IDEAS home Printed from https://ideas.repec.org/a/pal/imfecr/v73y2025i1d10.1057_s41308-024-00246-x.html
   My bibliography  Save this article

Did the Covid-19 Recession Increase the Demand for Digital Occupations in the USA? Evidence from Employment and Vacancies Data

Author

Listed:
  • Jiaming Soh

    (University of Michigan)

  • Myrto Oikonomou

    (International Monetary Fund)

  • Carlo Pizzinelli

    (International Monetary Fund)

  • Ippei Shibata

    (International Monetary Fund)

  • Marina M. Tavares

    (International Monetary Fund)

Abstract

This paper investigates whether Covid-19 increased the demand for digital occupations in the United States. Using O*NET data to capture the occupations’ digital content, we find that the digital share of employment and vacancies increased more in regions that were hit harder during the pandemic. However, this was driven by a smaller decline in employment and vacancies for digital occupations relative to non-digital ones, and not by an absolute increase in demand for digital workers. While digital occupations were more insulated, particularly in urban areas and cognitive occupations, there is little evidence of a permanent shift.

Suggested Citation

  • Jiaming Soh & Myrto Oikonomou & Carlo Pizzinelli & Ippei Shibata & Marina M. Tavares, 2025. "Did the Covid-19 Recession Increase the Demand for Digital Occupations in the USA? Evidence from Employment and Vacancies Data," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 73(1), pages 316-337, March.
    • Handle: RePEc:pal:imfecr:v:73:y:2025:i:1:d:10.1057_s41308-024-00246-x
    DOI: 10.1057/s41308-024-00246-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41308-024-00246-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41308-024-00246-x?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. Oikonomou, Myrto & Pierri, Nicola & Timmer, Yannick, 2023. "IT shields: Technology adoption and economic resilience during the COVID-19 pandemic," Labour Economics, Elsevier, vol. 81(C).
    2. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
    3. Cortes, Guido Matias & Jaimovich, Nir & Nekarda, Christopher J. & Siu, Henry E., 2020. "The dynamics of disappearing routine jobs: A flows approach," Labour Economics, Elsevier, vol. 65(C).
    4. Nicholas Bloom & Ruobing Han & James Liang, 2022. "How hybrid working from home works out," POID Working Papers 059, Centre for Economic Performance, LSE.
    5. Forsythe, Eliza & Kahn, Lisa B. & Lange, Fabian & Wiczer, David, 2022. "Where have all the workers gone? Recalls, retirements, and reallocation in the COVID recovery," Labour Economics, Elsevier, vol. 78(C).
    6. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    7. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    8. Hensvik, Lena & Le Barbanchon, Thomas & Rathelot, Roland, 2021. "Job search during the COVID-19 crisis," Journal of Public Economics, Elsevier, vol. 194(C).
    9. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    10. repec:cdl:econwp:qt4cc4w1hg is not listed on IDEAS
    11. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    12. repec:osf:socarx:c8wk7_v1 is not listed on IDEAS
    13. Larrimore, Jeff & Mortenson, Jacob & Splinter, David, 2022. "Earnings shocks and stabilization during COVID-19," Journal of Public Economics, Elsevier, vol. 206(C).
    14. repec:cdl:econwp:qt9ms1v2hp is not listed on IDEAS
    15. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    16. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis & Brent H. Meyer, 2021. "COVID-19 Is a Persistent Reallocation Shock," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 287-291, May.
    17. Bellatin, Alejandra & Galassi, Gabriela, 2022. "What COVID-19 May Leave Behind: Technology-Related Job Postings in Canada," IZA Discussion Papers 15209, Institute of Labor Economics (IZA).
    18. repec:cdl:econwp:qt7rx7t91p is not listed on IDEAS
    19. Hansen, Niels-Jakob H. & Mano, Rui C., 2023. "Mask mandates save lives," Journal of Health Economics, Elsevier, vol. 88(C).
    20. Shibata, Ippei, 2021. "The distributional impact of recessions: The global financial crisis and the COVID-19 pandemic recession," Journal of Economics and Business, Elsevier, vol. 115(C).
    21. Forsythe, Eliza & Kahn, Lisa B. & Lange, Fabian & Wiczer, David, 2020. "Labor demand in the time of COVID-19: Evidence from vacancy postings and UI claims," Journal of Public Economics, Elsevier, vol. 189(C).
    22. Olivier Coibion & Yuriy Gorodnichenko & Michael Weber, 2020. "Labor Markets During the COVID-19 Crisis: A Preliminary View," Working Papers 2020-41, Becker Friedman Institute for Research In Economics.
    23. Carlo Pizzinelli & Mr. Ippei Shibata, 2022. "Has COVID-19 Induced Labor Market Mismatch? Evidence from the US and the UK," IMF Working Papers 2022/005, International Monetary Fund.
    24. Crossley, Thomas F. & Fisher, Paul & Low, Hamish, 2021. "The heterogeneous and regressive consequences of COVID-19: Evidence from high quality panel data," Journal of Public Economics, Elsevier, vol. 193(C).
    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. Blanas, Sotiris & Oikonomou, Rigas, 2023. "COVID-induced economic uncertainty, tasks and occupational demand," Labour Economics, Elsevier, vol. 81(C).
    2. Egana-delSol, Pablo & Micco, Alejandro, 2024. "The Role of Technological Change in the Evolution of the Employment to Output Elasticity," IZA Discussion Papers 17003, Institute of Labor Economics (IZA).
    3. Pizzinelli, Carlo & Shibata, Ippei, 2023. "Has COVID-19 induced labor market mismatch? Evidence from the US and the UK," Labour Economics, Elsevier, vol. 81(C).
    4. Alex Chernoff & Gabriela Galassi, 2023. "Digitalization: Labour Markets," Discussion Papers 2023-16, Bank of Canada.
    5. Oikonomou, Myrto & Pierri, Nicola & Timmer, Yannick, 2023. "IT shields: Technology adoption and economic resilience during the COVID-19 pandemic," Labour Economics, Elsevier, vol. 81(C).
    6. Alejandra Bellatin & Gabriela Galassi, 2022. "What COVID-19 May Leave Behind: Technology-Related Job Postings in Canada," Staff Working Papers 22-17, Bank of Canada.
    7. Murillo Campello & Gaurav Kankanhalli & Pradeep Muthukrishnan, 2020. "Corporate Hiring under COVID-19: Labor Market Concentration, Downskilling, and Income Inequality," NBER Working Papers 27208, National Bureau of Economic Research, Inc.
    8. Gu, Ran & Zhong, Ling, 2023. "Effects of stay-at-home orders on skill requirements in vacancy postings," Labour Economics, Elsevier, vol. 82(C).
    9. Alex Chernoff & Casey Warman, 2023. "COVID-19 and implications for automation," Applied Economics, Taylor & Francis Journals, vol. 55(17), pages 1939-1957, April.
    10. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
    11. Alipour, Jean-Victor & Fadinger, Harald & Schymik, Jan, 2021. "My home is my castle – The benefits of working from home during a pandemic crisis," Journal of Public Economics, Elsevier, vol. 196(C).
    12. Forsythe, Eliza & Kahn, Lisa B. & Lange, Fabian & Wiczer, David, 2022. "Where have all the workers gone? Recalls, retirements, and reallocation in the COVID recovery," Labour Economics, Elsevier, vol. 78(C).
    13. Blit, Joel, 2020. "Automation and reallocation: The lasting legacy of COVID-19 in Canada," CLEF Working Paper Series 31, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    14. Balgová, Mária & Trenkle, Simon & Zimpelmann, Christian & Pestel, Nico, 2022. "Job search during a pandemic recession: Survey evidence from the Netherlands," Labour Economics, Elsevier, vol. 75(C).
    15. Barth, Erling & Bryson, Alex & Dale-Olsen, Harald, 2022. "Creative Disruption: Technology Innovation, Labour Demand and the Pandemic," IZA Discussion Papers 15762, Institute of Labor Economics (IZA).
    16. Forsythe, Eliza & Kahn, Lisa B. & Lange, Fabian & Wiczer, David, 2020. "Labor demand in the time of COVID-19: Evidence from vacancy postings and UI claims," Journal of Public Economics, Elsevier, vol. 189(C).
    17. Leonardo Bonilla-Mejía & Luz A. Florez & Didier Hermida & Francisco Lasso & Leonardo Fabio Morales & Juan Jose Ospina & José Pulido, 2023. "Is the COVID-19 Pandemic Fast-Tracking Automation in Developing Countries? Evidence from Colombia," Journal of Human Capital, University of Chicago Press, vol. 17(4), pages 593-616.
    18. Gathmann, Christina & Kagerl, Christian & Pohlan, Laura & Roth, Duncan, 2024. "The pandemic push: Digital technologies and workforce adjustments," Labour Economics, Elsevier, vol. 89(C).
    19. Asako Chiba & Shunsuke Hori & Taisuke Nakata, 2025. "Quarantine and Its Scar on Labor," CARF F-Series CARF-F-595, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    20. Chuan, Amanda & Zhang, Weilong, 2023. "Non-college Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," IZA Discussion Papers 16089, Institute of Labor Economics (IZA).

    More about this item

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

    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:pal:imfecr:v:73:y:2025:i:1:d:10.1057_s41308-024-00246-x. 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.palgrave-journals.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.