IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/27829.html
   My bibliography  Save this paper

Pandemics, Vaccines and an Earnings Damage Function

Author

Listed:
  • Harrison Hong
  • Jeffrey D. Kubik
  • Neng Wang
  • Xiao Xu
  • Jinqiang Yang

Abstract

We derive a parsimonious model of damage to corporate earnings from COVID-19. Using measures of expected damage from industry-level earnings forecast revisions, we estimate this model with nonlinear least squares and identifying restrictions related to forecast rationality. Forecasts in mid-May 2020 imply an earnings crash and lower earnings growth until a vaccine arrives in 1.48 years (95% CI [0.61, 5.88]). We extend our framework to account for time-varying vaccine arrival rates. Mid-August 2020 forecasts imply a vaccine arrival in 0.61 years (95% CI [0.35, 1.06]), which is due to positive vaccine news as opposed to fiscal or monetary policy news.

Suggested Citation

  • Harrison Hong & Jeffrey D. Kubik & Neng Wang & Xiao Xu & Jinqiang Yang, 2020. "Pandemics, Vaccines and an Earnings Damage Function," NBER Working Papers 27829, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:27829
    Note: AP CF
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w27829.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stefano Giglio & Matteo Maggiori & Johannes Stroebel & Stephen Utkus, 2020. "Inside the Mind of a Stock Market Crash," CESifo Working Paper Series 8334, CESifo.
    2. Vadim Elenev & Tim Landvoigt & Stijn Van Nieuwerburgh, 2022. "Can the covid bailouts save the economy?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(110), pages 277-330.
    3. Stefano Ramelli & Alexander F. Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," Swiss Finance Institute Research Paper Series 20-12, Swiss Finance Institute.
    4. Niels Joachim Gormsen & Ralph S J Koijen & Nikolai Roussanov, 0. "Coronavirus: Impact on Stock Prices and Growth Expectations," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 574-597.
    5. Hassan, Tarek & Hollander, Stephan & van Lent, Laurence & Schwedeler, Markus & Tahoun, Ahmed, 2020. "Firm-Level Exposure to Epidemic Diseases: Covid-19, SARS, and H1N1," CEPR Discussion Papers 14573, C.E.P.R. Discussion Papers.
    6. Pagano, Marco & Wagner, Christian & Zechner, Josef, 2023. "Disaster resilience and asset prices," Journal of Financial Economics, Elsevier, vol. 150(2).
    7. Ding, Wenzhi & Levine, Ross & Lin, Chen & Xie, Wensi, 2021. "Corporate immunity to the COVID-19 pandemic," Journal of Financial Economics, Elsevier, vol. 141(2), pages 802-830.
    8. Laura Montenovo & Xuan Jiang & Felipe Lozano Rojas & Ian M. Schmutte & Kosali I. Simon & Bruce A. Weinberg & Coady Wing, 2020. "Determinants of Disparities in Covid-19 Job Losses," NBER Working Papers 27132, National Bureau of Economic Research, Inc.
    9. Wagner, Alexander F. & Ramelli, Stefano, 2020. "Feverish Stock Price Reactions to COVID-19," CEPR Discussion Papers 14511, C.E.P.R. Discussion Papers.
    10. Julian Kozlowski & Laura Veldkamp & Venky Venkateswaran, 2020. "Scarring Body and Mind: The Long-Term Belief-Scarring Effects of COVID-19," NBER Working Papers 27439, National Bureau of Economic Research, Inc.
    11. Stefano Ramelli & Alexander F Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 622-655.
    12. Stefano Ramelli & Alexander F Wagner, 0. "Feverish Stock Price Reactions to COVID-19," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 622-655.
    13. Augustin Landier & David Thesmar, 2020. "Earnings Expectations in the COVID Crisis," NBER Working Papers 27160, National Bureau of Economic Research, Inc.
    14. Laura Alfaro & Anusha Chari & Andrew N. Greenland & Peter K. Schott, 2020. "Aggregate and Firm-Level Stock Returns During Pandemics, in Real Time," NBER Working Papers 26950, National Bureau of Economic Research, Inc.
    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. Joost Bats & William Greif & Daniel Kapp, 2021. "The rise in the cross-sectoral dispersion of earnings expectations during COVID-19," Working Papers 724, DNB.
    2. Viral V. Acharya & Timothy Johnson & Suresh Sundaresan & Steven Zheng, 2020. "The Value of a Cure: An Asset Pricing Perspective," NBER Working Papers 28127, National Bureau of Economic Research, Inc.

    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. Michal Bernardelli & Zbigniew Korzeb & Pawel Niedziolka, 2021. "The banking sector as the absorber of the COVID-19 crisis’ economic consequences: perception of WSE investors," Oeconomia Copernicana, Institute of Economic Research, vol. 12(2), pages 335-374, June.
    2. Steven J. Davis & Dingqian Liu & Xuguang Simon Sheng, 2022. "Stock Prices and Economic Activity in the Time of Coronavirus," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 70(1), pages 32-67, March.
    3. Pagano, Marco & Wagner, Christian & Zechner, Josef, 2023. "Disaster resilience and asset prices," Journal of Financial Economics, Elsevier, vol. 150(2).
    4. Wagner, Alexander F. & Glossner, Simon & Matos, Pedro Pinto & Ramelli, Stefano, 2022. "Do institutional investors stabilize equity markets in crisis periods? Evidence from COVID-19," CEPR Discussion Papers 15070, C.E.P.R. Discussion Papers.
    5. Nils Engelhardt & Jens Ekkenga & Peter Posch, 2021. "ESG Ratings and Stock Performance during the COVID-19 Crisis," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
    6. Laeven, Luc, 2022. "Pandemics, intermediate goods, and corporate valuation," Journal of International Money and Finance, Elsevier, vol. 120(C).
    7. Greppmair, Stefan & Jank, Stephan & Smajlbegovic, Esad, 2023. "On the importance of fiscal space: Evidence from short sellers during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 147(C).
    8. Bae, Kee-Hong & El Ghoul, Sadok & Gong, Zhaoran (Jason) & Guedhami, Omrane, 2021. "Does CSR matter in times of crisis? Evidence from the COVID-19 pandemic," Journal of Corporate Finance, Elsevier, vol. 67(C).
    9. Massimiliano Affinito & Raffaele Santioni, 2021. "When the panic broke out: COVID-19 and investment funds' portfolio rebalancing around the world," Temi di discussione (Economic working papers) 1342, Bank of Italy, Economic Research and International Relations Area.
    10. Rahman, Md Lutfur & Al Mamun, Mohammed Abdullah, 2021. "How resilient are the Asia Pacific financial markets against a global pandemic?," Pacific-Basin Finance Journal, Elsevier, vol. 69(C).
    11. Cakici, Nusret & Zaremba, Adam, 2021. "Who should be afraid of infections? Pandemic exposure and the cross-section of stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    12. Xiaoling Chu & Chiuling Lu & Desmond Tsang, 2021. "Geographic Scope and Real Estate Firm Performance during the COVID-19 Pandemic," JRFM, MDPI, vol. 14(7), pages 1-16, July.
    13. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2022. "The role of non-critical business and telework propensity in international stock markets during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    14. Roddy Allan & Ervi Liusman & Teddy Lu & Desmond Tsang, 2021. "The COVID-19 Pandemic and Commercial Property Rent Dynamics," JRFM, MDPI, vol. 14(8), pages 1-24, August.
    15. Heyden, Kim J. & Heyden, Thomas, 2021. "Market reactions to the arrival and containment of COVID-19: An event study," Finance Research Letters, Elsevier, vol. 38(C).
    16. Ștefan Cristian Gherghina & Daniel Ștefan Armeanu & Camelia Cătălina Joldeș, 2020. "Stock Market Reactions to COVID-19 Pandemic Outbreak: Quantitative Evidence from ARDL Bounds Tests and Granger Causality Analysis," IJERPH, MDPI, vol. 17(18), pages 1-35, September.
    17. Gregory, Richard Paul, 2022. "ESG scores and the response of the S&P 1500 to monetary and fiscal policy during the Covid-19 pandemic," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 446-456.
    18. Contessi, Silvio & De Pace, Pierangelo, 2021. "The international spread of COVID-19 stock market collapses," Finance Research Letters, Elsevier, vol. 42(C).
    19. Viral V. Acharya & Robert F. Engle III & Maximilian Jager & Sascha Steffen, 2021. "Why Did Bank Stocks Crash During COVID-19?," NBER Working Papers 28559, National Bureau of Economic Research, Inc.
    20. Pascal Böni & Heinz Zimmermann, 2021. "Are stock prices driven by expected growth rather than discount rates? Evidence based on the COVID-19 crisis," Risk Management, Palgrave Macmillan, vol. 23(1), pages 1-29, June.

    More about this item

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:27829. 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.