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Heterogeneous Shocks in the Covid-19 Pandemic: Panel Evidence from Italian Firms

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  • Brancati, Emanuele
  • Brancati, Raffaele

Abstract

This paper contributes to the policy discussion on Covid-19 by presenting real-time evidence on the magnitude of the shock for Italian firms. We take advantage of unique panel data on 7,800 companies between January 2020 {right before the pandemic{ and March of the same year {in the midst of lockdown policies. We then exploit the revision in expectation within this short time window to capture the impact of firms' idiosyncratic shock. Our analysis shows disproportionate effects for internationalized companies and provide some evidence on supply chain contagion. We also document stronger shocks for truly innovative companies and effects on long-run growth operating through the disruption of preexisting R&D plans.

Suggested Citation

  • 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).
  • Handle: RePEc:zbw:glodps:649
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    1. Martin S Eichenbaum & Sergio Rebelo & Mathias Trabandt, 2021. "The Macroeconomics of Epidemics [Economic activity and the spread of viral diseases: Evidence from high frequency data]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    2. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    3. Briscese, Guglielmo & Lacetera, Nicola & Macis, Mario & Tonin, Mirco, 2023. "Expectations, reference points, and compliance with COVID-19 social distancing measures," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    4. Baert, Stijn & Lippens, Louis & Moens, Eline & Sterkens, Philippe & Weytjens, Johannes, 2020. "How do we think the COVID-19 crisis will affect our careers (if any remain)?," GLO Discussion Paper Series 520, Global Labor Organization (GLO).
    5. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    6. 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.
    7. Alexander W. Bartik & Marianne Bertrand & Zoë B. Cullen & Edward L. Glaeser & Michael Luca & Christopher T. Stanton, 2020. "How Are Small Businesses Adjusting to COVID-19? Early Evidence from a Survey," NBER Working Papers 26989, National Bureau of Economic Research, Inc.
    8. 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.
    9. 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.
    10. Accetturo, Antonio & Giunta, Anna, 2018. "Value chains and the great recession: Evidence from Italian and German firms," International Economics, Elsevier, vol. 153(C), pages 55-68.
    11. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Kyle J. Kost & Marco C. Sammon & Tasaneeya Viratyosin, 2020. "The Unprecedented Stock Market Impact of COVID-19," NBER Working Papers 26945, National Bureau of Economic Research, Inc.
    12. Carlo Altomonte & Filippo Di Mauro & Gianmarco I. P. Ottaviano & Armando Rungi & Vincent Vicard, 2012. "Global Value Chains During the Great Trade Collapse: A Bullwhip Effect?," CEP Discussion Papers dp1131, Centre for Economic Performance, LSE.
    13. Mariarosaria Agostino & Emanuele Brancati & Anna Giunta & Domenico Scalera & Francesco Trivieri, 2020. "Firms' efficiency and global value chains: An empirical investigation on Italian industry," The World Economy, Wiley Blackwell, vol. 43(4), pages 1000-1033, April.
    14. Asger Lau Andersen & Emil Toft Hansen & Niels Johannesen & Adam Sheridan, 2022. "Consumer responses to the COVID‐19 crisis: evidence from bank account transaction data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(4), pages 905-929, October.
    15. Veronica Guerrieri & Guido Lorenzoni & Ludwig Straub & Iván Werning, 2022. "Macroeconomic Implications of COVID-19: Can Negative Supply Shocks Cause Demand Shortages?," American Economic Review, American Economic Association, vol. 112(5), pages 1437-1474, May.
    16. Guglielmo Briscese & Nicola Lacetera & Mario Macis & Mirco Tonin, 2020. "Compliance with Covid-19 Social-Distancing Measures in Italy: The Role of Expectations and Duration," CESifo Working Paper Series 8182, CESifo.
    17. Emanuele Brancati & Raffaele Brancati & Andrea Maresca, 2017. "Global value chains, innovation and performance: firm-level evidence from the Great Recession," Journal of Economic Geography, Oxford University Press, vol. 17(5), pages 1039-1073.
    18. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    19. 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.
    20. George Alessandria & Joseph P. Kaboski & Virgiliu Midrigan, 2011. "US Trade and Inventory Dynamics," American Economic Review, American Economic Association, vol. 101(3), pages 303-307, May.
    21. Alexander Dietrich & Edward S. Knotek & Keith Kuester & Gernot J. Müller & Kristian Ove R. Myrseth & Raphael Schoenle & Michael Weber, 2020. "Consumers and COVID-19: A Real-Time Survey," Economic Commentary, Federal Reserve Bank of Cleveland, vol. 2020(08), pages 1-6, April.
    22. Faria-e-Castro, Miguel, 2021. "Fiscal policy during a pandemic," Journal of Economic Dynamics and Control, Elsevier, vol. 125(C).
    23. Rudolfs Bems & Robert C. Johnson & Kei-Mu Yi, 2011. "Vertical Linkages and the Collapse of Global Trade," American Economic Review, American Economic Association, vol. 101(3), pages 308-312, May.
    24. Brancati, Emanuele & Macchiavelli, Marco, 2019. "The information sensitivity of debt in good and bad times," Journal of Financial Economics, Elsevier, vol. 133(1), pages 99-112.
    25. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    26. Gábor Békés & László Halpern & Miklós Koren & Balázs Muraközy, . "Still standing- how European firms weathered the crisis - The third EFIGE policy report," Blueprints, Bruegel, number 661, June.
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    Cited by:

    1. 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).
    2. 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).
    3. 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.
    4. Diekhof, Josefine & Krieger, Bastian & Licht, Georg & Rammer, Christian & Schmitt, Johannes & Stenke, Gero, 2021. "The impact of the Covid-19 crisis on innovation: First in-sights from the German business sector," ZEW Expert Briefs 21-06, ZEW - Leibniz Centre for European Economic Research.
    5. Arbolino, Roberta & Caro, Paolo Di, 2021. "Can the EU funds promote regional resilience at time of Covid-19? Insights from the Great Recession11We thank the Editors and the four anonymous referees for helpful comments. We also thank Emanuele C," Journal of Policy Modeling, Elsevier, vol. 43(1), pages 109-126.

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    More about this item

    Keywords

    Covid-19; Firms; Expectations; Internationalization; Innovation; Global Value Chains;
    All these keywords.

    JEL classification:

    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • F00 - International Economics - - General - - - General
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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