IDEAS home Printed from https://ideas.repec.org/a/gam/jjrfmx/v15y2022i8p338-d876317.html
   My bibliography  Save this article

Pandemic-Era Uncertainty

Author

Listed:
  • Brent Meyer

    (Federal Reserve Bank of Atlanta, Research Department, Atlanta, GA 30309, USA)

  • Emil Mihaylov

    (Federal Reserve Bank of Atlanta, Research Department, Atlanta, GA 30309, USA)

  • Jose Maria Barrero

    (Instituto Tecnológico Autónomo de México Business School, Mexico City 01080, Mexico)

  • Steven J. Davis

    (Booth School of Business, University of Chicago, Chicago, IL 60637, USA
    Hoover Institution, Stanford, CA 94305, USA)

  • David Altig

    (Federal Reserve Bank of Atlanta, Research Department, Atlanta, GA 30309, USA)

  • Nicholas Bloom

    (Department of Economics, Stanford University, Stanford, CA 94305, USA)

Abstract

We examine several measures of uncertainty to make five points. First, equity market traders and executives at nonfinancial firms have shared similar assessments about one-year-ahead uncertainty since the pandemic struck. Both the one-year VIX and our survey-based measure of firm-level uncertainty at a one-year forecast horizon doubled at the onset of the pandemic and then fell about half-way back to pre-pandemic levels by mid-2021. Second, and in contrast, the 1-month VIX, a Twitter-based Economic Uncertainty Index, and macro forecaster disagreement all rose sharply in reaction to the pandemic but retrenched almost completely by mid-2021. Third, Categorical Policy Uncertainty Indexes highlight the changing sources of uncertainty—from healthcare and fiscal policy uncertainty in spring 2020 to elevated uncertainty around monetary policy and national security as of May 2022. Fourth, firm-level risk perceptions skewed heavily to the downside in spring 2020 but shifted rapidly to the upside from fall 2020 onwards. Perceived upside uncertainty remains highly elevated as of early 2022. Fifth, our survey evidence suggests that elevated uncertainty is exerting only mild restraint on capital investment plans for 2022 and 2023, perhaps because perceived risks are so skewed to the upside.

Suggested Citation

  • Brent Meyer & Emil Mihaylov & Jose Maria Barrero & Steven J. Davis & David Altig & Nicholas Bloom, 2022. "Pandemic-Era Uncertainty," JRFM, MDPI, vol. 15(8), pages 1-14, July.
  • Handle: RePEc:gam:jjrfmx:v:15:y:2022:i:8:p:338-:d:876317
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1911-8074/15/8/338/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1911-8074/15/8/338/
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Arjun Ramani & Nicholas Bloom, 2021. "The Donut Effect of Covid-19 on Cities," NBER Working Papers 28876, National Bureau of Economic Research, Inc.
    2. Buffington, Catherine & Foster, Lucia & Jarmin, Ron & Ohlmacher, Scott & Ohlmacher, Scott, 2017. "The management and organizational practices survey (MOPS): An overview1," Journal of Economic and Social Measurement, IOS Press, issue 1, pages 1-26.
    3. Nicholas Bloom & Stephen J. Davis & Lucia Foster & Brian Lucking & Scott Ohlmacher & Itay Saporta Eksten, 2020. "Business-Level Expectations and Uncertainty," Working Papers 2020-181, Becker Friedman Institute for Research In Economics.
    4. Altig, Dave & Baker, Scott & Barrero, Jose Maria & Bloom, Nicholas & Bunn, Philip & Chen, Scarlet & Davis, Steven J. & Leather, Julia & Meyer, Brent & Mihaylov, Emil & Mizen, Paul & Parker, Nicholas &, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    5. 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.
    6. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    7. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2020. "COVID-19 Is Also a Reallocation Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 329-383.
    8. Robert Rich & Joseph Tracy, 2021. "A Closer Look at the Behavior of Uncertainty and Disagreement: Micro Evidence from the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(1), pages 233-253, February.
    9. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    10. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    11. Nicolas Crouzet & Janice C. Eberly, 2021. "Rents and Intangible Capital: A Q+ Framework," NBER Working Papers 28988, National Bureau of Economic Research, Inc.
    12. Andrew B. Abel & Janice C. Eberly, 1996. "Optimal Investment with Costly Reversibility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(4), pages 581-593.
    13. Apedo Amah,Marie Christine & Avdiu,Besart & Cirera,Xavier & Vargas Da Cruz,Marcio Jose & Davies,Elwyn Adriaan Robin & Grover,Arti Goswami & Iacovone,Leonardo & Kilinc,Umut & Medvedev,Denis & Maduko,Fr, 2020. "Unmasking the Impact of COVID-19 on Businesses : Firm Level Evidence from Across the World," Policy Research Working Paper Series 9434, The World Bank.
    14. Rietz, Thomas A., 1988. "The equity risk premium a solution," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 117-131, July.
    15. Brennan, Michael J & Schwartz, Eduardo S, 1985. "Evaluating Natural Resource Investments," The Journal of Business, University of Chicago Press, vol. 58(2), pages 135-157, April.
    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. Mathias Krogh & Giovanni Pellegrino, "undated". "Real Activity and Uncertainty Shocks: The Long and the Short of It," "Marco Fanno" Working Papers 0310, Dipartimento di Scienze Economiche "Marco Fanno".
    2. MORIKAWA Masayuki, 2022. "Uncertainty of Firms' Medium-term Outlook during the COVID-19 Pandemic," Discussion papers 22079, Research Institute of Economy, Trade and Industry (RIETI).
    3. Zamanzadeh, Akbar & Cavoli, Tony & Ghasemi, Matina & Rokni, Ladan, 2024. "The effect of actual and expected income shocks on mental wellbeing: Evidence from three East Asian countries during COVID-19," Economics & Human Biology, Elsevier, vol. 53(C).
    4. MORIKAWA Masayuki, 2022. "Firms' Knightian Uncertainty during the COVID-19 Crisis," Discussion papers 22089, Research Institute of Economy, Trade and Industry (RIETI).
    5. Zbieranek, Piotr, 2022. "Instytucje ramowe. Publiczne instytucje kultury jako katalizator metagovernance w polityce kulturalnej," Studia z Polityki Publicznej / Public Policy Studies, Warsaw School of Economics, vol. 9(4), pages 1-23, December.
    6. Gao, Haoyu & Li, Jinxuan & Wen, Huiyu, 2023. "Bank funding costs during the COVID-19 pandemic: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(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. N. Bloom, 2016. "Fluctuations in uncertainty," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 4.
    2. Lautenbacher, Stefan, 2020. "Subjective Uncertainty, Expectations, and Firm Behavior," MPRA Paper 103516, University Library of Munich, Germany.
    3. Altig, Dave & Baker, Scott & Barrero, Jose Maria & Bloom, Nicholas & Bunn, Philip & Chen, Scarlet & Davis, Steven J. & Leather, Julia & Meyer, Brent & Mihaylov, Emil & Mizen, Paul & Parker, Nicholas &, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    4. Shinohara, Takeshi & Okuda, Tatsushi & Nakajima, Jouchi, 2021. "Characteristics of Uncertainty Indices in the Macroeconomy," Economic Review, Hitotsubashi University, vol. 72(3), pages 246-267, July.
    5. Long, Shaobo & Pei, Hongxia & Tian, Hao & Li, Fangfang, 2021. "Asymmetric impacts of economic policy uncertainty, capital cost, and raw material cost on China’s investment," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 129-144.
    6. Davis, Graham A. & Cairns, Robert D., 2017. "The odd notion of “reversible investment”," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 172-180.
    7. Kazutaka Kurasawa, 2017. "Forecasting US recession with the economic policy uncertainty indexes of policy categories," Economics and Business Letters, Oviedo University Press, vol. 6(4), pages 100-109.
    8. Drobetz, Wolfgang & El Ghoul, Sadok & Guedhami, Omrane & Janzen, Malte, 2018. "Policy uncertainty, investment, and the cost of capital," Journal of Financial Stability, Elsevier, vol. 39(C), pages 28-45.
    9. Glover, Brent & Levine, Oliver, 2015. "Uncertainty, investment, and managerial incentives," Journal of Monetary Economics, Elsevier, vol. 69(C), pages 121-137.
    10. Luis H. R. Alvarez & Erkki Koskela, 2002. "Irreversible Investment under Interest Rate Variability: New Results," CESifo Working Paper Series 640, CESifo.
    11. Ji (George) Wu & Jian Zhang & Yiwen Wu & Dongmin Kong, 2020. "When to go abroad: economic policy uncertainty and Chinese firms’ overseas investment," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1435-1470, June.
    12. Tamilselvan, M. & Halder, Abhishek & Kannadhasan, M., 2024. "Exploring the ingredients, mixtures, and inclinations of geopolitical risk," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 187-206.
    13. Chen, Cheng & Senga, Tatsuro & Sun, Chang & Zhang, Hongyong, 2023. "Uncertainty, imperfect information, and expectation formation over the firm’s life cycle," Journal of Monetary Economics, Elsevier, vol. 140(C), pages 60-77.
    14. Miao, Jianjun & Wang, Neng, 2007. "Investment, consumption, and hedging under incomplete markets," Journal of Financial Economics, Elsevier, vol. 86(3), pages 608-642, December.
    15. Bar-Ilan, Avner & Strange, William C., 1998. "A model of sequential investment," Journal of Economic Dynamics and Control, Elsevier, vol. 22(3), pages 437-463, March.
    16. Ferguson, Andrew & Hu, Wei & Lam, Peter, 2022. "Political uncertainty and deal structure: Evidence from Australian mining project acquisitions," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    17. Tsekrekos, Andrianos E., 2010. "The effect of mean reversion on entry and exit decisions under uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 725-742, April.
    18. Nguyen, Minh Hong & Trinh, Vu Quang, 2023. "U.K. economic policy uncertainty and innovation activities: A firm-level analysis," Journal of Economics and Business, Elsevier, vol. 123(C).
    19. Lorenzo Bretscher & Alex Hsu & Andrea Tamoni, 2019. "Response of the Macroeconomy to Uncertainty Shocks:the Risk Premium Channel," 2019 Meeting Papers 1567, Society for Economic Dynamics.
    20. Azqueta-Gavaldon, Andres, 2023. "Political referenda and investment: Evidence from Scotland," European Journal of Political Economy, Elsevier, vol. 80(C).

    More about this item

    Keywords

    business expectations; uncertainty; subjective forecast distributions; capital investments;
    All these keywords.

    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

    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:gam:jjrfmx:v:15:y:2022:i:8:p:338-:d:876317. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.