984), 1067–1089.CrossRefGoogle Scholar
Boni, L., and Womack, K. L. “Analysts, Industries, and Price Momentum.” Journal of Financial and Quantitative Analysis, 41 (2006), 85–109.CrossRefGoogle Scholar
Bradley, D.; Clarke, J.; and Cooney, J. “The Changing Incentives of Financial Analysts from the Early 90s to the Bubble.” Working Paper, Clemson Univ. (2005).Google Scholar
Brown, P.; Foster, G.; and Noreen, E. “Security Analyst Multi-Year Earnings Forecasts and the Capital Market.” In Studies in Accounting Research, American Accounting Association (1985).Google Scholar
Campbell, C., and Wasley, C. “Measuring Abnormal Daily Trading Volume for Samples of NYSE/ASE and NASDAQ Securities Using Parametric and Nonparametric Test Statistics.” Review of Quantitative Finance and Accounting, 6 (1996), 309–326.CrossRefGoogle Scholar
Cheng, Y.; Liu, M. H.; and Qian, J. “Buy-Side Analysts, Sell-Side Analysts, and Investment Decisions of Money Managers.” Journal of Financial and Quantitative Analysis, 41 (2006), 51–83.CrossRefGoogle Scholar
Chow, C., and Rice, S. “Qualified Audit Opinions and Auditor Switching.” Accounting Review, 57 (1982), 326–335.Google Scholar
Citron, D., and Taffler, R. “The Auditor Report Undergoing Concern Uncertainty: An Empirical Analysis.” Accounting and Business Research (1992), 337–345.CrossRefGoogle Scholar
Clark, T., and Weinstein, M. “The Behavior of the Common Stock of Bankrupt Firms.” Journal of Finance, 38 (1983), 489–504.CrossRefGoogle Scholar
Clarke, J.; Dunbar, C.; and Kahle, K. “All Star Analyst Turnover, Investment Bank Market Share, and the Performance of Initial Public Offerings.” Working Paper, Univ. of Western Ontario (2002).Google Scholar
Conrad, J.; Cornell, B.; Landsman, W. R.; and Rountree, B. R. “How Do Analyst Recommendations Respond to Major News?” Journal of Financial and Quantitative Analysis, 41 (2006), 25–49.CrossRefGoogle Scholar
Craswell, A. “The Association between Qualified Opinions and Auditor Switches.” Accounting and Business Research, 19 (1988), 23–31.CrossRefGoogle Scholar
Dechow, P.; Hutton, A.; and Sloan, R. “The Relation between Analysts' Forecasts of Long-Term Earnings Growth and Stock Price Performance Following Equity Offerings.” Working Paper, Univ. of Michigan (1998).Google Scholar
Dugar, A., and Nathan, S. “The Effect of Investment Banking Relationships on Financial Analysts Earnings Forecasts and Investment Recommendations.” Contemporary Accounting Research, 12 (1995), 131–160.CrossRefGoogle Scholar
Dunbar, C. “Factors Affecting Investment Bank Initial Public Offering Market Share.” Journal of Financial Economics, 55 (2000), 3–41.CrossRefGoogle Scholar
Espahbodi, R.; Dugar, A.; and Tehranian, H. “Further Evidence on Optimism and Underreaction in Analysts' Forecasts.” Review of Financial Economics, 10 (2001), 1–21.CrossRefGoogle Scholar
Fama, E., and French, K. “Testing Trade-Off and Pecking Order Predictions about Dividends and Debt.” Review of Financial Studies, 15 (2002), 1–33.CrossRefGoogle Scholar
Ferris, S., and Lawless, R. “The Expenses of Financial Distress: The Direct Costs of Chapter 11.” University of Pittsburgh Law Review, 61 (200), 629–669.Google Scholar
Green, T. C. “The Value of Client Access to Analyst Recommendations.” Journal of Financial and Quantitative Analysis, 41 (2006), 1–24.CrossRefGoogle Scholar
Holmström, B., and Kaplan, S. “The State of U.S. Corporate Governance: What's Right and What's Wrong?” Working Paper, European Corporate Governance Institute (2003).CrossRefGoogle Scholar
Houston, J.; James, C.; and Karceski, J. “What a Difference a Month Makes: Stock Analyst Valuations Following Initial Public Offerings.” Journal of Financial and Quantitative Analysis, 41 (2006), 111–137.CrossRefGoogle Scholar
Hubbard, J., and Stephenson, K. “A Fool and His Money: Buying Bankrupt Stocks.” Journal of Investing, 6 (1997), 56–60.CrossRefGoogle Scholar
Ivkovic, Z., and Jegadeesh, N. “The Timing and Value of Forecast and Recommendation Revisions.” Journal of Financial Economics, 93 (2004), 433–463.CrossRefGoogle Scholar
Kolasinski, A., and Kothari, S. “Investment Banking and Analyst Objectivity: Evidence from Forecasts and Recommendations of Analysts Affiliated with M&A Advisors.” Working Paper, MIT (2003).Google Scholar
Krigman, L.; Shaw, W.; and Womack, K. “Why Do Firms Switch Underwriters?” Journal of Financial Economics, 60 (2001), 245–284.CrossRefGoogle Scholar
Leone, A., and Wu, J. “What Does it Take to Become a Superstar? Evidence from Institutional Investor Rankings of Financial Analysts.” Working Paper, Univ. of Rochester (2002).CrossRefGoogle Scholar
Lin, H., and McNichols, M. F. “Underwriting Relationships, Analysts' Earnings Forecasts and Investment Recommendations.” Journal of Accounting and Economics, 25 (1998), 101–127.CrossRefGoogle Scholar
Michaely, R., and Womack, K. “Conflict of Interest and the Credibility of Underwriter Analyst Recommendations.” Review of Financial Studies, 12 (1999), 653–686.CrossRefGoogle Scholar
Morse, D., and Shaw, W. “Investing in Bankrupt Firms.” Journal of Finance, 43 (1988), 1193–1206.CrossRefGoogle Scholar
Moses, O. “On Bankruptcy Indicators from Analysts' Earnings Forecasts.” Journal of Accounting, Auditing, and Finance, 15 (1990), 379–409.Google Scholar
Stickel, S. “Predicting Individual Analyst Earnings Forecasts.” Journal of Accounting Research, 28 (1990), 409–417.CrossRefGoogle Scholar
Warner, J. “Bankruptcy Costs: Some Evidence.” Journal of Finance, 32 (1977), 337–347.CrossRefGoogle Scholar
Weiss, L. “Bankruptcy Resolution: Direct Costs and Violation of Priority of Claims.” Journal of Financial Economics, 27 (1990), 285–314.CrossRefGoogle Scholar
Westerfield, R. “Assessment of Bankruptcy Risk.” Working Paper, R. L. White Center for Financial Research (1971).Google Scholar
Womack, K. “Do Brokerage Analysts' Recommendations Have Investment Value?” Journal of Finance, 51 (1996), 137–167.CrossRefGoogle Scholar