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Valuation uncertainty and analysts’ use of DCF models

Author

Listed:
  • Shengzhong Huang

    (China University of Mining and Technology-Beijing)

  • Hongping Tan

    (McGill University)

  • Xiongyuan Wang

    (Zhongnan University of Economics and Law)

  • Changqiu Yu

    (University of Manitoba)

Abstract

Using textual analysis for a large sample of analyst reports on U.S. firms, we find that analysts are more likely to use a discounted cash flow (DCF) model and to discuss more cash flow and discount rate information for firms with more uncertainty, as measured by earnings quality and firm risks. The market reactions to target price changes based on a DCF model are stronger, particularly for firms with greater valuation uncertainty and when the analysts present more cash flow and discount rate discussions. These results indicate that the analyst valuation process reflects investors’ information demand under uncertainty and has a bearing on the informativeness of analyst research.

Suggested Citation

  • Shengzhong Huang & Hongping Tan & Xiongyuan Wang & Changqiu Yu, 2023. "Valuation uncertainty and analysts’ use of DCF models," Review of Accounting Studies, Springer, vol. 28(2), pages 827-861, June.
  • Handle: RePEc:spr:reaccs:v:28:y:2023:i:2:d:10.1007_s11142-021-09658-w
    DOI: 10.1007/s11142-021-09658-w
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    References listed on IDEAS

    as
    1. Campbell, John Y & Ammer, John, 1993. "What Moves the Stock and Bond Markets? A Variance Decomposition for Long-Term Asset Returns," Journal of Finance, American Finance Association, vol. 48(1), pages 3-37, March.
    2. Stephen H. Penman, 2001. "On Comparing Cash Flow and Accrual Accounting Models for Use in Equity Valuation: A Response to Lundholm and O'Keefe (CAR, Summer 2001)," Contemporary Accounting Research, John Wiley & Sons, vol. 18(4), pages 681-692, December.
    3. Joos, Peter & Piotroski, Joseph D. & Srinivasan, Suraj, 2016. "Can analysts assess fundamental risk and valuation uncertainty? An empirical analysis of scenario-based value estimates," Journal of Financial Economics, Elsevier, vol. 121(3), pages 645-663.
    4. Daphne Lui & Stanimir Markov & Ane Tamayo, 2012. "Equity Analysts and the Market's Assessment of Risk," Journal of Accounting Research, Wiley Blackwell, vol. 50(5), pages 1287-1317, December.
    5. Ran Barniv & Ole†Kristian Hope & Mark Myring & Wayne B. Thomas, 2010. "International Evidence on Analyst Stock Recommendations, Valuations, and Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 27(4), pages 1131-1167, December.
    6. Daphne Lui & Stanimir Markov & Ane Tamayo, 2007. "What Makes a Stock Risky? Evidence from Sell‐Side Analysts' Risk Ratings," Journal of Accounting Research, Wiley Blackwell, vol. 45(3), pages 629-665, June.
    7. Jere R. Francis & Jagan Krishnan, 1999. "Accounting Accruals and Auditor Reporting Conservatism," Contemporary Accounting Research, John Wiley & Sons, vol. 16(1), pages 135-165, March.
    8. Griffin, Paul A, 1976. "Competitive Information in the Stock Market: An Empirical Study of Earnings, Dividends and Analysts' Forecasts," Journal of Finance, American Finance Association, vol. 31(2), pages 631-650, May.
    9. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    10. DeFond, Mark L. & Hung, Mingyi, 2003. "An empirical analysis of analysts' cash flow forecasts," Journal of Accounting and Economics, Elsevier, vol. 35(1), pages 73-100, April.
    11. Francis, J & Soffer, L, 1997. "The relative informativeness of analysts' stock recommendations and earnings forecast revisions," Journal of Accounting Research, Wiley Blackwell, vol. 35(2), pages 193-211.
    12. John Y. Campbell & Tuomo Vuolteenaho, 2004. "Bad Beta, Good Beta," American Economic Review, American Economic Association, vol. 94(5), pages 1249-1275, December.
    13. Patell, James M. & Wolfson, Mark A., 1979. "Anticipated information releases reflected in call option prices," Journal of Accounting and Economics, Elsevier, vol. 1(2), pages 117-140, August.
    14. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    15. Patricia M. Dechow & Richard G. Sloan & Amy P. Sweeney, 1996. "Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC," Contemporary Accounting Research, John Wiley & Sons, vol. 13(1), pages 1-36, March.
    16. Andrew C. Call & Shuping Chen & Yen H. Tong, 2013. "Are Analysts' Cash Flow Forecasts Naïve Extensions of Their Own Earnings Forecasts?," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 438-465, June.
    17. Asquith, Paul & Mikhail, Michael B. & Au, Andrea S., 2005. "Information content of equity analyst reports," Journal of Financial Economics, Elsevier, vol. 75(2), pages 245-282, February.
    18. Mark T. Bradshaw & Alan G. Huang & Hongping Tan, 2019. "The Effects of Analyst‐Country Institutions on Biased Research: Evidence from Target Prices," Journal of Accounting Research, Wiley Blackwell, vol. 57(1), pages 85-120, March.
    19. Patell, Jm & Wolfson, Ma, 1981. "The Ex Ante And Ex Post Price Effects Of Quarterly Earnings Announcements Reflected In Option And Stock-Prices," Journal of Accounting Research, Wiley Blackwell, vol. 19(2), pages 434-458.
    20. Roger K. Loh & René M. Stulz, 2018. "Is Sell‐Side Research More Valuable in Bad Times?," Journal of Finance, American Finance Association, vol. 73(3), pages 959-1013, June.
    21. Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2014. "Time-Varying Fund Manager Skill," Journal of Finance, American Finance Association, vol. 69(4), pages 1455-1484, August.
    22. Long Chen & Zhi Da & Xinlei Zhao, 2013. "What Drives Stock Price Movements?," The Review of Financial Studies, Society for Financial Studies, vol. 26(4), pages 841-876.
    23. Miller, Edward M, 1977. "Risk, Uncertainty, and Divergence of Opinion," Journal of Finance, American Finance Association, vol. 32(4), pages 1151-1168, September.
    24. Efthimios Demirakos & Norman Strong & Martin Walker, 2010. "Does Valuation Model Choice Affect Target Price Accuracy?," European Accounting Review, Taylor & Francis Journals, vol. 19(1), pages 35-72.
    25. Chay, J.B. & Suh, Jungwon, 2009. "Payout policy and cash-flow uncertainty," Journal of Financial Economics, Elsevier, vol. 93(1), pages 88-107, July.
    26. repec:bla:jfinan:v:59:y:2004:i:4:p:1481-1509 is not listed on IDEAS
    27. Ole-Kristian Hope & Danqi Hu & Hai Lu, 2016. "The benefits of specific risk-factor disclosures," Review of Accounting Studies, Springer, vol. 21(4), pages 1005-1045, December.
    28. Mirko S. Heinle & Kevin C. Smith, 2017. "A theory of risk disclosure," Review of Accounting Studies, Springer, vol. 22(4), pages 1459-1491, December.
    29. Russell Lundholm & Terry O'Keefe, 2001. "Reconciling Value Estimates from the Discounted Cash Flow Model and the Residual Income Model," Contemporary Accounting Research, John Wiley & Sons, vol. 18(2), pages 311-335, June.
    30. Cristi A. Gleason & W. Bruce Johnson & Haidan Li, 2013. "Valuation Model Use and the Price Target Performance of Sell†Side Equity Analysts," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 80-115, March.
    31. McInnis, John & Collins, Daniel W., 2011. "The effect of cash flow forecasts on accrual quality and benchmark beating," Journal of Accounting and Economics, Elsevier, vol. 51(3), pages 219-239, April.
    32. Long Chen & Xinlei Zhao, 2009. "Return Decomposition," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 5213-5249, December.
    33. Rebecca N. Hann & Heedong Kim & Yue Zheng, 2019. "Intra-industry information transfers: evidence from changes in implied volatility around earnings announcements," Review of Accounting Studies, Springer, vol. 24(3), pages 927-971, September.
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    2. Olbert, Lars, 2024. "Identifying gaps between research results and education," Journal of Accounting Education, Elsevier, vol. 66(C).

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    More about this item

    Keywords

    Uncertainty; Analysts; Investor demand; Valuation; Discounted cash flow (DCF); Cash flow; Discount rate; Textual analysis;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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