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V–, U–, L– or W–shaped economic recovery after Covid-19: Insights from an Agent Based Model

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  • Dhruv Sharma
  • Jean-Philippe Bouchaud
  • Stanislao Gualdi
  • Marco Tarzia
  • Francesco Zamponi

Abstract

We discuss the impact of a Covid-19–like shock on a simple model economy, described by the previously developed Mark-0 Agent-Based Model. We consider a mixed supply and demand shock, and show that depending on the shock parameters (amplitude and duration), our model economy can display V-shaped, U-shaped or W-shaped recoveries, and even an L-shaped output curve with permanent output loss. This is due to the economy getting trapped in a self-sustained “bad” state. We then discuss two policies that attempt to moderate the impact of the shock: giving easy credit to firms, and the so-called helicopter money, i.e. injecting new money into the households savings. We find that both policies are effective if strong enough. We highlight the potential danger of terminating these policies too early, although inflation is substantially increased by lax access to credit. Finally, we consider the impact of a second lockdown. While we only discuss a limited number of scenarios, our model is flexible and versatile enough to accommodate a wide variety of situations, thus serving as a useful exploratory tool for a qualitative, scenario-based understanding of post-Covid recovery. The corresponding code is available on-line.

Suggested Citation

  • Dhruv Sharma & Jean-Philippe Bouchaud & Stanislao Gualdi & Marco Tarzia & Francesco Zamponi, 2021. "V–, U–, L– or W–shaped economic recovery after Covid-19: Insights from an Agent Based Model," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-22, March.
  • Handle: RePEc:plo:pone00:0247823
    DOI: 10.1371/journal.pone.0247823
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    References listed on IDEAS

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    1. Luca Fornaro & Martin Wolf, 2020. "Covid-19 coronavirus and macroeconomic policy," Economics Working Papers 1713, Department of Economics and Business, Universitat Pompeu Fabra.
    2. 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.
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    4. 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.
    5. Leach, Melissa & MacGregor, Hayley & Scoones, Ian & Wilkinson, Annie, 2021. "Post-pandemic transformations: How and why COVID-19 requires us to rethink development," World Development, Elsevier, vol. 138(C).
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    3. Branimir Jovanović & Michael Landesmann & Oliver Reiter & Bernhard Schütz, 2023. "Structural Change, Income Distribution and Unemployment Related to COVID-19: An Agent-based Model," wiiw Working Papers 223, The Vienna Institute for International Economic Studies, wiiw.
    4. Alessandro Basurto & Herbert Dawid & Philipp Harting & Jasper Hepp & Dirk Kohlweyer, 2023. "How to design virus containment policies? A joint analysis of economic and epidemic dynamics under the COVID-19 pandemic," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 18(2), pages 311-370, April.
    5. Jean-Philippe Bouchaud, 2021. "Radical Complexity," Papers 2103.09692, arXiv.org.
    6. Jacques Bughin & Sybille Berjoan & Francis Hinterman & Yuhui Xiong, 2021. "Is this Time Different? Corporate Resilience in the Age of Covid-19," Working Papers TIMES² 2021-046, ULB -- Universite Libre de Bruxelles.
    7. Any Flore Djoumessi Djoukouo, 2023. "Recessions and recoveries in Central African countries: Lessons from the past," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(6), pages 1121-1142, August.
    8. Jean-Philippe Bouchaud & Matteo Marsili & Jean-Pierre Nadal, 2023. "Application of spin glass ideas in social sciences, economics and finance," Papers 2306.16165, arXiv.org.

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