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Foreign Shocks as Granular Fluctuations

Author

Listed:
  • Julian di Giovanni

    (Federal Reserve Bank of New York, ICREA-Universitat Pompeu Fabra, Barcelona GSE, CREI and CEPR)

  • Andrei A. Levchenko

    (University of Michigan, NBER, & CEPR)

  • Isabelle Mejean

    (CREST-Ecole Polytechnique and CEPR)

Abstract
This paper uses a dataset covering the universe of French firm-level sales, imports, and exports over the period 1993-2007 and a quantitative multi-country model to study the international transmission of business cycle shocks at both the micro and the macro levels. The largest firms are both important enough to generate aggregate fluctuations (Gabaix, 2011), and most likely to be internationally connected. This implies that foreign shocks are transmitted to the domestic economy primarily through the largest 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 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: 40 to 85% of the impact of foreign fluctuations on French GDP is accounted for by the Òforeign granular residualÓ Ð the term capturing the fact that larger firms are more affected by the foreign shocks. At the macro level, firm heterogeneity dampens 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, 2020. "Foreign Shocks as Granular Fluctuations," Working Papers 678, Research Seminar in International Economics, University of Michigan.
  • Handle: RePEc:mie:wpaper:678
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    File URL: http://www.fordschool.umich.edu/rsie/workingpapers/Papers676-700/r678.pdf
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    1. Andrew T. Foerster & Pierre-Daniel G. Sarte & Mark W. Watson, 2011. "Sectoral versus Aggregate Shocks: A Structural Factor Analysis of Industrial Production," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 1-38.
    2. Enghin Atalay, 2017. "How Important Are Sectoral Shocks?," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 254-280, October.
    3. George Alessandria & Horag Choi, 2007. "Do Sunk Costs of Exporting Matter for Net Export Dynamics?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 289-336.
    4. Fabio Ghironi & Marc J. Melitz, 2005. "International Trade and Macroeconomic Dynamics with Heterogeneous Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 865-915.
    5. Jörn Kleinert & Julien Martin & Farid Toubal, 2015. "The Few Leading the Many: Foreign Affiliates and Business Cycle Comovement," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 134-159, October.
    6. Zhen Huo & Andrei A. Levchenko & Nitya Pandalai-Nayar, 2019. "International Comovement in the Global Production Network," NBER Working Papers 25978, National Bureau of Economic Research, Inc.
    7. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 0. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    8. Timothy J. Kehoe & Kim J. Ruhl, 2008. "Are Shocks to the Terms of Trade Shocks to Productivity?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 804-819, October.
    9. Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2023. "Utilization-adjusted TFP across countries: Measurement and implications for international comovement," Journal of International Economics, Elsevier, vol. 146(C).
    10. Burstein, Ariel & Kurz, Christopher & Tesar, Linda, 2008. "Trade, production sharing, and the international transmission of business cycles," Journal of Monetary Economics, Elsevier, vol. 55(4), pages 775-795, May.
    11. Andrew Atkeson & Ariel Burstein, 2008. "Pricing-to-Market, Trade Costs, and International Relative Prices," American Economic Review, American Economic Association, vol. 98(5), pages 1998-2031, December.
    12. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2014. "Firms, Destinations, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 82(4), pages 1303-1340, July.
    13. Daron Acemoglu & Ufuk Akcigit & William Kerr, 2016. "Networks and the Macroeconomy: An Empirical Exploration," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 273-335.
    14. Julian di Giovanni & Andrei A. Levchenko, 2010. "Putting the Parts Together: Trade, Vertical Linkages, and Business Cycle Comovement," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 95-124, April.
    15. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    16. Andrew T. Foerster & Andreas Hornstein & Pierre-Daniel G. Sarte & Mark W. Watson, 2022. "Aggregate Implications of Changing Sectoral Trends," Journal of Political Economy, University of Chicago Press, vol. 130(12), pages 3286-3333.
    17. Alviarez, Vanessa & Cravino, Javier & Levchenko, Andrei A., 2017. "The growth of multinational firms in the Great Recession," Journal of Monetary Economics, Elsevier, vol. 85(C), pages 50-64.
    18. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    19. Raj Chetty & Adam Guren & Day Manoli & Andrea Weber, 2013. "Does Indivisible Labor Explain the Difference between Micro and Macro Elasticities? A Meta-Analysis of Extensive Margin Elasticities," NBER Macroeconomics Annual, University of Chicago Press, vol. 27(1), pages 1-56.
    20. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    21. David Rezza Baqaee, 2018. "Cascading Failures in Production Networks," Econometrica, Econometric Society, vol. 86(5), pages 1819-1838, September.
    22. Ariel Burstein & Javier Cravino, 2015. "Measured Aggregate Gains from International Trade," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(2), pages 181-218, April.
    23. Andrew Foerster & Andreas Hornstein & Pierre-Daniel Sarte & Mark W. Watson, 2019. "Aggregate Implications of Changing Sectoral Trends," NBER Working Papers 25867, National Bureau of Economic Research, Inc.
    24. Jonathan Eaton & Samuel Kortum & Francis Kramarz, 2011. "An Anatomy of International Trade: Evidence From French Firms," Econometrica, Econometric Society, vol. 79(5), pages 1453-1498, September.
    25. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    26. Joaquin Blaum & Claire Lelarge & Michael Peters, 2018. "The Gains from Input Trade with Heterogeneous Importers," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 77-127, October.
    27. Kei-Mu Yi, 2003. "Can Vertical Specialization Explain the Growth of World Trade?," Journal of Political Economy, University of Chicago Press, vol. 111(1), pages 52-102, February.
    28. Cecile Gaubert & Oleg Itskhoki, 2021. "Granular Comparative Advantage," Journal of Political Economy, University of Chicago Press, vol. 129(3), pages 871-939.
    29. repec:zbw:bofrdp:2015_025 is not listed on IDEAS
    30. Liao, Wei & Santacreu, Ana Maria, 2015. "The trade comovement puzzle and the margins of international trade," Journal of International Economics, Elsevier, vol. 96(2), pages 266-288.
    31. Joaquin Blaum, 2018. "Global Firms in Large Devaluations," 2018 Meeting Papers 593, Society for Economic Dynamics.
    32. Joaquin Blaum & Claire LeLarge & Michael Peters, 2015. "The Gains from Input Trade in Firm-Based Models of Importing," NBER Working Papers 21504, National Bureau of Economic Research, Inc.
    33. Biscourp, Pierre & Kramarz, Francis, 2007. "Employment, skill structure and international trade: Firm-level evidence for France," Journal of International Economics, Elsevier, vol. 72(1), pages 22-51, May.
    34. Christoph E. Boehm & Aaron Flaaen & Nitya Pandalai-Nayar, 2019. "Input Linkages and the Transmission of Shocks: Firm-Level Evidence from the 2011 Tōhoku Earthquake," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 60-75, March.
    35. Eaton, Jonathan & Kortum, Samuel & Neiman, Brent, 2016. "Obstfeld and Rogoff׳s international macro puzzles: a quantitative assessment," Journal of Economic Dynamics and Control, Elsevier, vol. 72(C), pages 5-23.
    36. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-1721, September.
    37. Greenwood, Jeremy & Hercowitz, Zvi & Huffman, Gregory W, 1988. "Investment, Capacity Utilization, and the Real Business Cycle," American Economic Review, American Economic Association, vol. 78(3), pages 402-417, June.
    38. Rudolfs Bems & Robert C Johnson & Kei-Mu Yi, 2010. "Demand Spillovers and the Collapse of Trade in the Global Recession," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(2), pages 295-326, December.
    39. Costinot, Arnaud & Rodríguez-Clare, Andrés, 2014. "Trade Theory with Numbers: Quantifying the Consequences of Globalization," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 197-261, Elsevier.
    40. Timothy J. Kehoe & Kim J. Ruhl, 2008. "Are Shocks to the Terms of Trade Shocks to Productivity?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 804-819, October.
    41. Robert Dekle & Jonathan Eaton & Samuel Kortum, 2008. "Global Rebalancing with Gravity: Measuring the Burden of Adjustment," IMF Staff Papers, Palgrave Macmillan, vol. 55(3), pages 511-540, July.
    42. Javier Cravino & Andrei A. Levchenko, 2017. "Multinational Firms and International Business Cycle Transmission," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 921-962.
    43. Michael D. König & Andrei Levchenko & Tim Rogers & Fabrizio Zilibotti, 2022. "Aggregate fluctuations in adaptive production networks," Decision Analysis, INFORMS, vol. 119(38), pages 2203730119-, September.
    44. Vasco Carvalho, 2007. "Aggregate fluctuations and the network structure of intersectoral trade," Economics Working Papers 1206, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2010.
    45. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    46. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    47. Robert C. Johnson, 2014. "Trade in Intermediate Inputs and Business Cycle Comovement," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 39-83, October.
    48. repec:zbw:bofrdp:urn:nbn:fi:bof-201512101464 is not listed on IDEAS
    49. 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.
    50. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    51. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    52. Alvarez, Fernando & Lucas, Robert Jr., 2007. "General equilibrium analysis of the Eaton-Kortum model of international trade," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1726-1768, September.
    53. Finn E. Kydland (ed.), 1995. "Business Cycle Theory," Books, Edward Elgar Publishing, number 565.
    54. Michael D. König & Andrei Levchenko & Tim Rogers & Fabrizio Zilibotti, 2022. "Aggregate fluctuations in adaptive production networks," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 119(38), pages 2203730119-, September.
    55. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    56. repec:bla:jfinan:v:59:y:2004:i:6:p:2451-2487 is not listed on IDEAS
    57. Jonathan Eaton & Samuel S. Kortum & Sebastian Sotelo, 2012. "International Trade: Linking Micro and Macro," NBER Working Papers 17864, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

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    9. 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.
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    More about this item

    Keywords

    Granularity; Shock transmission; Aggregate fluctuations; Input linkages; International trade;
    All these keywords.

    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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