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Productivity-enhancing reallocation during the Covid-19 pandemic

Author

Listed:
  • Lalinsky, Tibor
  • Meriküll, Jaanika
  • Lopez-Garcia, Paloma

Abstract

This paper studies how the Covid-19 pandemic and the extensive job retention support that accompanied it affected productivity in Europe. The focus is on the reallocation channel and productivity-enhancing reallocation of jobs, following Foster et al., 2016. An extensive micro-distributed analysis of firm-level data for 11 euro area countries is used. The unique firm-level datasets are constructed by merging balance-sheet and income-statement data with policy support data. The paper exploits variation in employment responsiveness to productivity over time, particularly examining the relationship between changes in employment responsiveness and the job retention support in 2020 and studying how well the support was targeted by firm productivity. Acknowledging limitations of a small set of countries covered and occasionally large confidence bounds around estimates, the findings suggest that (1) productivity-enhancing reallocation was weaker in the pandemic than in the Great Recession; (2) The countries that were more generous with job retention support and countries where more support was allocated to low-productivity firms showed weaker productivity-enhancing reallocation in 2020. JEL Classification: D22, H25, J38, L29

Suggested Citation

  • Lalinsky, Tibor & Meriküll, Jaanika & Lopez-Garcia, Paloma, 2024. "Productivity-enhancing reallocation during the Covid-19 pandemic," Working Paper Series 2947, European Central Bank.
    • Handle: RePEc:ecb:ecbwps:20242947
    Note: 2648086
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    References listed on IDEAS

    as
    1. Giulia Giupponi & Camille Landais & Alice Lapeyre, 2022. "Should We Insure Workers or Jobs during Recessions?," Journal of Economic Perspectives, American Economic Association, vol. 36(2), pages 29-54, Spring.
    2. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2020. "Changing Business Dynamism and Productivity: Shocks versus Responsiveness," American Economic Review, American Economic Association, vol. 110(12), pages 3952-3990, December.
    3. 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.
    4. Bighelli, Tommaso & Lalinsky, Tibor & Vanhala, Juuso, 2023. "Cross-country evidence on the allocation of COVID-19 government subsidies and consequences for productivity," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    5. Lalinsky, Tibor & Pál, Rozália, 2022. "Distribution of COVID-19 government support and its consequences for firm liquidity and solvency," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 305-335.
    6. Bartelsman, Eric & Haltiwanger, John C. & Scarpetta, Stefano, 2004. "Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries," IZA Discussion Papers 1374, Institute of Labor Economics (IZA).
    7. Daniel A. Dias & Carlos Robalo Marques, 2021. "Every Cloud Has a Silver Lining: Cleansing Effects of the Portuguese Financial Crisis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(2), pages 352-376, April.
    8. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    9. Mina, Andrea & Santoleri, Pietro, 2021. "The effect of the Great Recession on the employment growth of young vs. small firms in the Eurozone," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 184-194.
    10. Lilas Demmou & Guido Franco & Sara Calligaris & Dennis Dlugosch, 2022. "Liquidity Shortfalls during the COVID 19 Outbreak: Assessment and Policy Responses," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 532-33, pages 47-61.
    11. Meriküll, Jaanika & Paulus, Alari, 2024. "Were jobs saved at the cost of productivity in the COVID-19 crisis?," European Economic Review, Elsevier, vol. 161(C).
    12. repec:bre:polcon:45599 is not listed on IDEAS
    13. Martin, Philippe & Cros, Mathieu & Epaulard, Anne, 2021. "Will Schumpeter Catch Covid-19?," CEPR Discussion Papers 15834, C.E.P.R. Discussion Papers.
    14. Lopez-Garcia, Paloma & Szörfi, Béla, 2021. "The impact of the COVID-19 pandemic on labour productivity growth," Economic Bulletin Boxes, European Central Bank, vol. 7.
    15. Bartelsman, Eric & Lopez-Garcia, Paloma & Presidente, Giorgio, 2019. "Labour Reallocation in Recession and Recovery: Evidence for Europe," National Institute Economic Review, National Institute of Economic and Social Research, vol. 247, pages 32-39, February.
    16. Crane, Leland D. & Decker, Ryan A. & Flaaen, Aaron & Hamins-Puertolas, Adrian & Kurz, Christopher, 2022. "Business exit during the COVID-19 pandemic: Non-traditional measures in historical context," Journal of Macroeconomics, Elsevier, vol. 72(C).
    17. Dan Andrews & Andrew Charlton & Angus Moore, 2021. "COVID-19, productivity and reallocation: Timely evidence from three OECD countries," OECD Economics Department Working Papers 1676, OECD Publishing.
    18. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    19. Caballero, Ricardo J & Hammour, Mohamad L, 1994. "The Cleansing Effect of Recessions," American Economic Review, American Economic Association, vol. 84(5), pages 1350-1368, December.
    20. Meriküll, Jaanika & Paulus, Alari, 2023. "The impact of the Covid-19 job retention support on employment," Economics Letters, Elsevier, vol. 222(C).
    21. Dan Andrews & David Hansell, 2021. "Productivity‐Enhancing Labour Reallocation in Australia†," The Economic Record, The Economic Society of Australia, vol. 97(317), pages 157-169, June.
    22. Dan Andrews & Jonathan Hambur & Elif Bahar, 2021. "The COVID-19 shock and productivity-enhancing reallocation in Australia: Real-time evidence from Single Touch Payroll," OECD Economics Department Working Papers 1677, OECD Publishing.
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    More about this item

    Keywords

    adjustment of firms; Covid-19; cross-country analysis; job retention support; productivity-enhancing reallocation;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy
    • L29 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Other

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