IDEAS home Printed from https://ideas.repec.org/a/eee/advacc/v69y2025ics088261102500032x.html

Earnings versus cash flows in equity valuation: Evidence from the COVID-19 crisis

Author

Listed:
  • Kim, Jeong-Bon
  • Kim, Junwoo
  • Lee, Jay Junghun

Abstract

This study investigates the role of earnings and cash flows in equity valuation under severe uncertainty about firm fundamentals. Using the COVID-19 pandemic as an exogenous shock that exacerbates fundamental uncertainty, we find that severe uncertainty leads investors to increase the valuation weight on cash flows and reduce the valuation weight on earnings. Consequently, while net earnings dominate operating cash flows in explaining the cross-section of stock returns during the pre-pandemic period, operating cash flows outperform net earnings during the pandemic period. We also find that the decrease in the value relevance of earnings is attributable to the decline in the valuation weight on the accrual component of earnings. Further analyses reveal that the dominance of cash flows over earnings is less pronounced for operating earnings than for net earnings and that the valuation weight on cash flows increases with ex-ante exposure to the pandemic shock and with the level of financial inflexibility. Moreover, we find that while analysts' earnings forecasts become less accurate and more dispersed during the pandemic period, their cash flow forecasts do not exhibit significant changes in forecast accuracy or dispersion over the same period. Our evidence highlights the relative importance of cash flows versus earnings under severe uncertainty about firms' prospects.

Suggested Citation

  • Kim, Jeong-Bon & Kim, Junwoo & Lee, Jay Junghun, 2025. "Earnings versus cash flows in equity valuation: Evidence from the COVID-19 crisis," Advances in accounting, Elsevier, vol. 69(C).
  • Handle: RePEc:eee:advacc:v:69:y:2025:i:c:s088261102500032x
    DOI: 10.1016/j.adiac.2025.100837
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S088261102500032X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.adiac.2025.100837?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Valentin Haddad & Alan Moreira & Tyler Muir, 2021. "When Selling Becomes Viral: Disruptions in Debt Markets in the COVID-19 Crisis and the Fed’s Response [Funding value adjustments]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5309-5351.
    2. Tuomo Vuolteenaho, 2002. "What Drives Firm‐Level Stock Returns?," Journal of Finance, American Finance Association, vol. 57(1), pages 233-264, February.
    3. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    4. repec:eme:maj000:maj-05-2021-3149 is not listed on IDEAS
    5. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    6. Lei Li & Yi Li & Marco Macchiavelli & Xing (Alex) Zhou, 2021. "Liquidity Restrictions, Runs, and Central Bank Interventions: Evidence from Money Market Funds [Dealer financial conditions and lender-of-last-resort facilities]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5402-5437.
    7. Holthausen, Robert W. & Watts, Ross L., 2001. "The relevance of the value-relevance literature for financial accounting standard setting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 3-75, September.
    8. Pattanaporn Chatjuthamard & Pavitra Jindahra & Pattarake Sarajoti & Sirimon Treepongkaruna, 2021. "The effect of COVID‐19 on the global stock market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(3), pages 4923-4953, September.
    9. Badertscher, Brad A. & Collins, Daniel W. & Lys, Thomas Z., 2012. "Discretionary accounting choices and the predictive ability of accruals with respect to future cash flows," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 330-352.
    10. Russell Lundholm & Linda A. Myers, 2002. "Bringing the Future Forward: The Effect of Disclosure on the Returns‐Earnings Relation," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 40(3), pages 809-839, June.
    11. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    12. Guay, WR & Kothari, SP & Watts, RL, 1996. "A market-based evaluation of discretionary accrual models," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 34, pages 83-105.
    13. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    14. Gary C. Biddle & Gim S. Seow & Andrew F. Siegel, 1995. "Relative versus Incremental Information Content," Contemporary Accounting Research, John Wiley & Sons, vol. 12(1), pages 1-23, September.
    15. Dimitris Papanikolaou & Lawrence D W Schmidt, 2022. "Working Remotely and the Supply-Side Impact of COVID-19 [The unprecedented stock market reaction to COVID-19]," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 12(1), pages 53-111.
    16. Ed deHaan & Ties de Kok & Dawn Matsumoto & Edgar Rodriguez-Vazquez, 2023. "How Resilient Are Firms’ Financial Reporting Processes?," Management Science, INFORMS, vol. 69(4), pages 2536-2545, April.
    17. Anil Arya & Shyam Sunder & Jonathan Glover, 2002. "Are Unmanaged Earnings Always Better for Shareholders?," Yale School of Management Working Papers ysm295, Yale School of Management, revised 01 Feb 2003.
    18. Julia D’Souza & K. Ramesh & Min Shen, 2010. "Disclosure of GAAP line items in earnings announcements," Review of Accounting Studies, Springer, vol. 15(1), pages 179-219, March.
    19. Jensen, Michael C. & Meckling, William H., 2008. "Theory of the firm: managerial behavior, agency costs and ownership structure," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(2), April.
    20. Patricia M. Dechow & Ryan D. Erhard & Richard G. Sloan & And Mark T. Soliman, 2021. "Implied Equity Duration: A Measure of Pandemic Shutdown Risk," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 59(1), pages 243-281, March.
    21. Francis, J & Schipper, K, 1999. "Have financial statements lost their relevance?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 37(2), pages 319-352.
    22. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    23. Richardson, Scott A. & Sloan, Richard G. & Soliman, Mark T. & Tuna, Irem, 2005. "Accrual reliability, earnings persistence and stock prices," Journal of Accounting and Economics, Elsevier, vol. 39(3), pages 437-485, September.
    24. Subramanyam, K. R., 1996. "The pricing of discretionary accruals," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 249-281, October.
    25. Ball, Ray & Nikolaev, Valeri V., 2022. "On earnings and cash flows as predictors of future cash flows," Journal of Accounting and Economics, Elsevier, vol. 73(1).
    26. Dechow, Patricia M. & Hutton, Amy P. & Sloan, Richard G., 1999. "An empirical assessment of the residual income valuation model1," Journal of Accounting and Economics, Elsevier, vol. 26(1-3), pages 1-34, January.
    27. Dechow, Patricia M., 1994. "Accounting earnings and cash flows as measures of firm performance : The role of accounting accruals," Journal of Accounting and Economics, Elsevier, vol. 18(1), pages 3-42, July.
    28. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    29. Shadi Farshadfar & Reza Monem, 2013. "The usefulness of operating cash flow and accrual components in improving the predictive ability of earnings: a re-examination and extension," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 53(4), pages 1061-1082, December.
    30. Michel Magnan & Garen Markarian, 2011. "Accounting, Governance and the Crisis: Is Risk the Missing Link?," European Accounting Review, Taylor & Francis Journals, vol. 20(2), pages 215-231.
    31. 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.
    32. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    33. Rüdiger Fahlenbrach & Kevin Rageth & René M Stulz, 2021. "How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis [The risk of being a fallen angel and the corporate dash for cash in the midst of COVID]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5474-5521.
    34. Taylor, Alan M. & Sufi, Amir, 2021. "Financial crises: A survey," CEPR Discussion Papers 16450, Centre for Economic Policy Research.
    35. Guoping Liu & Jerry Sun, 2022. "The impact of COVID-19 pandemic on earnings management and the value relevance of earnings: US evidence," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 37(7), pages 850-868, February.
    36. Ole-Kristian Hope & Congcong Li & Mark Shuai Ma & Xijiang Su, 2023. "Is silence golden sometimes? Management guidance withdrawals during the COVID-19 pandemic," Review of Accounting Studies, Springer, vol. 28(4), pages 2319-2360, December.
    37. Itay Goldstein & Ralph S J Koijen & Holger M Mueller, 2021. "COVID-19 and Its Impact on Financial Markets and the Real Economy [A model of endogenous risk intolerance and LSAPs: Asset prices and aggregate demand in a “COVID-19” shock]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5135-5148.
    38. Collins, Daniel W. & Kothari, S. P., 1989. "An analysis of intertemporal and cross-sectional determinants of earnings response coefficients," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 143-181, July.
    39. Collins, Daniel W. & Kothari, S. P. & Shanken, Jay & Sloan, Richard G., 1994. "Lack of timeliness and noise as explanations for the low contemporaneuos return-earnings association," Journal of Accounting and Economics, Elsevier, vol. 18(3), pages 289-324, November.
    40. Bin Miao & Siew Hong Teoh & Zinan Zhu, 2016. "Limited attention, statement of cash flow disclosure, and the valuation of accruals," Review of Accounting Studies, Springer, vol. 21(2), pages 473-515, June.
    41. X. Frank Zhang, 2006. "Information Uncertainty and Analyst Forecast Behavior," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 565-590, June.
    42. Lynn Rees & Wayne Thomas, 2010. "The stock price effects of changes in dispersion of investor beliefs during earnings announcements," Review of Accounting Studies, Springer, vol. 15(1), pages 1-31, March.
    43. Cheng, CSA & Liu, CS & Schaefer, TF, 1996. "Earnings permanence and the incremental information content of cash flows from operations," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 34(1), pages 173-181.
    44. Louis, Henock & Robinson, Dahlia, 2005. "Do managers credibly use accruals to signal private information? Evidence from the pricing of discretionary accruals around stock splits," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 361-380, June.
    45. Lev, B & Zarowin, P, 1999. "The boundaries of financial reporting and how to extend them," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 37(2), pages 353-385.
    46. Collins, Daniel W. & Maydew, Edward L. & Weiss, Ira S., 1997. "Changes in the value-relevance of earnings and book values over the past forty years," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 39-67, December.
    47. Nallareddy, Suresh & Sethuraman, Mani & Venkatachalam, Mohan, 2020. "Changes in accrual properties and operating environment: Implications for cash flow predictability," Journal of Accounting and Economics, Elsevier, vol. 69(2).
    48. Sudipta Bose & Syed Shams & Muhammad Jahangir Ali & Dessalegn Mihret, 2022. "COVID‐19 impact, sustainability performance and firm value: international evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 597-643, March.
    49. Guay, W. & Kothari, S.P. & Watts, R.L., 1996. "A Market-Based Evaluation of Discretionary-Accrual Models," Papers 96-01, Rochester, Business - Financial Research and Policy Studies.
    50. Jing Liu & Doron Nissim & Jacob Thomas, 2007. "Is Cash Flow King in Valuations?," Financial Analysts Journal, Taylor & Francis Journals, vol. 63(2), pages 56-68, March.
    51. Nelson, Karen K. & Barth, Mary E. & Cram, Donald, 2001. "Accruals and the Prediction of Future Cash Flows," Research Papers 1594r, Stanford University, Graduate School of Business.
    52. Jennifer Francis & Katherine Schipper & Linda Vincent, 2003. "The Relative and Incremental Explanatory Power of Earnings and Alternative (to Earnings) Performance Measures for Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 20(1), pages 121-164, March.
    53. Christensen, Peter O. & Feltham, Gerald A. & Sabac, Florin, 2005. "A contracting perspective on earnings quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 265-294, June.
    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. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    2. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    3. Badertscher, Brad A. & Collins, Daniel W. & Lys, Thomas Z., 2012. "Discretionary accounting choices and the predictive ability of accruals with respect to future cash flows," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 330-352.
    4. Chad R. Larson & Richard Sloan & Jenny Zha Giedt, 2018. "Defining, measuring, and modeling accruals: a guide for researchers," Review of Accounting Studies, Springer, vol. 23(3), pages 827-871, September.
    5. Tami Dinh Thi & Wolfgang Schultze, 2011. "Capitalizing research & development and ‘other information’: the incremental information content of accruals versus cash flows," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 22(3), pages 241-278, November.
    6. Julia D’Souza & K. Ramesh & Min Shen, 2010. "Disclosure of GAAP line items in earnings announcements," Review of Accounting Studies, Springer, vol. 15(1), pages 179-219, March.
    7. Mohamed Sellami, 2006. "Typologie des déterminants comptables de la valeur : Apports de l'approche économique de l'information dans la mesure de la valeur," Post-Print halshs-00558252, HAL.
    8. Eddie Chamisa & Musa Mangena & Hamutyinei Harvey Pamburai & Venancio Tauringana, 2018. "Financial reporting in hyperinflationary economies and the value relevance of accounting amounts: hard evidence from Zimbabwe," Review of Accounting Studies, Springer, vol. 23(4), pages 1241-1273, December.
    9. Igor Goncharov & Allan Hodgson, 2008. "Comprehensive Income In Europe: Valuation, Prediction And Conservative Issues," Annales Universitatis Apulensis Series Oeconomica, Faculty of Sciences, "1 Decembrie 1918" University, Alba Iulia, vol. 1(10), pages 1-1.
    10. Anne Albrecht & Matt Glendening & Kyonghee Kim & Kwang J. Lee, 2024. "Material changes in accounting estimates and the usefulness of earnings," Review of Accounting Studies, Springer, vol. 29(2), pages 1320-1359, June.
    11. Myungsun Kim & William Kross, 2005. "The Ability of Earnings to Predict Future Operating Cash Flows Has Been Increasing—Not Decreasing," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 43(5), pages 753-780, December.
    12. Julia Sawicki & Keshab Shrestha, 2014. "Misvaluation and Insider Trading Incentives for Accrual-based and Real Earnings Management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(7-8), pages 926-949, September.
    13. Dichev, Ilia D. & Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2013. "Earnings quality: Evidence from the field," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 1-33.
    14. Pooja Kumari & Chandra Sekhar Mishra, 2020. "Equity Values and Prediction of Earnings with Disaggregation of Earnings in India," Global Business Review, International Management Institute, vol. 21(4), pages 990-1010, August.
    15. Anup Srivastava, 2014. "Selling-price estimates in revenue recognition and the usefulness of financial statements," Review of Accounting Studies, Springer, vol. 19(2), pages 661-697, June.
    16. S. P. Kothari & Charles Wasley, 2019. "Commemorating the 50‐Year Anniversary of Ball and Brown (1968): The Evolution of Capital Market Research over the Past 50 Years," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 57(5), pages 1117-1159, December.
    17. Helena Isidro & José G. Dias, 2017. "Earnings quality and the heterogeneous relation between earnings and stock returns," Review of Quantitative Finance and Accounting, Springer, vol. 49(4), pages 1143-1165, November.
    18. Adnan Shoaib & Muhammad A. Siddiqui, 2022. "Earning information content changes based on accrual measures and quality measures: Evidences from member countries of Asia Pacific trade agreement," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1526-1546, January.
    19. Elmar R. Venter & David Emanuel & Steven F. Cahan, 2014. "The Value Relevance of Mandatory Non-GAAP Earnings," Abacus, Accounting Foundation, University of Sydney, vol. 50(1), pages 1-24, March.
    20. Kumari, Pooja & Mishra, Chandra Sekhar, 2020. "Value relevance of aggregated and disaggregated earnings in India: Significance of intangible intensity," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 39(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    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:eee:advacc:v:69:y:2025:i:c:s088261102500032x. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/advances-in-accounting/ .

    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.