IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/815.html
   My bibliography  Save this paper

The Labour Market Impact of Covid-19: Early Evidence for a Sample of Enterprises from Southern Europe

Author

Listed:
  • Webster, Allan
  • Khorana, Sangeeta
  • Pastore, Francesco

Abstract

This study uses evidence from World Bank enterprise surveys of a sample of firms from six countries in Southern Europe. It examines the early evidence of the effects of Covid-19 on labour markets. The evidence and the analysis are provided at a time when the pandemic is still in progress. The future progress of Covid-19 and government containment measures is uncertain, and the full economic consequences will probably continue to emerge after the end of the pandemic. The full extent of the impact on labour will probably not be the first of these. Nonetheless the possibility of learning lessons from the early stages of the pandemic is sufficiently important to make the exercise valuable. The study suggests that, despite efforts to support firms and hoard labour, there is a prospect of a significant number of firm closures with a consequent loss of employment. Temporary firm closures also represent a substantial loss of labour weeks. These are partly related to a significant number of workers subject to furloughs. Both temporary closures and furloughs impose costs that will be borne by firms, workers and government. The effects of Covid-19 on firms differ across sectors. Adverse effects tend to be higher in hospitality, non-essential retail and travel. A degree of gender segregation means that these are sectors with a high proportion of female workers and, in consequence, most of the countries in the sample exhibit an early decline of the share of women in employment. That many firms lack the capacity to survive further temporary closures of a similar duration to those in the earlier stages emphasises that the support provided in the near future is of critical importance to control employment losses through permanent firm closures.

Suggested Citation

  • Webster, Allan & Khorana, Sangeeta & Pastore, Francesco, 2021. "The Labour Market Impact of Covid-19: Early Evidence for a Sample of Enterprises from Southern Europe," GLO Discussion Paper Series 815, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:815
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/232606/1/GLO-DP-0815.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kevin D. Hoover & Stephen J. Perez, 1999. "Data mining reconsidered: encompassing and the general-to-specific approach to specification search," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 167-191.
    2. 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.
    3. Doepke, M. & Tertilt, M., 2016. "Families in Macroeconomics," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1789-1891, Elsevier.
    4. Hassan, Tarek & Hollander, Stephan & van Lent, Laurence & Schwedeler, Markus & Tahoun, Ahmed, 2020. "Firm-Level Exposure to Epidemic Diseases: Covid-19, SARS, and H1N1," CEPR Discussion Papers 14573, C.E.P.R. Discussion Papers.
    5. Matias D. Cattaneo & David M. Drukker & Ashley D. Holland, 2013. "Estimation of multivalued treatment effects under conditional independence," Stata Journal, StataCorp LP, vol. 13(3), pages 407-450, September.
    6. Warwick McKibbin & Roshen Fernando, 2020. "Global macroeconomic scenarios of the COVID-19 pandemic," CAMA Working Papers 2020-62, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    7. Sena Coskun & Husnu Dalgic, 2020. "The Emergence of Procyclical Fertility: The Role of Gender Differences in Employment Risk," CRC TR 224 Discussion Paper Series crctr224_2020_142v2, University of Bonn and University of Mannheim, Germany.
    8. Ozge Akinci & Gianluca Benigno & Albert Queraltó, 2020. "Modeling the Global Effects of the COVID-19 Sudden Stop in Capital Flows," Liberty Street Economics 20200518, Federal Reserve Bank of New York.
    9. Constantino Hevia & Andy Neumeyer, 2020. "A perfect storm: COVID-19 in emerging economies," Vox eBook Chapters, in: Simeon Djankov & Ugo Panizza (ed.), COVID-19 in Developing Economies, edition 1, volume 1, chapter 1, pages 25-37, Centre for Economic Policy Research.
    10. Balleer, Almut & Gehrke, Britta & Lechthaler, Wolfgang & Merkl, Christian, 2016. "Does short-time work save jobs? A business cycle analysis," European Economic Review, Elsevier, vol. 84(C), pages 99-122.
    11. Maliszewska,Maryla & Mattoo,Aaditya & Van Der Mensbrugghe,Dominique, 2020. "The Potential Impact of COVID-19 on GDP and Trade : A Preliminary Assessment," Policy Research Working Paper Series 9211, The World Bank.
    12. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    13. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    14. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    15. 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.
    16. Kazunobu Hayakawa & Hiroshi Mukunoki, 2021. "Impacts of COVID‐19 on Global Value Chains," The Developing Economies, Institute of Developing Economies, vol. 59(2), pages 154-177, June.
    17. Djankov, Simeon & Panizza, Ugo (ed.), 2020. "COVID-19 in Developing Economies," Vox eBooks, Centre for Economic Policy Research, number p330.
    18. 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.
    19. Pal, Rudrajeet & Torstensson, Håkan & Mattila, Heikki, 2014. "Antecedents of organizational resilience in economic crises—an empirical study of Swedish textile and clothing SMEs," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 410-428.
    20. Vella, Melchior, 2018. "Employment and labour hoarding: a production function approach," Journal of Economics, Finance and Administrative Science, Universidad ESAN, vol. 23(46), pages 230-246.
    21. Sena Coskun & Husnu Dalgic, 2020. "The Emergence of Procyclical Fertility: The Role of Gender Differences in Employment Risk," CRC TR 224 Discussion Paper Series crctr224_2020_142v2, University of Bonn and University of Mannheim, Germany.
    22. Jeff Borland & Andrew Charlton, 2020. "The Australian Labour Market and the Early Impact of COVID‐19: An Assessment," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 53(3), pages 297-324, September.
    23. Eggers, Fabian, 2020. "Masters of disasters? Challenges and opportunities for SMEs in times of crisis," Journal of Business Research, Elsevier, vol. 116(C), pages 199-208.
    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. Janzen, Benedikt & Radulescu, Doina, 2022. "Effects of COVID-19 related government response stringency and support policies: Evidence from European firms," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 129-145.
    2. Ana Sofia Lopes & Ana Sargento, 2023. "Regional Heterogeneity in the Individual Unemployment Vulnerability After COVID-19 Outset," International Regional Science Review, , vol. 46(5-6), pages 678-700, September.
    3. Sangeeta Khorana & Inmaculada Martínez‐Zarzoso & Salamat Ali, 2023. "An anatomy of the impact of COVID‐19 on the global and intra‐Commonwealth trade in goods," Review of International Economics, Wiley Blackwell, vol. 31(2), pages 550-579, May.
    4. Magdalena Olczyk & Marta Ewa Kuc-Czarnecka, 2021. "Determinants of COVID-19 Impact on the Private Sector: A Multi-Country Analysis Based on Survey Data," Energies, MDPI, vol. 14(14), pages 1-17, July.
    5. Aina, Carmen & Brunetti, Irene & Mussida, Chiara & Scicchitano, Sergio, 2021. "Even more discouraged? The NEET generation at the age of COVID-19," GLO Discussion Paper Series 863, Global Labor Organization (GLO).

    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. Webster Allan & Khorana Sangeeta & Pastore Francesco, 2022. "The effects of COVID-19 on employment, labor markets, and gender equality in Central America," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 13(1), pages 1-43, January.
    2. Christian Moser & Pierre Yared, 2022. "Pandemic Lockdown: The Role of Government Commitment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 46, pages 27-50, October.
    3. Blanas, Sotiris & Oikonomou, Rigas, 2023. "COVID-induced economic uncertainty, tasks and occupational demand," Labour Economics, Elsevier, vol. 81(C).
    4. 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).
    5. 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).
    6. Gabe Todd & Florida Richard, 2021. "Impacts of Jobs Requiring Close Physical Proximity and High Interaction with the Public on U.S. Industry Employment Change During the Early Stages of the COVID-19 Pandemic," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(3), pages 1163-1172, July.
    7. Guido Matias Cortes & Eliza Forsythe, 2023. "Distributional impacts of the Covid-19 pandemic and the CARES Act," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(2), pages 325-349, June.
    8. Jean-Victor Alipour & Harald Fadinger & Jan Schymik, 2020. "My Home Is my Castle – The Benefits of Working from Home During a Pandemic Crisis Evidence from Germany," ifo Working Paper Series 329, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    9. 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.
    10. Alon, Titan & Doepke, Matthias & Olmstead-Rumsey, Jane & Tertilt, Michèle, 2020. "This Time It's Different: The Role of Women's Employment in a Pandemic Recession," IZA Discussion Papers 13562, Institute of Labor Economics (IZA).
    11. Dimitris Papanikolaou & Lawrence D W Schmidt, 2022. "Working Remotely and the Supply-Side Impact of COVID-19 [The unprecedented stock market reaction to COVID-19]," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 12(1), pages 53-111.
    12. 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).
    13. Jose Cuesta & Julieth Pico, 2020. "The Gendered Poverty Effects of the COVID-19 Pandemic in Colombia," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(5), pages 1558-1591, December.
    14. Khorana, Sangeeta & Webster, Allan, 2023. "Too few women at the top of firms: Foreign ownership, gender segregation and cultural causes," GLO Discussion Paper Series 1276, Global Labor Organization (GLO).
    15. 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.
    16. Aditya Goenka & Lin Liu & Manh-Hung Nguyen, 2020. "Modeling optimal quarantines under infectious disease related mortality," Working Papers 202025, University of Liverpool, Department of Economics.
    17. 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.
    18. Cecilia Peluffo & Mariana Viollaz, 2021. "Intra-household exposure to labor market risk in the time of Covid-19: lessons from Mexico," Review of Economics of the Household, Springer, vol. 19(2), pages 327-351, June.
    19. Juan C. Palomino & Juan G. Rodríguez & Raquel Sebastian, 2023. "The COVID-19 shock on the labour market: poverty and inequality effects across Spanish regions," Regional Studies, Taylor & Francis Journals, vol. 57(5), pages 814-828, May.
    20. David Baqaee & Emmanuel Farhi, 2020. "Nonlinear Production Networks with an Application to the Covid-19 Crisis," NBER Working Papers 27281, National Bureau of Economic Research, Inc.

    More about this item

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

    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:zbw:glodps:815. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/glabode.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.