IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/19778.html
   My bibliography  Save this paper

Is Sell-Side Research More Valuable in Bad Times?

Author

Listed:
  • Roger K. Loh
  • René M. Stulz

Abstract

Because uncertainty is high in bad times, investors find it harder to assess firm prospects and, hence, should value analyst output more. However, higher uncertainty makes analysts’ tasks harder so it is unclear if analyst output is more valuable in bad times. We find that, in bad times, analyst revisions have a larger stock-price impact, earnings forecast errors per unit of uncertainty fall, reports are more frequent and longer, and the impact of analyst output increases more for harder-to-value firms. These results are consistent with analysts working harder and investors relying more on analysts in bad times.

Suggested Citation

  • Roger K. Loh & René M. Stulz, 2014. "Is Sell-Side Research More Valuable in Bad Times?," NBER Working Papers 19778, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:19778
    Note: AP CF
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w19778.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Karl B. Diether & Christopher J. Malloy & Anna Scherbina, 2002. "Differences of Opinion and the Cross Section of Stock Returns," Journal of Finance, American Finance Association, vol. 57(5), pages 2113-2141, October.
    2. Bryan Kelly & Alexander Ljungqvist, 2012. "Testing Asymmetric-Information Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1366-1413.
    3. Daniel J. Bradley & Bradford D. Jordan & Jay R. Ritter, 2008. "Analyst Behavior Following IPOs: The 'Bubble Period' Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 101-133, January.
    4. 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.
    5. David Hirshleifer & Sonya Seongyeon Lim & Siew Hong Teoh, 2009. "Driven to Distraction: Extraneous Events and Underreaction to Earnings News," Journal of Finance, American Finance Association, vol. 64(5), pages 2289-2325, October.
    6. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    7. repec:bla:jfinan:v:59:y:2004:i:3:p:1345-1365 is not listed on IDEAS
    8. Veronesi, Pietro, 1999. "Stock Market Overreaction to Bad News in Good Times: A Rational Expectations Equilibrium Model," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 975-1007.
    9. Terence Lim, 2001. "Rationality and Analysts' Forecast Bias," Journal of Finance, American Finance Association, vol. 56(1), pages 369-385, February.
    10. Brad Barber & Reuven Lehavy & Maureen McNichols & Brett Trueman, 2001. "Can Investors Profit from the Prophets? Security Analyst Recommendations and Stock Returns," Journal of Finance, American Finance Association, vol. 56(2), pages 531-563, April.
    11. Lubos Pastor & Pietro Veronesi, 2009. "Learning in Financial Markets," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 361-381, November.
    12. Loh, Roger K. & Mian, G. Mujtaba, 2006. "Do accurate earnings forecasts facilitate superior investment recommendations?," Journal of Financial Economics, Elsevier, vol. 80(2), pages 455-483, May.
    13. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Post-Print hal-00852356, HAL.
    14. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    15. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    16. Roger K. Loh & René M. Stulz, 2011. "When Are Analyst Recommendation Changes Influential?," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 593-627.
    17. Mikhail, MB & Walther, BR & Willis, RH, 1997. "Do security analysts improve their performance with experience?," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 131-157.
    18. Barber, Brad M. & Lehavy, Reuven & Trueman, Brett, 2007. "Comparing the stock recommendation performance of investment banks and independent research firms," Journal of Financial Economics, Elsevier, vol. 85(2), pages 490-517, August.
    19. Alexander Ljungqvist & Christopher Malloy & Felicia Marston, 2009. "Rewriting History," Journal of Finance, American Finance Association, vol. 64(4), pages 1935-1960, August.
    20. Jennifer Conrad & Bradford Cornell & Wayne R. Landsman, 2002. "When Is Bad News Really Bad News?," Journal of Finance, American Finance Association, vol. 57(6), pages 2507-2532, December.
    21. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    22. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    23. Alessandro Beber & Michael W. Brandt, 2010. "When It Cannot Get Better or Worse: The Asymmetric Impact of Good and Bad News on Bond Returns in Expansions and Recessions," Review of Finance, European Finance Association, vol. 14(1), pages 119-155.
    24. Eugene F. Fama & Kenneth R. French, 2006. "The Value Premium and the CAPM," Journal of Finance, American Finance Association, vol. 61(5), pages 2163-2185, October.
    25. Cooper, Rick A. & Day, Theodore E. & Lewis, Craig M., 2001. "Following the leader: *1: a study of individual analysts' earnings forecasts," Journal of Financial Economics, Elsevier, vol. 61(3), pages 383-416, September.
    26. Boni, Leslie & Womack, Kent L., 2006. "Analysts, Industries, and Price Momentum," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 85-109, March.
    27. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Journal of Finance, American Finance Association, vol. 68(4), pages 1407-1440, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Roger K. Loh, 2010. "Investor Inattention and the Underreaction to Stock Recommendations," Financial Management, Financial Management Association International, vol. 39(3), pages 1223-1252, September.
    2. Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
    3. Lily Fang & Ayako Yasuda, 2014. "Are Stars’ Opinions Worth More? The Relation Between Analyst Reputation and Recommendation Values," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 235-269, December.
    4. Roger K. Loh & René M. Stulz, 2011. "When Are Analyst Recommendation Changes Influential?," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 593-627.
    5. Loh, Roger, 2008. "Investor Attention and the Underreaction to Stock Recommendations," Working Paper Series 2008-2, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    6. Mei-Chen Lin & Po-Hsin Ho & Hsiang-Lin Chih, 2019. "Effects of managerial overconfidence on analyst recommendations," Review of Quantitative Finance and Accounting, Springer, vol. 53(1), pages 73-99, July.
    7. Chen Su, 2023. "The price impact of analyst revisions and the state of the economy: Evidence around the world," The Financial Review, Eastern Finance Association, vol. 58(4), pages 887-930, November.
    8. Philippot, Aurélien, 2018. "Analysts’ reinitiations of coverage and market underreaction," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 208-220.
    9. Altınkılıç, Oya & Hansen, Robert S. & Ye, Liyu, 2016. "Can analysts pick stocks for the long-run?," Journal of Financial Economics, Elsevier, vol. 119(2), pages 371-398.
    10. Lin, Mei-Chen, 2023. "Analyst coverage and the idiosyncratic skewness effect in the Taiwan stock market," International Review of Financial Analysis, Elsevier, vol. 85(C).
    11. Altınkılıç, Oya & Balashov, Vadim S. & Hansen, Robert S., 2019. "Investment bank monitoring and bonding of security analysts’ research," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 98-119.
    12. Juyoun Ryoo & Cheolwoo Lee & Jin Q Jeon, 2020. "Sustainability of Analyst Recommendations in Multiple Lead Underwriter IPOs," Sustainability, MDPI, vol. 12(5), pages 1-36, March.
    13. Hobbs, Jeffrey & Kovacs, Tunde & Sharma, Vivek, 2012. "The investment value of the frequency of analyst recommendation changes for the ordinary investor," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 94-108.
    14. O. Emre Ergungor & Leonardo Madureira & Nandkumar Nayar & Ajai K. Singh, 2011. "Banking relationships and sell-side research," Working Papers (Old Series) 1114, Federal Reserve Bank of Cleveland.
    15. Cheolwoo Lee, 2013. "Analyst firm parent–subsidiary relationship and conflict of interest: evidence from IPO recommendations," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 53(3), pages 763-789, September.
    16. Jeffrey Hobbs & Vivek Singh & Madhumita Chakraborty, 2021. "Institutional underperformance: Should managers listen to the sell-side before trading?," Review of Quantitative Finance and Accounting, Springer, vol. 57(1), pages 389-410, July.
    17. Yury O. Kucheev & Felipe Ruiz & Tomas Sorensson, 2017. "Do Stars Shine? Comparing the Performance Persistence of Star Sell-Side Analysts Listed by Institutional Investor, the Wall Street Journal, and StarMine," Journal of Financial Services Research, Springer;Western Finance Association, vol. 52(3), pages 277-305, December.
    18. Andrey Kudryavtsev, 2021. "The Correlation Between Stock Returns Before And After Analyst Recommendation Revisions," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 66(228), pages 69-100, January –.
    19. Chen Su & Hanxiong Zhang & Robert S. Hudson, 2020. "The time‐varying performance of UK analyst recommendation revisions: Do market conditions matter?," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 29(2), pages 65-89, May.
    20. Dang, Chongyu & Foerster, Stephen & Li, Zhichuan (Frank) & Tang, Zhenyang, 2021. "Analyst talent, information, and insider trading," Journal of Corporate Finance, Elsevier, vol. 67(C).

    More about this item

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F20 - International Economics - - International Factor Movements and International Business - - - General
    • F24 - International Economics - - International Factor Movements and International Business - - - Remittances

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:19778. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.