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Covid and War shocks

Author

Listed:
  • José R. Maria
  • Paulo Júlio

Abstract

We estimate a small open-economy DSGE model for the euro area using data that span the COVID-19 pandemic, the inflation surge of 2022, and the onset of the Russo–Ukrainian war. The model incorporates COVID-specific shocks—distinct from standard ones in volatility and persistence—whose inclusion is warranted when conventional shocks fail to match the data without an abnormal increase in volatility. Accounting for these shocks is crucial: their omission significantly alters model dynamics, particularly impulse response functions, and distorts the interpretation of economic mechanisms. The pandemic recession is primarily driven by “forced-savings” shocks from domestic and external households and by production constraints, while labor hoarding emerges endogenously as a firm-level response to weak demand. Applying the same approach to identify war-specific shocks yields negligible effects. The 2022 inflation surge is fully explained by standard price-markup shocks, amplified by a sequence of external inflationary pressures, that can be replicated from standard shocks. The proposed specification outperforms alternative formulations, demonstrating that omitting any pandemic-related component or the rebound effect is sufficient to alter parameter estimates, impulse responses, and historical decompositions, as well as to lower the marginal data density.

Suggested Citation

  • José R. Maria & Paulo Júlio, 2025. "Covid and War shocks," Working Papers w202526, Banco de Portugal, Economics and Research Department.
  • Handle: RePEc:ptu:wpaper:w202526
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    File URL: https://www.bportugal.pt/sites/default/files/documents/2025-12/WP202526.pdf
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    References listed on IDEAS

    as
    1. Gabriela Castro & José R. Maria & Paulo Júlio, 2013. "Fiscal multipliers in a small euro area economy: How big can they get in crisis times?," Working Papers w201311, Banco de Portugal, Economics and Research Department.
    2. José R. Maria & Paulo Júlio, 2017. "The Portuguese post-2008 period: A narrative from an estimated DSGE model," Working Papers w201715, Banco de Portugal, Economics and Research Department.
    3. Christiano, Lawrence J. & Trabandt, Mathias & Walentin, Karl, 2011. "Introducing financial frictions and unemployment into a small open economy model," Journal of Economic Dynamics and Control, Elsevier, vol. 35(12), pages 1999-2041.
    4. Fernando Alvarez & David Argente & Francesco Lippi, 2021. "A Simple Planning Problem for COVID-19 Lock-down, Testing, and Tracing," American Economic Review: Insights, American Economic Association, vol. 3(3), pages 367-382, September.
    5. Christian Bayer & Benjamin Born & Ralph Luetticke & Gernot J Müller, 2023. "The Coronavirus Stimulus Package: How Large is the Transfer Multiplier," The Economic Journal, Royal Economic Society, vol. 133(652), pages 1318-1347.
    6. Glover, Andrew & Heathcote, Jonathan & Krueger, Dirk & Ríos-Rull, José-Víctor, 2023. "Health versus wealth: On the distributional effects of controlling a pandemic," Journal of Monetary Economics, Elsevier, vol. 140(C), pages 34-59.
    7. Serena Ng, 2021. "Modeling Macroeconomic Variations after Covid-19," NBER Working Papers 29060, National Bureau of Economic Research, Inc.
    8. David Baqaee & Emmanuel Farhi, 2022. "Supply and Demand in Disaggregated Keynesian Economies with an Application to the COVID-19 Crisis," American Economic Review, American Economic Association, vol. 112(5), pages 1397-1436, May.
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    More about this item

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • E10 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - General
    • E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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