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Foreign Shocks as Granular Fluctuations

Author

Listed:
  • Julian Di Giovanni

    (Federal Reserve Bank of New York, CEPR - Center for Economic Policy Research)

  • Andrei A Levchenko

    (University of Michigan System, NBER - National Bureau of Economic Research [New York] - NBER - The National Bureau of Economic Research, CEPR - Center for Economic Policy Research)

  • Isabelle Mejean

    (ECON - Département d'économie (Sciences Po) - Sciences Po - Sciences Po - CNRS - Centre National de la Recherche Scientifique, CEPR - Center for Economic Policy Research)

Abstract

This paper uses a dataset covering the universe of French firm-level value added, imports, and exports over the period 1995-2007 and a quantitative multi-country model to study the international transmission of business cycle shocks at both the micro and the macro levels. Because the largest firms are the most likely to trade internationally, foreign shocks are transmitted to the domestic economy primarily through the large firms. We first document a novel stylized fact: larger French firms are significantly more sensitive to foreign GDP growth. We then implement a quantitative framework calibrated to the full extent of the observed heterogeneity in firm size, exporting, and importing. We simulate the propagation of foreign shocks to the French economy and report one micro and one macro finding. At the micro level heterogeneity across firms predominates: 45 to 75% of the impact of foreign fluctuations on French GDP is accounted for by the "foreign granular residual"-the term capturing the larger firms' greater responsiveness to the foreign shocks. At the macro level, firm heterogeneity attenuates the impact of foreign shocks, with the GDP responses 10 to 20% larger in a representative firm model compared to the baseline model.

Suggested Citation

  • Julian Di Giovanni & Andrei A Levchenko & Isabelle Mejean, 2024. "Foreign Shocks as Granular Fluctuations," Sciences Po Economics Publications (main) hal-04208350, HAL.
  • Handle: RePEc:hal:spmain:hal-04208350
    DOI: 10.1086/726235
    Note: View the original document on HAL open archive server: https://sciencespo.hal.science/hal-04208350v1
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    Cited by:

    1. Julian di Giovanni & John Rogers, 2024. "The Impact of U.S. Monetary Policy on Foreign Firms," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 72(1), pages 58-115, March.
    2. Oskolkov, Aleksei, 2023. "Exchange rate policy and heterogeneity in small open economies," Journal of International Economics, Elsevier, vol. 142(C).
    3. Bricongne, Jean-Charles & Carluccio, Juan & Fontagné, Lionel & Gaulier, Guillaume & Stumpner, Sebastian, 2025. "From macro to micro: Large exporters coping with global crises," Journal of International Economics, Elsevier, vol. 153(C).
    4. Imbs, Jean & Pauwels, Laurent, 2025. "Measuring foreign exposure," Journal of International Economics, Elsevier, vol. 157(C).
    5. Chen, Sihao, 2025. "International production networks and the propagation of financial shocks," Journal of International Economics, Elsevier, vol. 153(C).
    6. João Amador & Carlos Melo Gouveia & Ana Catarina Pimenta, 2023. "COVID-19, lockdowns and international trade: evidence from firm-level data," Empirical Economics, Springer, vol. 65(5), pages 2427-2466, November.
    7. Ma, Bing & Zheng, Min, 2022. "Heterogeneous firm dynamics and price setting behavior," Finance Research Letters, Elsevier, vol. 46(PB).
    8. Luca Fontanelli & Mauro Napoletano & Angelo Secchi, 2025. "Rethinking volatility scaling in firm growth," Sciences Po Economics Publications (main) hal-05261824, HAL.
    9. Chang, Jeffery (Jinfan) & Du, Huancheng & Lou, Dong & Polk, Christopher, 2022. "Ripples into waves: Trade networks, economic activity, and asset prices," Journal of Financial Economics, Elsevier, vol. 145(1), pages 217-238.
    10. Yusuf Emre Akgündüz & Salih Fendoğlu, 2022. "Export Prices, Imported Inputs, and Domestic Supply Networks," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 70(3), pages 383-419, September.
    11. Márta Bisztray & Gábor Békés & Alexandros Charos & Klaus Friesenbichler & Miklós Koren & Agnes Kügler & Balázs Lengyel & Amanda De Pirro & Birgit Meyer, 2025. "The Supply Chain Disruption Survey: A New Survey on Knowledge Flows in Global Supply Chains," WIFO Working Papers 716, WIFO.
    12. Jean-Charles Bricongne & Juan Carluccio & Lionel Fontagné & Guillaume Gaulier & Sebastian Stumpner, 2022. "From Macro to Micro: Large Exporters Coping with Common Shocks," Working papers 881, Banque de France.
    13. Lebastard, Laura & Matani, Marco & Serafini, Roberta, 2023. "GVC exporter performance during the COVID-19 pandemic: the role of supply bottlenecks," Working Paper Series 2766, European Central Bank.
    14. Bas, Maria & Fernandes, Ana & Paunov, Caroline, 2024. "How resilient was trade to COVID-19?," Economics Letters, Elsevier, vol. 240(C).
    15. Karamysheva, Madina & Seregina, Ekaterina, 2022. "Prudential policies and systemic risk: The role of interconnections," Journal of International Money and Finance, Elsevier, vol. 127(C).
    16. Severin Reissl & Alessandro Caiani & Francesco Lamperti & Mattia Guerini & Fabio Vanni & Giorgio Fagiolo & Tommaso Ferraresi & Leonardo Ghezzi & Mauro Napoletano & Andrea Roventini, 2022. "Assessing the Economic Impact of Lockdowns in Italy: A Computational Input–Output Approach [Nonlinear Production Networks with an Application to the Covid-19 Crisis]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(2), pages 358-409.
    17. Francesca Guadagno & Robert Stehrer, 2025. "The EU27’s ‘energy-renewables’ ecosystem: international competitiveness, dependencies and policy aspects," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(3), pages 727-752, September.
    18. Jaud, Melise & Cadot, Olivier & Disdier, Anne-Célia & Suwa-Eisenmann, Akiko, 2024. "Big hits in export growth," Journal of Development Economics, Elsevier, vol. 170(C).
    19. Romero, Damian, 2025. "Domestic linkages and the transmission of commodity price shocks," Journal of International Economics, Elsevier, vol. 153(C).
    20. Andreas M. Fischer & Pinar Yesin, 2023. "The kindness of strangers: Brexit and bilateral financial linkages," Working Papers 2023-02, Swiss National Bank.
    21. Ignacia Cuevas & Thomas Bourany & Gustavo González, 2024. "Supply Chain Uncertainty and Diversification," Working Papers Central Bank of Chile 1018, Central Bank of Chile.
    22. Marcus Biermann & Kilian Huber, 2024. "Tracing the International Transmission of a Crisis through Multinational Firms," Journal of Finance, American Finance Association, vol. 79(3), pages 1789-1829, June.
    23. Dainauskas, Justas, 2024. "The network origins of trade comovement," Journal of International Economics, Elsevier, vol. 152(C).
    24. Stefano Costa & Federico Sallusti & Claudio Vicarelli & Davide Zurlo, 2022. "From Micro to Macro: Micro-Foundations of the Italian Business Cycle Co-movements During the Crises," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(3), pages 499-522, November.

    More about this item

    Keywords

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    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • F15 - International Economics - - Trade - - - Economic Integration
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

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