IDEAS home Printed from https://ideas.repec.org/a/spr/reaccs/v28y2023i2d10.1007_s11142-021-09658-w.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11142-021-09658-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11142-021-09658-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. Miller, Edward M, 1977. "Risk, Uncertainty, and Divergence of Opinion," Journal of Finance, American Finance Association, vol. 32(4), pages 1151-1168, September.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Chay, J.B. & Suh, Jungwon, 2009. "Payout policy and cash-flow uncertainty," Journal of Financial Economics, Elsevier, vol. 93(1), pages 88-107, July.
    10. 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.
    11. 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.
    12. repec:bla:jfinan:v:59:y:2004:i:4:p:1481-1509 is not listed on IDEAS
    13. 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.
    14. 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.
    15. Mirko S. Heinle & Kevin C. Smith, 2017. "A theory of risk disclosure," Review of Accounting Studies, Springer, vol. 22(4), pages 1459-1491, December.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. John Y. Campbell & Tuomo Vuolteenaho, 2004. "Bad Beta, Good Beta," American Economic Review, American Economic Association, vol. 94(5), pages 1249-1275, December.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. Long Chen & Xinlei Zhao, 2009. "Return Decomposition," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 5213-5249, December.
    32. 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.
    33. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Yin & Peng, Hongxing & Liu, Tingli & Xie, Kehuang, 2024. "Corporate innovation and analysts’ estimates of the cost of equity: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 83-101.
    2. Olbert, Lars, 2024. "Identifying gaps between research results and education," Journal of Accounting Education, Elsevier, vol. 66(C).

    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. Markus Buxbaum & Wolfgang Schultze & Samuel L. Tiras, 2023. "Do analysts’ target prices stabilize the stock market?," Review of Quantitative Finance and Accounting, Springer, vol. 61(3), pages 763-816, October.
    2. Peter R. Joos & Joseph D. Piotroski, 2017. "The best of all possible worlds: unraveling target price optimism using analysts’ scenario-based valuations," Review of Accounting Studies, Springer, vol. 22(4), pages 1492-1540, December.
    3. Wu, Ming & Ohk, Kiyool & Ko, Kwangsoo, 2019. "Are cash-flow betas really bad? Evidence from the Greater Chinese stock markets," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 58-68.
    4. Mohsen Jafarian & Fauzias Mat Nor & Izani Ibrahim, 2018. "The Relative Importance of Cash Flow News and Discount Rate News at Driving Stock Price Change," Capital Markets Review, Malaysian Finance Association, vol. 26(1), pages 56-72.
    5. Lof, Matthijs & Nyberg, Henri, 2024. "Discount rates and cash flows: A local projection approach," Journal of Banking & Finance, Elsevier, vol. 162(C).
    6. Zhi Da & Qianqiu Liu & Ernst Schaumburg, 2011. "Decomposing short-term return reversal," Staff Reports 513, Federal Reserve Bank of New York.
    7. Srivastava, Pranjal & Jacob, Joshy, 2022. "Risk information - normal markets and the COVID-19 pandemic period," IIMA Working Papers WP 2022-10-02, Indian Institute of Management Ahmedabad, Research and Publication Department.
    8. Zolotoy, Leon & Frederickson, James R. & Lyon, John D., 2017. "Aggregate earnings and stock market returns: The good, the bad, and the state-dependent," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 157-175.
    9. Budi Frensidy & Ryan Joshua Pelealu & Robiyanto Robiyanto, 2020. "Analysis of Equity Valuation Models and Target Price Accuracy: An Evidence From Analyst Reports in Indonesia," SAGE Open, , vol. 10(4), pages 21582440209, October.
    10. Stefan Nagel, 2013. "Empirical Cross-Sectional Asset Pricing," Annual Review of Financial Economics, Annual Reviews, vol. 5(1), pages 167-199, November.
    11. Maio, Paulo & Philip, Dennis, 2015. "Macro variables and the components of stock returns," Journal of Empirical Finance, Elsevier, vol. 33(C), pages 287-308.
    12. , & Stein, Tobias, 2021. "Equity premium predictability over the business cycle," CEPR Discussion Papers 16357, C.E.P.R. Discussion Papers.
    13. Mao, Mike Qinghao & Wei, K.C. John, 2014. "Price and earnings momentum: An explanation using return decomposition," Journal of Empirical Finance, Elsevier, vol. 28(C), pages 332-351.
    14. Carmelo Giaccotto & Alain Krapl, 2014. "Good News and Bad News about Firm-Level Stock Returns of Internationally Exposed Firms," International Review of Finance, International Review of Finance Ltd., vol. 14(4), pages 523-550, December.
    15. Roberto Pascual, 2021. "Do analysts forecast differently in periods of uncertainty? An empirical analysis of target prices for Spanish banks," Working Papers 2144, Banco de España.
    16. 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.
    17. Peter Clarkson & Alexander Nekrasov & Andreas Simon & Irene Tutticci, 2020. "Target price forecasts: The roles of the 52‐week high price and recent investor sentiment," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(9-10), pages 1365-1399, October.
    18. Botshekan, Mahmoud & Kraeussl, Roman & Lucas, Andre, 2012. "Cash Flow and Discount Rate Risk in Up and Down Markets: What Is Actually Priced?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(6), pages 1279-1301, December.
    19. Engsted, Tom & Pedersen, Thomas Q. & Tanggaard, Carsten, 2012. "Pitfalls in VAR based return decompositions: A clarification," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1255-1265.
    20. Ambrus Kecskés & Roni Michaely & Kent L. Womack, 2017. "Do Earnings Estimates Add Value to Sell-Side Analysts’ Investment Recommendations?," Management Science, INFORMS, vol. 63(6), pages 1855-1871, June.

    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

    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:spr:reaccs:v:28:y:2023:i:2:d:10.1007_s11142-021-09658-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.