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“Forced Automation” by COVID-19? Early Trends from Current Population Survey Data

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  • Lei Ding
  • Julieth Saenz Molina

Abstract

This empirical study evaluates whether COVID-19 and the threat of future pandemics has expedited the process of automation in the U.S. The results suggest that the pandemic displaced more workers in automatable occupations, putting them at a greater risk of being permanently automated. The automatable jobs that are more vulnerable to the pandemic include jobs that do not permit remote work, have a high risk of COVID-19 transmission, or are in the most affected sectors. While most of the job losses during the pandemic are expected to be temporary, a replication of the analysis for the Great Recession suggests the losses of automatable jobs could become permanent during the recovery. The pandemic also hit automatable jobs held by minority workers particularly hard, increasing the risk of permanent job losses for these workers who are already vulnerable in the job market

Suggested Citation

  • Lei Ding & Julieth Saenz Molina, 2020. "“Forced Automation” by COVID-19? Early Trends from Current Population Survey Data," Community Affairs Discussion Paper 88713, Federal Reserve Bank of Philadelphia.
  • Handle: RePEc:fip:fedpcd:88713
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    References listed on IDEAS

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    1. Simon Mongey & Laura Pilossoph & Alex Weinberg, 2020. "Which Workers Bear the Burden of Social Distancing Policies?," Working Papers 2020-51, Becker Friedman Institute for Research In Economics.
    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. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    4. 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.
    5. Angelucci, Manuela & Angrisani, Marco & Bennett, Daniel M & Kapteyn, Arie & Schaner, Simone G., 2020. "Remote Work and the Heterogeneous Impact of COVID-19 on Employment and Health," IZA Discussion Papers 13620, Institute of Labor Economics (IZA).
    6. Alexander W. Bartik & Marianne Bertrand & Feng Lin & Jesse Rothstein & Matthew Unrath, 2020. "Measuring the Labor Market at the Onset of the COVID-19 Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 239-268;316.
    7. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    8. Simon Mongey & Laura Pilossoph & Alexander Weinberg, 2021. "Which workers bear the burden of social distancing?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(3), pages 509-526, September.
    9. 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.
    10. 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.
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    Cited by:

    1. 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.

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    Keywords

    employment; COVID-19; automation;
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