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Multi-destination firms and the impact of exchange-rate risk on trade

Author

Listed:
  • Héricourt, Jérôme
  • Nedoncelle, Clément

Abstract

Based on a French firm-level database that combines information on balance-sheet and destination-specific export information over the period 1995–2009, we document a new stylized fact related to the heterogeneous reaction of exporters to RER volatility: we show that strongly multi-destination firms tend to reduce significantly more their exports to a destination that faces higher exchange-rate volatility. We also show that, following an exchange-rate volatility shock in a given country, strongly multi-destination firms increase exports to all other destinations served. This specific behavior of multi-destination firms has significant aggregate implications. First, the bilateral aggregate impact is increasingly negative with the weight of multi-destination firms in total exports towards the considered destination. Second, the reallocation behavior of large, multi-destination firms ultimately translates into stable total French exports (summed over all destinations).

Suggested Citation

  • Héricourt, Jérôme & Nedoncelle, Clément, 2018. "Multi-destination firms and the impact of exchange-rate risk on trade," Journal of Comparative Economics, Elsevier, vol. 46(4), pages 1178-1193.
  • Handle: RePEc:eee:jcecon:v:46:y:2018:i:4:p:1178-1193
    DOI: 10.1016/j.jce.2018.07.016
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    as
    1. Ethier, Wilfred, 1973. "International Trade and the Forward Exchange Market," American Economic Review, American Economic Association, vol. 63(3), pages 494-503, June.
    2. Rose, Andrew & Glick, Reuven, 2015. "Currency Unions and Trade: A Post-EMU Mea Culpa," CEPR Discussion Papers 10615, C.E.P.R. Discussion Papers.
    3. Maggie Xiaoyang Chen & Aaditya Mattoo, 2008. "Regionalism in standards: good or bad for trade?," Canadian Journal of Economics, Canadian Economics Association, vol. 41(3), pages 838-863, August.
    4. Sandra Poncet & Florian Mayneris, 2013. "French Firms Penetrating Asian Markets : Role of Export Spillovers," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 28, pages 354-374.
    5. Jonathan Eaton & Samuel Kortum & Francis Kramarz, 2004. "Dissecting Trade: Firms, Industries, and Export Destinations," American Economic Review, American Economic Association, vol. 94(2), pages 150-154, May.
    6. Jérôme Héricourt & Sandra Poncet, 2015. "Exchange Rate Volatility, Financial Constraints, and Trade: Empirical Evidence from Chinese Firms," The World Bank Economic Review, World Bank, vol. 29(3), pages 550-578.
    7. Berman, Nicolas & Berthou, Antoine & Héricourt, Jérôme, 2015. "Export dynamics and sales at home," Journal of International Economics, Elsevier, vol. 96(2), pages 298-310.
    8. Tunç, Cengiz & Solakoglu, M. Nihat, 2016. "Does exchange rate volatility matter for international sales? Evidence from US firm level data," Economics Letters, Elsevier, vol. 149(C), pages 152-156.
    9. Arpita Chatterjee & Rafael Dix-Carneiro & Jade Vichyanond, 2013. "Multi-product Firms and Exchange Rate Fluctuations," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 77-110, May.
    10. repec:spo:wpmain:info:hdl:2441/10147 is not listed on IDEAS
    11. Nicolas Berman & Vincent Rebeyrol & Vincent Vicard, 2019. "Demand Learning and Firm Dynamics: Evidence from Exporters," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 91-106, March.
    12. Antoine Berthou & Lionel Fontagné, 2013. "How do Multiproduct Exporters React to a Change in Trade Costs?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 326-353, April.
    13. Federico Esposito, 2016. "Risk Diversification and International Trade," 2016 Meeting Papers 302, Society for Economic Dynamics.
    14. Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2002. "The Regulation of Entry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 1-37.
    15. Nicolas Berman & Philippe Martin & Thierry Mayer, 2012. "How do Different Exporters React to Exchange Rate Changes?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 437-492.
    16. Cheung, Yin-Wong & Sengupta, Rajeswari, 2013. "Impact of exchange rate movements on exports: An analysis of Indian non-financial sector firms," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 231-245.
    17. Paul De Grauwe, 1988. "Exchange Rate Variability and the Slowdown in Growth of International Trade," IMF Staff Papers, Palgrave Macmillan, vol. 35(1), pages 63-84, March.
    18. Fontagné, Lionel & Orefice, Gianluca, 2018. "Let’s try next door: Technical Barriers to Trade and multi-destination firms," European Economic Review, Elsevier, vol. 101(C), pages 643-663.
    19. Richard K. Abrams, 1980. "International trade flows under flexible exchange rates," Economic Review, Federal Reserve Bank of Kansas City, vol. 65(Mar), pages 3-10.
    20. Gábor Békés & Lionel Fontagné & Balázs Muraközy & Vincent Vicard, 2017. "Shipment frequency of exporters and demand uncertainty," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 779-807, November.
    21. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    22. Leonardo Iacovone & BeataS. Javorcik, 2010. "Multi-Product Exporters: Product Churning, Uncertainty and Export Discoveries," Economic Journal, Royal Economic Society, vol. 120(544), pages 481-499, May.
    23. George Alessandria & Joseph P. Kaboski & Virgiliu Midrigan, 2010. "Inventories, Lumpy Trade, and Large Devaluations," American Economic Review, American Economic Association, vol. 100(5), pages 2304-2339, December.
    24. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    25. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    26. Keith Head & Thierry Mayer, 2004. "Market Potential and the Location of Japanese Investment in the European Union," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 959-972, November.
    27. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    28. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    29. Eckel, Carsten & Iacovone, Leonardo & Javorcik, Beata & Neary, J. Peter, 2015. "Multi-product firms at home and away: Cost- versus quality-based competence," Journal of International Economics, Elsevier, vol. 95(2), pages 216-232.
    30. Thierry Mayer & Gianmarco Ottaviano, 2008. "The Happy Few: The Internationalisation of European Firms," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 43(3), pages 135-148, May.
    31. repec:hal:pseose:hal-01044989 is not listed on IDEAS
    32. repec:spo:wpecon:info:hdl:2441/10192 is not listed on IDEAS
    33. De Sousa, José & Disdier, Anne-Célia & Gaigné, Carl, 2020. "Export decision under risk," European Economic Review, Elsevier, vol. 121(C).
    34. repec:spo:wpecon:info:hdl:2441/10147 is not listed on IDEAS
    35. Tunc, Cengiz & Solakoglu, M. Nihat, 2017. "Not all firms react the same to exchange rate volatility? A firm level study," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 417-430.
    36. Ito, Takatoshi & Koibuchi, Satoshi & Sato, Kiyotaka & Shimizu, Junko, 2016. "Exchange rate exposure and risk management: The case of Japanese exporting firms," Journal of the Japanese and International Economies, Elsevier, vol. 41(C), pages 17-29.
    37. Facundo Albornoz & Hector Calvo-Pardo & Gregory Corcos & Emanuel Ornelas, 2012. "Sequential exporting: how firms break into foreign markets," CentrePiece - The magazine for economic performance 364, Centre for Economic Performance, LSE.
    38. repec:hal:pseose:hal-01045033 is not listed on IDEAS
    39. Jean Imbs & Isabelle Mejean, 2015. "Elasticity Optimism," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 43-83, July.
    40. Keith Head & Thierry Mayer, 2004. "Market Potential and the Location of Japanese Firms in the European Union," Post-Print hal-00267438, HAL.
    41. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2018. "The Micro Origins of International Business-Cycle Comovement," American Economic Review, American Economic Association, vol. 108(1), pages 82-108, January.
    42. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    43. Julien Martin & Isabelle Méjean, 2012. "Invoicing Currency, Firm Size, and Hedging," Working Papers 2012-28, CEPII research center.
    44. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72, April.
    45. Kyle Handley & Nuno Limão, 2018. "Policy Uncertainty, Trade, and Welfare: Theory and Evidence for China and the United States," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 5, pages 123-175, World Scientific Publishing Co. Pte. Ltd..
    46. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    47. Byrne, Joseph P. & Darby, Julia & MacDonald, Ronald, 2008. "US trade and exchange rate volatility: A real sectoral bilateral analysis," Journal of Macroeconomics, Elsevier, vol. 30(1), pages 238-259, March.
    48. Thursby, Jerry G & Thursby, Marie C, 1987. "Bilateral Trade Flows, the Linder Hypothesis, and Exchange Risk," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 488-495, August.
    49. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    50. Albornoz, Facundo & Calvo Pardo, Héctor F. & Corcos, Gregory & Ornelas, Emanuel, 2012. "Sequential exporting," Journal of International Economics, Elsevier, vol. 88(1), pages 17-31.
    51. repec:hal:pseose:hal-00975562 is not listed on IDEAS
    52. Froot, Kenneth A., 1989. "Consistent Covariance Matrix Estimation with Cross-Sectional Dependence and Heteroskedasticity in Financial Data," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(3), pages 333-355, September.
    53. Antoine Berthou & Emmanuel Dhyne, 2018. "Exchange Rate Movements, Firm-Level Exports and Heterogeneity," Working papers 660, Banque de France.
    54. 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.
    55. repec:spo:wpmain:info:hdl:2441/10192 is not listed on IDEAS
    56. James Heckman, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    57. Victor Lyonnet & Julien Martin & Isabelle Mejean, 2022. "Invoicing Currency and Financial Hedging," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(8), pages 2411-2444, December.
    58. Tenreyro, Silvana, 2007. "On the trade impact of nominal exchange rate volatility," Journal of Development Economics, Elsevier, vol. 82(2), pages 485-508, March.
    59. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    60. 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.
    61. Markowitz, Harry M, 1991. "Foundations of Portfolio Theory," Journal of Finance, American Finance Association, vol. 46(2), pages 469-477, June.
    62. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    63. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2011. "Multiproduct Firms and Trade Liberalization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1271-1318.
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    6. Tscheke, Jan, 2016. "Operational Hedging of Exchange Rate Risks," Discussion Papers in Economics 30227, University of Munich, Department of Economics.
    7. Wei, Hao & Tu, Yue & Zhou, Peng, 2023. "Technical barriers to trade and export performance: Comparing exiting and staying firms," Economic Modelling, Elsevier, vol. 126(C).
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    9. Aksel Erbahar, 2020. "Two worlds apart? Export demand shocks and domestic sales," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(2), pages 313-342, May.
    10. Gigout, Timothee, 2019. "Firm dynamics in an global and uncertain economy," MPRA Paper 96569, University Library of Munich, Germany, revised 16 Oct 2019.
    11. Ye, Xinjian & Lai, Mingyong & Xiao, Hao & Zhou, Dinggen, 2024. "Waves or ripples: African countries risk shocks and the survival of Chinese exports to Africa," China Economic Review, Elsevier, vol. 88(C).
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    13. De Sousa, José & Disdier, Anne-Célia & Gaigné, Carl, 2020. "Export decision under risk," European Economic Review, Elsevier, vol. 121(C).
    14. Chih-Hai Yang & Meng-Wen Tsou, 2025. "Labor cost shock, export, and export compositions: evidence from China," Empirical Economics, Springer, vol. 69(3), pages 1315-1333, September.
    15. Santana-Gallego, Maria & Pérez-Rodríguez, Jorge V., 2019. "International trade, exchange rate regimes, and financial crises," The North American Journal of Economics and Finance, Elsevier, vol. 47(C), pages 85-95.
    16. Cengiz Tunç & M. Nihat Solakoglu, 2025. "Exchange Rate Volatility and Firms’ Export Decisions: Evidence from Exporter Dynamics Database," Open Economies Review, Springer, vol. 36(2), pages 651-677, April.
    17. Fracasso, Andrea & Secchi, Angelo & Tomasi, Chiara, 2022. "Export pricing and exchange rate expectations under uncertainty," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 135-152.
    18. Ponomarev, Yuriy (Пономарев, Юрий) & Rey, Aleksey (Рей, Алексей) & Radchenko, Darya (Радченко, Дарья), 2018. "Investigation of the Relationship between the Intensity of International Trade and the Volatility of Paired Exchange Rates of the Russian Federation and its Trading Partners [Исследование Взаимосвя," Working Papers 061823, Russian Presidential Academy of National Economy and Public Administration.
    19. Liu, Shuo & Migrow, Dimitri, 2022. "When does centralization undermine adaptation?," Journal of Economic Theory, Elsevier, vol. 205(C).
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    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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