IDEAS home Printed from https://ideas.repec.org/p/ecb/ecbwps/20212528.html
   My bibliography  Save this paper

Regional economic impact of Covid-19: the role of sectoral structure and trade linkages

Author

Listed:
  • Meinen, Philipp
  • Serafini, Roberta
  • Papagalli, Ottavia

Abstract

The paper provides an ex-post analysis of the determinants of within-country regional heterogeneity of the labour market impact of COVID-19. By focussing on the first wave of the pandemic in the four largest euro area economies, it finds that the propagation of the economic impact across regions cannot be explained by the spread of infections only. Instead, a region’s economic structure is a significant driver of the observed heterogeneity. Moreover, our results suggest that a region's trade relations, both within and across countries, represent a relevant indirect channel through which COVID-19 related disruptions affect regional economic activity. In this regard, the analysis depicts vulnerabilities arising from potential disruptions of the highly integrated EU supply chains. JEL Classification: R11, F14, J40, R15

Suggested Citation

  • Meinen, Philipp & Serafini, Roberta & Papagalli, Ottavia, 2021. "Regional economic impact of Covid-19: the role of sectoral structure and trade linkages," Working Paper Series 2528, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20212528
    Note: 375045
    as

    Download full text from publisher

    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecb.wp2528~daf6789b9a.en.pdf
    Download Restriction: no
    ---><---

    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. 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.
    3. Robert W. Fairlie, 2020. "The Impact of Covid-19 on Small Business Owners: The First Three Months after Social-Distancing Restrictions," CESifo Working Paper Series 8581, CESifo.
    4. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    5. Oscar Jorda & Sanjay R. Singh & Alan M. Taylor, 2022. "Longer-Run Economic Consequences of Pandemics," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 166-175, March.
    6. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    7. Bonadio, Barthélémy & Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2021. "Global supply chains in the pandemic," Journal of International Economics, Elsevier, vol. 133(C).
    8. Alessandro Sforza & Marina Steininger, 2020. "Globalization in the Time of Covid-19," CESifo Working Paper Series 8184, CESifo.
    9. Emanuel Kohlscheen & Benoit Mojon & Daniel Rees, 2020. "The macroeconomic spillover effects of the pandemic on the global economy," BIS Bulletins 4, Bank for International Settlements.
    10. Pierluigi Balduzzi & Emanuele Brancati & Marco Brianti & Fabio Schiantarelli, 2020. "Credit Constraints anf Firms' Decisions: Evidence from the COVID-19 Outbreak Italian Firms’ Expectations and Plans," Boston College Working Papers in Economics 1013, Boston College Department of Economics, revised 07 Oct 2022.
    11. Béland, Louis-Philippe & Brodeur, Abel & Wright, Taylor, 2020. "The Short-Term Economic Consequences of COVID-19: Exposure to Disease, Remote Work and Government Response," GLO Discussion Paper Series 524, Global Labor Organization (GLO).
    12. Robert J. Barro & José F. Ursúa & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Pandemic: Lessons from the “Spanish Flu” for the Coronavirus’s Potential Effects on Mortality and Economic Activity," NBER Working Papers 26866, National Bureau of Economic Research, Inc.
    13. Frederic Boissay & Phurichai Rungcharoenkitkul, 2020. "Macroeconomic effects of Covid-19: an early review," BIS Bulletins 7, Bank for International Settlements.
    14. Balduzzi, Pierluigi & Brancati, Emanuele & Brianti, Marco & Schiantarelli, Fabio, 2020. "The Economic Effects of COVID-19 and Credit Constraints: Evidence from Italian Firms' Expectations and Plans," IZA Discussion Papers 13629, Institute of Labor Economics (IZA).
    15. Mark Thissen & Olga Ivanova & Giovanni Mandras & Trond Husby, 2019. "European NUTS 2 regions: construction of interregional trade-linked Supply and Use tables with consistent transport flows," JRC Working Papers on Territorial Modelling and Analysis 2019-01, Joint Research Centre.
    16. Sydney C. Ludvigson & Sai Ma & Serena Ng, 2020. "COVID-19 and The Macroeconomic Effects of Costly Disasters," NBER Working Papers 26987, 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. Bischoff, Ivo & Diemert, Dörte & Döring, Thomas & Eckardt, Martina & Eltges, Markus & Färber, Gisela & Göppert, Verena & Wohltmann, Matthias & Zademach, Hans-Martin, 2021. "Kommunalfinanzen in und nach der Covid-19-Pandemie," Positionspapier aus der ARL 126, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    2. Coad, Alexander & Amaral-Garcia, Sofia & Bauer, Peter & Domnick, Clemens & Harasztosi, Péter & Pál, Rozália & Teruel, Mercedes, 2022. "Investment expectations by vulnerable European firms: A difference-in-difference approach," EIB Working Papers 2022/04, European Investment Bank (EIB).
    3. Antoine Berthou & Sebastian Stumpner, 2022. "Trade Under Lockdown," Working papers 867, Banque de France.
    4. Mauro Caselli & Andrea Fracasso & Sergio Scicchitano, 2022. "From the lockdown to the new normal: individual mobility and local labor market characteristics following the COVID-19 pandemic in Italy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1517-1550, October.
    5. Lebastard, Laura & Matani, Marco & Serafini, Roberta, 2023. "GVC exporter performance during the COVID-19 pandemic: the role of supply bottlenecks," Working Paper Series 2766, European Central Bank.
    6. Adam Rose & Terrie Walmsley & Dan Wei, 2021. "Spatial transmission of the economic impacts of COVID-19 through international trade," Letters in Spatial and Resource Sciences, Springer, vol. 14(2), pages 169-196, August.

    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. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    2. 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).
    3. Hamish Low & Michaela Benzeval & Jon Burton & Thomas F. Crossley & Paul Fisher & Annette Jäckle & Brendan Read, 2020. "The Idiosyncratic Impact of an Aggregate Shock The Distributional Consequences of COVID-19," Economics Series Working Papers 911, University of Oxford, Department of Economics.
    4. 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.
    5. Xuepeng Liu & Emanuel Ornelas & Huimin Shi, 2022. "The trade impact of the COVID‐19 pandemic," The World Economy, Wiley Blackwell, vol. 45(12), pages 3751-3779, December.
    6. Brancati, Emanuele & Brancati, Raffaele, 2020. "Heterogeneous Shocks in the Covid-19 Pandemic: Panel Evidence from Italian Firms," GLO Discussion Paper Series 649, Global Labor Organization (GLO).
    7. Louis‐Philippe Beland & Abel Brodeur & Derek Mikola & Taylor Wright, 2022. "The short‐term economic consequences of COVID‐19: Occupation tasks and mental health in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 214-247, February.
    8. Daniel Graeber & Alexander S. Kritikos & Johannes Seebauer, 2021. "COVID-19: a crisis of the female self-employed," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1141-1187, October.
    9. Pierre-Olivier Gourinchas & Ṣebnem Kalemli-Özcan & Veronika Penciakova & Nick Sander, 2021. "Fiscal Policy in the Age of COVID: Does it ‘Get in all of the Cracks?’," NBER Working Papers 29293, National Bureau of Economic Research, Inc.
    10. 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.
    11. Pouliakas, Konstantinos & Branka, Jiri, 2020. "EU Jobs at Highest Risk of COVID-19 Social Distancing: Will the Pandemic Exacerbate Labour Market Divide?," IZA Discussion Papers 13281, Institute of Labor Economics (IZA).
    12. Frank Crowley & Justin Doran, 2020. "COVID‐19, occupational social distancing and remote working potential: An occupation, sector and regional perspective," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(6), pages 1211-1234, December.
    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. Aziz N. Berdiev & James W. Saunoris, 2021. "Do Disease Epidemics Stimulate or Repress Entrepreneurial Activity?," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 47(4), pages 464-486, October.
    15. Phurichai Rungcharoenkitkul, 2021. "Macroeconomic effects of COVID‐19: A mid‐term review," Pacific Economic Review, Wiley Blackwell, vol. 26(4), pages 439-458, October.
    16. 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.
    17. Louis-Philippe Beland & Abel Brodeur & Taylor Wright, 2020. "COVID-19, Stay-at-Home Orders and Employment: Evidence from CPS Data," Carleton Economic Papers 20-04, Carleton University, Department of Economics, revised 19 May 2020.
    18. Di Bartolomeo, Giovanni & D'Imperio, Paolo & Felici, Francesco, 2022. "The fiscal response to the Italian COVID-19 crisis: A counterfactual analysis," Journal of Macroeconomics, Elsevier, vol. 73(C).
    19. Nicholas Bloom & Philip Bunn & Paul Mizen & Pawel Smietanka & Gregory Thwaites, 2020. "The Impact of Covid-19 on Productivity," NBER Working Papers 28233, National Bureau of Economic Research, Inc.
    20. Jean-Noël Barrot & Basile Grassi & Julien Sauvagnat, 2020. "Estimating the Costs and Benefits of Mandated Business Closures in a Pandemic," Working Papers hal-02896739, HAL.

    More about this item

    Keywords

    COVID-19 pandemic; input-output linkages; regional differences; sectoral exposure; short-time work;
    All these keywords.

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

    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:ecb:ecbwps:20212528. 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: Official Publications (email available below). General contact details of provider: https://edirc.repec.org/data/emieude.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.