IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/28083.html

Searching, Recalls, and Tightness: An Interim Report on the COVID Labor Market

Author

Listed:
  • Eliza Forsythe
  • Lisa B. Kahn
  • Fabian Lange
  • David G. Wiczer

Abstract

We report on the state of the labor market midway through the COVID recession, focusing particularly on measuring market tightness. As we show using a simple model, tightness is crucial for understanding the relative importance of labor supply or demand side factors in job creation. In tight markets, worker search effort has a relatively larger impact on job creation, while employer profitability looms larger in slack markets. We measure tightness combining job seeker information from the CPS and vacancy postings from Burning Glass Technologies. To parse the former, we develop a taxonomy of the non-employed that identifies job seekers and excludes the large number of those on temporary layoff who are waiting to be recalled. With this taxonomy, we find that effective tightness has declined about 50% since the onset of the epidemic to levels last seen in 2016, when labor markets generally appeared to be tight. Disaggregating market tightness, we find mismatch has surprisingly declined in the COVID recession. Further, while markets still appear to be tight relative to other recessionary periods, this could change quickly if the large group of those who lost their jobs but are not currently searching for a range of COVID-related reasons reenter the search market.

Suggested Citation

  • Eliza Forsythe & Lisa B. Kahn & Fabian Lange & David G. Wiczer, 2020. "Searching, Recalls, and Tightness: An Interim Report on the COVID Labor Market," NBER Working Papers 28083, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:28083
    Note: EFG LS PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w28083.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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).
    2. Sumedha Gupta & Laura Montenovo & Thuy Nguyen & Felipe Lozano‐Rojas & Ian Schmutte & Kosali Simon & Bruce A. Weinberg & Coady Wing, 2023. "Effects of social distancing policy on labor market outcomes," Contemporary Economic Policy, Western Economic Association International, vol. 41(1), pages 166-193, January.
    3. Marianne P. Bitler & Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2020. "The Social Safety Net in the Wake of COVID-19," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 119-158.
    4. Scott R. Baker & Andrey Fradkin, 2017. "The Impact of Unemployment Insurance on Job Search: Evidence from Google Search Data," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 756-768, December.
    5. Mitman, Kurt & Rabinovich, Stanislav, 2020. "Optimal Unemployment Benefits in the Pandemic," IZA Discussion Papers 13389, Institute of Labor Economics (IZA).
    6. Lange, Fabian & Papageorgiou, Theodore, 2020. "Beyond Cobb-Douglas: Flexibly Estimating Matching Functions with Unobserved Matching Efficiency," IZA Discussion Papers 13177, IZA Network @ LISER.
    7. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    8. Ay?egül ?ahin & Joseph Song & Giorgio Topa & Giovanni L. Violante, 2014. "Mismatch Unemployment," American Economic Review, American Economic Association, vol. 104(11), pages 3529-3564, November.
    9. Raj Chetty, 2008. "Moral Hazard versus Liquidity and Optimal Unemployment Insurance," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 173-234, April.
    10. Corina Boar & Simon Mongey, 2020. "Dynamic Trade-offs and Labor Supply Under the CARES Act," NBER Working Papers 27727, National Bureau of Economic Research, Inc.
    11. Hilary Hoynes & Douglas L. Miller & Jessamyn Schaller, 2012. "Who Suffers during Recessions?," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 27-48, Summer.
    12. Lei Fang & Jun Nie & Zoe Xie, 2020. "Unemployment Insurance during a Pandemic," FRB Atlanta Working Paper 2020-13, Federal Reserve Bank of Atlanta.
    13. Victoria Gregory & Guido Menzio & David Wiczer, 2020. "Pandemic Recession: L- or V-Shaped?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 40(01), pages 1-31, May.
    14. 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.
    15. Scott, Dana & Finamor, Lucas, 2020. "Employment Effects of Unemployment Insurance Generosity During the Pandemic," MPRA Paper 102390, University Library of Munich, Germany.
    16. Jessica Gallant & Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2020. "Temporary Unemployment and Labor Market Dynamics during the COVID-19 Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(3 (Fall)), pages 167-226.
    17. Chodorow-Reich, Gabriel & Coglianese, John, 2021. "Projecting unemployment durations: A factor-flows simulation approach with application to the COVID-19 recession," Journal of Public Economics, Elsevier, vol. 197(C).
    18. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    19. Brigitte C. Madrian & Lars John Lefgren, 1999. "A Note on Longitudinally Matching Current Population Survey (CPS) Respondents," NBER Technical Working Papers 0247, National Bureau of Economic Research, Inc.
    20. Raj Chetty, 2008. "Moral Hazard versus Liquidity and Optimal Unemployment Insurance," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 173-234, April.
    21. 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.
    22. 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.
    23. Guido Matias Cortes & Eliza Forsythe, 2023. "Heterogeneous Labor Market Impacts of the COVID-19 Pandemic," ILR Review, Cornell University, ILR School, vol. 76(1), pages 30-55, January.
    24. Hall, Robert E. & Kudlyak, Marianna, 2022. "The unemployed with jobs and without jobs," Labour Economics, Elsevier, vol. 79(C).
    25. Michael Elsby & Bart Hobijn & Ayşegül Şahin & Robert G. Valletta, 2011. "The labor market in the Great Recession: an update," Working Paper Series 2011-29, Federal Reserve Bank of San Francisco.
    26. Michael W. L. Elsby & Bart Hobijn & Ayşegül Şahin, 2013. "Unemployment Dynamics in the OECD," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 530-548, May.
    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. David R. Agrawal & Aline Bütikofer, 2022. "Public finance in the era of the COVID-19 crisis," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(6), pages 1349-1372, December.
    2. Peter Ganong & Fiona Greig & Max Liebeskind & Pascal Noel & Daniel Sullivan & Joseph Vavra, 2021. "Spending and Job Search Impacts of Expanded Unemployment Benefits: Evidence from Administrative Micro Data," Working Papers 2021-19, Becker Friedman Institute for Research In Economics.
    3. Sang Yoon (Tim) Lee & Minsung Park & Yongseok Shin, 2021. "Hit Harder, Recover Slower? Unequal Employment Effects of the COVID-19 Shock," Review, Federal Reserve Bank of St. Louis, vol. 103(4), pages 367-383, October.
    4. 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).
    5. D’Amuri, Francesco & De Philippis, Marta & Guglielminetti, Elisa & Lo Bello, Salvatore, 2022. "Slack and prices during Covid-19: Accounting for labor market participation," Labour Economics, Elsevier, vol. 75(C).
    6. Faberman, R. Jason & Mueller, Andreas I. & Şahin, Ayşegül, 2022. "Has the Willingness to Work Fallen during the Covid Pandemic?," Labour Economics, Elsevier, vol. 79(C).
    7. Agostino Consolo & Filippos Petroulakis, 2024. "Did COVID‐19 induce a reallocation wave?," Economica, London School of Economics and Political Science, vol. 91(364), pages 1349-1390, October.
    8. Victoria Gregory, 2023. "Labor Force Exiters around Recessions: Who Are They?," Review, Federal Reserve Bank of St. Louis, vol. 105(1), pages 9-20, January.
    9. Joseph Richardson, 2023. "Health Risks and Labour Supply," Working Papers 379420583, Lancaster University Management School, Economics Department.
    10. Furukawa, Kakuho & Hogen, Yoshihiko & Kido, Yosuke, 2025. "Labor market of regular workers in Japan: A perspective from job advertisement data," Journal of the Japanese and International Economies, Elsevier, vol. 75(C).
    11. Hall, Robert E. & Kudlyak, Marianna, 2022. "The unemployed with jobs and without jobs," Labour Economics, Elsevier, vol. 79(C).
    12. Barth, Erling & Dale-Olsen, Harald & Schone, Pal & Ostbakken, Kjersti Misje, 2021. "Chutes and Ladders? Job Opportunities for Generation COVID," IZA Discussion Papers 14530, Institute of Labor Economics (IZA).
    13. Brad J. Hershbein & Harry J. Holzer, 2021. "The COVID-19 Pandemic's Evolving Impacts on the Labor Market: Who's Been Hurt and What We Should Do," Upjohn Working Papers 21-341, W.E. Upjohn Institute for Employment Research.
    14. Marinescu, Ioana & Skandalis, Daphné & Zhao, Daniel, 2021. "The impact of the Federal Pandemic Unemployment Compensation on job search and vacancy creation," Journal of Public Economics, Elsevier, vol. 200(C).
    15. Gros, Daniel & Ounnas, Alexandre, 2021. "Labour market responses to the Covid-19 crisis in the United States and Europe," CEPS Papers 32985, Centre for European Policy Studies.
    16. Eliza Forsythe & Russell Weinstein, 2025. "Recruiting Intensity, Hires and Vacancies: Evidence from Firm-Level Data," The Economic Journal, Royal Economic Society, vol. 135(669), pages 1734-1748.
    17. 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).

    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. 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).
    2. Marinescu, Ioana & Skandalis, Daphné & Zhao, Daniel, 2021. "The impact of the Federal Pandemic Unemployment Compensation on job search and vacancy creation," Journal of Public Economics, Elsevier, vol. 200(C).
    3. Couch, Kenneth A. & Fairlie, Robert W. & Xu, Huanan, 2020. "Early evidence of the impacts of COVID-19 on minority unemployment," Journal of Public Economics, Elsevier, vol. 192(C).
    4. Guido Matias Cortes & Eliza C. Forsythe, 2020. "Impacts of the Covid-19 Pandemic and the CARES Act on Earnings and Inequality," Upjohn Working Papers 20-332, W.E. Upjohn Institute for Employment Research.
    5. Kandoussi, Malak & Langot, François, 2025. "Modeling and evaluating the heterogeneous impacts of the COVID-19 on US unemployment," Economic Modelling, Elsevier, vol. 143(C).
    6. Petrosky-Nadeau, Nicolas & Valletta, Robert G., 2021. "UI Generosity and Job Acceptance: Effects of the 2020 CARES Act," IZA Discussion Papers 14454, Institute of Labor Economics (IZA).
    7. Blanas, Sotiris & Oikonomou, Rigas, 2023. "COVID-induced economic uncertainty, tasks and occupational demand," Labour Economics, Elsevier, vol. 81(C).
    8. 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.
    9. Hall, Robert E. & Kudlyak, Marianna, 2022. "The unemployed with jobs and without jobs," Labour Economics, Elsevier, vol. 79(C).
    10. Malak Kandoussi & Fran ois Langot, 2021. "On the heterogeneous impacts of the COVID-19 lockdown on US unemployment," TEPP Working Paper 2021-01, TEPP.
    11. 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).
    12. Peter Ganong & Fiona Greig & Max Liebeskind & Pascal Noel & Daniel Sullivan & Joseph Vavra, 2021. "Spending and Job Search Impacts of Expanded Unemployment Benefits: Evidence from Administrative Micro Data," Working Papers 2021-19, Becker Friedman Institute for Research In Economics.
    13. Cortes, Guido Matias & Forsythe, Eliza, 2021. "The heterogenous labour market impact of the COVID-19 pandemic," CLEF Working Paper Series 40, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    14. Ganong, Peter & Noel, Pascal & Vavra, Joseph, 2020. "US unemployment insurance replacement rates during the pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    15. Jessica Gallant & Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2020. "Temporary Unemployment and Labor Market Dynamics during the COVID-19 Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(3 (Fall)), pages 167-226.
    16. Agostino Consolo & Filippos Petroulakis, 2024. "Did COVID‐19 induce a reallocation wave?," Economica, London School of Economics and Political Science, vol. 91(364), pages 1349-1390, October.
    17. Larrimore, Jeff & Mortenson, Jacob & Splinter, David, 2022. "Earnings shocks and stabilization during COVID-19," Journal of Public Economics, Elsevier, vol. 206(C).
    18. Kong, Edward & Prinz, Daniel, 2020. "Disentangling policy effects using proxy data: Which shutdown policies affected unemployment during the COVID-19 pandemic?," Journal of Public Economics, Elsevier, vol. 189(C).
    19. Hansen, Stephen & Lambert, Peter John & Bloom, Nicholas & Davis, Steven J. & Sadun, Raffaella & Taska, Bledi, 2023. "Remote Work across Jobs, Companies, and Space," IZA Discussion Papers 15980, Institute of Labor Economics (IZA).
    20. Finamor, Lucas & Scott, Dana, 2021. "Labor market trends and unemployment insurance generosity during the pandemic," Economics Letters, Elsevier, vol. 199(C).

    More about this item

    JEL classification:

    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:28083. 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.