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The Impact of Firm-level Covid Rescue Policies on Productivity Growth and Reallocation

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  • Jozef Konings
  • Glenn Magerman
  • Dieter Van Esbroeck

Abstract

We analyze the impact of Covid-19 rescue policies on both firm-level and aggregate productivity growth and reallocation. Using administrative data on the universe of firms’ subsidies in Flanders, we estimate the causal impact of these subsidies on firm-level outcomes. Firms that received subsidies saw a 7% increase in productivity, compared to firms that applied for, but did not obtain subsidies. Furthermore, the propensity to exit the market was 43% lower for treated firms. Aggregate productivity growth, a share-weighted sum of firms’ productivity evolutions, amounted to 6% in 2020. While within-firm productivity growth was similar for both subsidized and non-subsidized firms, there is a reallocation of market shares from subsidized firms to non-subsidized firms. These results suggest that Covid rescue policies helped firms to sustain and preserve productivity, while not obstructing allocative efficiency gains to non-subsidized firms.

Suggested Citation

  • Jozef Konings & Glenn Magerman & Dieter Van Esbroeck, 2022. "The Impact of Firm-level Covid Rescue Policies on Productivity Growth and Reallocation," Working Papers ECARES 2022-28, ULB -- Universite Libre de Bruxelles.
    • Handle: RePEc:eca:wpaper:2013/349952
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    1. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    2. Jeroen Van den bosch & Stijn Vanormelingen, 2023. "Productivity growth over the business cycle: cleansing effects of recessions," Small Business Economics, Springer, vol. 60(2), pages 639-657, February.
    3. Eric J. Bartelsman & John Haltiwanger & Stefano Scarpetta, 2004. "Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries," Tinbergen Institute Discussion Papers 04-114/3, Tinbergen Institute.
    4. Ricardo J. Caballero & Mohamad L. Hammour, 1996. "On the Timing and Efficiency of Creative Destruction," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 805-852.
    5. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    6. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    7. Harasztosi, Péter & Maurin, Laurent & Pál, Rozália & Revoltella, Debora & van der Wielen, Wouter, 2022. "Firm-level policy support during the crisis: So far, so good?," International Economics, Elsevier, vol. 171(C), pages 30-48.
    8. N. Aaron Pancost & Chen Yeh, 2022. "Decomposing Aggregate Productivity," Working Papers 22-25, Center for Economic Studies, U.S. Census Bureau.
    9. Hurley, James & Karmakar, Sudipto & Markoska, Elena & Walczak, Eryk & Walker, Danny, 2021. "Impacts of the Covid-19 crisis: evidence from 2 million UK SMEs," Bank of England working papers 924, Bank of England.
    10. Robert J. Gordon & Hassan Sayed, 2022. "A New Interpretation of Productivity Growth Dynamics in the Pre-Pandemic and Pandemic Era U.S. Economy, 1950-2022," NBER Working Papers 30267, National Bureau of Economic Research, Inc.
    11. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    12. Brantly Callaway & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2021. "Difference-in-Differences with a Continuous Treatment," Papers 2107.02637, arXiv.org, revised Jan 2024.
    13. E. Dhyne & C. Duprez, 2021. "Belgian firms and the COVID-19 crisis," Economic Review, National Bank of Belgium, issue ii, pages 68-89, september.
    14. E. Dhyne & C. Duprez, 2021. "Belgian firms and the COVID-19 crisis," Economic Review, National Bank of Belgium, issue ii, pages 1-22, september.
    15. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    16. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis & Brent H. Meyer, 2021. "COVID-19 Is a Persistent Reallocation Shock," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 287-291, May.
    17. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    18. Amit Gandhi & Salvador Navarro & David A. Rivers, 2020. "On the Identification of Gross Output Production Functions," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2973-3016.
    19. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    20. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    21. Ondřej Dvouletý & Stjepan Srhoj & Smaranda Pantea, 2021. "Public SME grants and firm performance in European Union: A systematic review of empirical evidence," Small Business Economics, Springer, vol. 57(1), pages 243-263, June.
    22. Ch. Piette & J. Tielens, 2022. "How Belgian firms fared in the COVID-19 pandemic ?," Economic Review, National Bank of Belgium, pages 1-33, June.
    23. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    24. Bart van Ark & Klaas de Vries & Abdul Erumban, 2021. "Productivity and the Pandemic - Short-Term Disruptions and Long-Term Implications. The impact of the COVID-19 pandemic on productivity dynamics by industry," Working Papers 007, The Productivity Institute.
    25. Alexander Hijzen & Danielle Venn, 2011. "The Role of Short-Time Work Schemes during the 2008-09 Recession," OECD Social, Employment and Migration Working Papers 115, OECD Publishing.
    26. Dan Andrews & Müge Adalet McGowan & Valentine Millot, 2017. "Confronting the zombies: Policies for productivity revival," OECD Economic Policy Papers 21, OECD Publishing.
    27. 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.
    28. Martin, Philippe & Cros, Mathieu & Epaulard, Anne, 2021. "Will Schumpeter Catch Covid-19?," CEPR Discussion Papers 15834, C.E.P.R. Discussion Papers.
    29. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    30. Charles R. Hulten, 1978. "Growth Accounting with Intermediate Inputs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 45(3), pages 511-518.
    31. Radeef Chundakkadan & Rajesh Raj Natarajan & Subash Sasidharan, 2022. "Small firms amidst COVID‐19: Financial constraints and role of government support," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 51(3), November.
    32. Lily Davies & Mark Kattenberg & Benedikt Vogt, 2023. "Predicting Firm Exits with Machine Learning: Implications for Selection into COVID-19 Support and Productivity Growth," CPB Discussion Paper 444, CPB Netherlands Bureau for Economic Policy Analysis.
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    Cited by:

    1. Krieger, Bastian, 2024. "Heterogeneous university funding programs and regional firm innovation," Research Policy, Elsevier, vol. 53(5).
    2. Ascari, Guido & Colciago, Andrea & Silvestrini, Riccardo, 2023. "Business dynamism, sectoral reallocation and productivity in a pandemic," European Economic Review, Elsevier, vol. 156(C).
    3. Lily Davies & Mark Kattenberg & Benedikt Vogt, 2023. "Predicting Firm Exits with Machine Learning: Implications for Selection into COVID-19 Support and Productivity Growth," CPB Discussion Paper 444, CPB Netherlands Bureau for Economic Policy Analysis.
    4. Archanskaia, Elizaveta & Canton, Erik & Hobza, Alexandr & Nikolov, Plamen & Simons, Wouter, 2023. "The asymmetric impact of COVID-19: A novel approach to quantifying financial distress across industries," European Economic Review, Elsevier, vol. 158(C).

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    More about this item

    Keywords

    Productivity; productivity growth; aggregate productivity; allocative efficiency;
    All these keywords.

    JEL classification:

    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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