IDEAS home Printed from https://ideas.repec.org/a/bla/growch/v52y2021i4p1958-1996.html
   My bibliography  Save this article

Employment impacts of the COVID‐19 pandemic across metropolitan status and size

Author

Listed:
  • Seung Jin Cho
  • Jun Yeong Lee
  • John V. Winters

Abstract

We use individual‐level data from the United States Current Population Survey to examine effects of the COVID‐19 pandemic on employment losses across metropolitan area status and population size. Job losses spiked in April 2020, and partially recovered in subsequent months. Non‐metropolitan and metropolitan areas of all sizes experienced significant employment losses, but the impacts were much larger in large metropolitan areas. The COVID‐19 infection rate was initially higher in large metropolitan areas and this is a significant factor explaining the higher early employment losses in large metropolitan areas. However, higher job losses for large metropolitan areas persisted through summer and fall 2020 even after COVID‐19 infection rates became higher in less populous areas. We find evidence of persistent effects of early COVID‐19 infection rates on later employment.

Suggested Citation

  • Seung Jin Cho & Jun Yeong Lee & John V. Winters, 2021. "Employment impacts of the COVID‐19 pandemic across metropolitan status and size," Growth and Change, Wiley Blackwell, vol. 52(4), pages 1958-1996, December.
    • Handle: RePEc:bla:growch:v:52:y:2021:i:4:p:1958-1996
    DOI: 10.1111/grow.12540
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/grow.12540
    Download Restriction: no
    File URL: https://libkey.io/10.1111/grow.12540?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2020. "Labor Markets During the Covid-19 Crisis: A Preliminary View," Department of Economics, Working Paper Series qt7rx7t91p, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    2. Shuaizhang Feng & Yingyao Hu, 2013. "Misclassification Errors and the Underestimation of the US Unemployment Rate," American Economic Review, American Economic Association, vol. 103(2), pages 1054-1070, April.
    3. Cho, Seung Jin & Winters, John V., 2020. "The Distributional Impacts of Early Employment Losses from COVID-19," IZA Discussion Papers 13266, Institute of Labor Economics (IZA).
    4. 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.
    5. Tomaz Cajner & Leland D. Crane & Ryan A. Decker & John Grigsby & Adrian Hamins-Puertolas & Erik Hurst & Christopher Johann Kurz & Ahu Yildirmaz, 2020. "The U.S. Labor Market During the Beginning of the Pandemic Recession," Working Papers 2020-58_Revision, Becker Friedman Institute for Research In Economics.
    6. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2012. "The Cost of Agglomeration: Land Prices in Cities," Working Papers hal-03461075, HAL.
    7. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2019. "The Costs of Agglomeration: House and Land Prices in French Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1556-1589.
    8. John Manuel Barrios & Yael V. Hochberg, 2020. "Risk Perception Through the Lens of Politics in the Time of the COVID-19 Pandemic," Working Papers 2020-32, Becker Friedman Institute for Research In Economics.
    9. Edward L. Glaeser & Scott Duke Kominers & Michael Luca & Nikhil Naik, 2018. "Big Data And Big Cities: The Promises And Limitations Of Improved Measures Of Urban Life," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 114-137, January.
    10. John V Winters & Yu Li, 2017. "Urbanisation, natural amenities and subjective well-being: Evidence from US counties," Urban Studies, Urban Studies Journal Limited, vol. 54(8), pages 1956-1973, June.
    11. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    12. Ganong, Peter & Noel, Pascal & Vavra, Joseph, 2020. "US unemployment insurance replacement rates during the pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    13. David H. Autor, 2019. "Work of the Past, Work of the Future," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 1-32, May.
    14. Gaspar, Jess & Glaeser, Edward L., 1998. "Information Technology and the Future of Cities," Journal of Urban Economics, Elsevier, vol. 43(1), pages 136-156, January.
    15. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    16. Maria Bernedo Del Carpio & Carlianne Patrick, 2021. "Agglomeration and informality: Evidence from Peruvian establishments," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 442-471, March.
    17. Stephen R. G. Jones & W. Craig Riddell, 1999. "The Measurement of Unemployment: An Empirical Approach," Econometrica, Econometric Society, vol. 67(1), pages 147-162, January.
    18. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    19. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," Review of Economic Studies, Oxford University Press, vol. 84(1), pages 106-142.
    20. Adams-Prassl, A. & Boneva, T. & Golin, M & Rauh, C., 2020. "Inequality in the Impact of the Coronavirus Shock: New Survey Evidence for the US," Cambridge Working Papers in Economics 2022, Faculty of Economics, University of Cambridge.
    21. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    22. Nathaniel Baum-Snow & Ronni Pavan, 2012. "Understanding the City Size Wage Gap," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 88-127.
    23. Cho, Seung Jin & Lee, Jun Yeong & Winters, John V., 2020. "COVID-19 Employment Status Impacts on Food Sector Workers," IZA Discussion Papers 13334, Institute of Labor Economics (IZA).
    24. Gilles Duranton, 2016. "Agglomeration Effects In Colombia," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 210-238, March.
    25. Lee, Sanghoon, 2010. "Ability sorting and consumer city," Journal of Urban Economics, Elsevier, vol. 68(1), pages 20-33, July.
    26. Edward L. Glaeser & Matt Resseger & Kristina Tobio, 2009. "Inequality In Cities," Journal of Regional Science, Wiley Blackwell, vol. 49(4), pages 617-646, October.
    27. Glaeser, Edward L & Mare, David C, 2001. "Cities and Skills," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 316-342, April.
    28. Couture, Victor & Handbury, Jessie, 2020. "Urban revival in America," Journal of Urban Economics, Elsevier, vol. 119(C).
    29. Raj Chetty & John N. Friedman & Michael Stepner & The Opportunity Insights Team, 2020. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," NBER Working Papers 27431, National Bureau of Economic Research, Inc.
    30. Andrew Goodman-Bacon & Jan Marcus, 2020. "Difference-in-Differences to Identify Causal Effects of COVID-19 Policies," Discussion Papers of DIW Berlin 1870, DIW Berlin, German Institute for Economic Research.
    31. Edward L. Glaeser, 2020. "Urbanization and Its Discontents," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(2), pages 191-218, April.
    32. Goodman-Bacon, Andrew & Marcus, Jan, 2020. "Using Difference-in-Differences to Identify Causal Effects of COVID-19 Policies," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14(2), pages 153-158.
    33. Desmet, Klaus & Wacziarg, Romain, 2020. "Understanding Spatial Variation in COVID-19 across the United States," CEPR Discussion Papers 14842, C.E.P.R. Discussion Papers.
    34. 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.
    35. Edward L. Glaeser, 2020. "Urbanization and its Discontents," NBER Working Papers 26839, 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. Cochrane, William & Poot, Jacques & Roskruge, Matthew, 2022. "Urban Resilience and Social Security Uptake: New Zealand Evidence from the Global Financial Crisis and the COVID-19 Pandemic," IZA Discussion Papers 15510, Institute of Labor Economics (IZA).
    2. Peter Fuleky & Istvan Szapudi, 2021. "Bird's eye view of COVID-19, mobility, and labor market outcomes across the US," Working Papers 2021-5, University of Hawaii Economic Research Organization, University of Hawaii at Manoa.
    3. Festus Victor Bekun & Abdulkareem Alhassan & Ilhan Ozturk & Obadiah Jonathan Gimba, 2022. "Explosivity and Time-Varying Granger Causality: Evidence from the Bubble Contagion Effect of COVID-19-Induced Uncertainty on Manufacturing Job Postings in the United States," Mathematics, MDPI, vol. 10(24), pages 1-17, December.
    4. Althoff, Lukas & Eckert, Fabian & Ganapati, Sharat & Walsh, Conor, 2022. "The Geography of Remote Work," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    5. Ahn, Kunwon & Lee, Jun Yeong & Winters, John V., 2020. "Employment Opportunities and High School Completion during the COVID-19 Recession," ISU General Staff Papers 202010190700001114, Iowa State University, Department of Economics.
    6. Wolter H. J. Hassink & Guyonne Kalb & Jordy Meekes, 2021. "Regional Coronavirus Hotspots During the COVID-19 Outbreak in the Netherlands," De Economist, Springer, vol. 169(2), pages 127-140, May.
    7. Péter Füleky & István Szapudi, 2022. "Bird’s Eye View of COVID-19, Mobility, and Labor Market Outcomes Across the US," Economics of Disasters and Climate Change, Springer, vol. 6(2), pages 339-353, July.
    8. Balana, Bedru B. & Oyeyemi, Motunrayo & Ogunniyi, Adebayo & Fasoranti, Adetunji & Edeh, Hyacinth & Andam, Kwaw, 2022. "Have households’ livelihoods and food security rebounded from COVID-19 shocks in Nigeria? Results from a follow-up phone survey," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321205, Agricultural Economics Society - AES.
    9. Nana Aisha Garba & Lea Sacca & Rachel D. Clarke & Prasad Bhoite & John Buschman & Virama Oller & Nancy Napolitano & Samuel Hyppolite & Sophia Lacroix & Al Archibald & Ocean Hamilton & Tobi Ash & David, 2022. "Addressing Food Insecurity during the COVID-19 Pandemic: Intervention Outcomes and Lessons Learned from a Collaborative Food Delivery Response in South Florida’s Underserved Households," IJERPH, MDPI, vol. 19(13), pages 1-12, July.
    10. Antonio Chirumbolo & Antonino Callea & Flavio Urbini, 2021. "The Effect of Job Insecurity and Life Uncertainty on Everyday Consumptions and Broader Life Projects during COVID-19 Pandemic," IJERPH, MDPI, vol. 18(10), pages 1-20, May.

    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. Fredrik Carlsen & Stefan Leknes, 2022. "For whom are cities good places to live?," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2177-2190, December.
    2. Gu, Ran & Zhong, Ling, 2023. "Effects of stay-at-home orders on skill requirements in vacancy postings," Labour Economics, Elsevier, vol. 82(C).
    3. Hensvik, Lena & Le Barbanchon, Thomas & Rathelot, Roland, 2021. "Job search during the COVID-19 crisis," Journal of Public Economics, Elsevier, vol. 194(C).
    4. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    5. Cho, Seung Jin & Lee, Jun Yeong & Winters, John V., 2020. "COVID-19 Employment Status Impacts on Food Sector Workers," ISU General Staff Papers 202006080700001107, Iowa State University, Department of Economics.
    6. Gilles Duranton & Jessie Handbury, 2023. "COVID and Cities, Thus Far," Economic Policy Review, Federal Reserve Bank of New York, vol. 29(2), pages 6-52, October.
    7. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    8. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    9. Althoff, Lukas & Eckert, Fabian & Ganapati, Sharat & Walsh, Conor, 2022. "The Geography of Remote Work," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    10. Edward L. Glaeser, 2021. "Urban Resilience," NBER Working Papers 29261, National Bureau of Economic Research, Inc.
    11. Betcherman,Gordon & Giannakopoulos,Nicholas & Laliotis,Ioannis & Pantelaiou,Ioanna & Testaverde,Mauro & Tzimas,Giannis, 2020. "Reacting Quickly and Protecting Jobs : The Short-Term Impacts of the COVID-19 Lockdown on the Greek Labor Market," Policy Research Working Paper Series 9356, The World Bank.
    12. Humphries, John Eric & Neilson, Christopher A. & Ulyssea, Gabriel, 2020. "Information frictions and access to the Paycheck Protection Program," Journal of Public Economics, Elsevier, vol. 190(C).
    13. Christian Bayer & Benjamin Born & Ralph Luetticke & Gernot J Müller, 2023. "The Coronavirus Stimulus Package: How Large is the Transfer Multiplier," The Economic Journal, Royal Economic Society, vol. 133(652), pages 1318-1347.
    14. Gokan,Toshitaka & Kichko,Sergei & Matheson,Jesse A & Thisse,Jacques-François, 2022. "How the rise of teleworking will reshape labor markets and cities?," IDE Discussion Papers 868, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    15. Rebecca Brough & Matthew Freedman & David C. Phillips, 2021. "Understanding socioeconomic disparities in travel behavior during the COVID‐19 pandemic," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 753-774, September.
    16. Bluedorn, John & Caselli, Francesca & Hansen, Niels-Jakob & Shibata, Ippei & Tavares, Marina M., 2023. "Gender and employment in the COVID-19 recession: Cross-Country evidence on “She-Cessions”," Labour Economics, Elsevier, vol. 81(C).
    17. Lea Immel & Florian Neumeier & Andreas Peichl, 2022. "The Unequal Consequences of the Covid‐19 Pandemic: Evidence from a Large Representative German Population Survey," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(2), pages 471-496, June.
    18. Kemeny, Tom & Storper, Michael, 2022. "The changing shape of spatial inequality in the United States," SocArXiv wnd8t, Center for Open Science.
    19. Edward L Glaeser, 2022. "Urban resilience," Urban Studies, Urban Studies Journal Limited, vol. 59(1), pages 3-35, January.
    20. Andrés Rodríguez-Pose & Michael Storper, 2020. "Housing, urban growth and inequalities: The limits to deregulation and upzoning in reducing economic and spatial inequality," Urban Studies, Urban Studies Journal Limited, vol. 57(2), pages 223-248, February.
    21. Houštecká, Anna & Koh, Dongya & Santaeulàlia-Llopis, Raül, 2021. "Contagion at work: Occupations, industries and human contact," Journal of Public Economics, Elsevier, vol. 200(C).

    More about this item

    JEL classification:

    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • R2 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis

    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:bla:growch:v:52:y:2021:i:4:p:1958-1996. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0017-4815 .

    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.