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Trade and Domestic Production Networks

Author

Listed:
  • Magne Mogstad

    (University of Chicago)

  • Emmanuel Dhyne

    (National Bank of Belgium)

  • Ayumu Kikkawa

    (University of Chicago)

  • Felix Tintelnot

    (University of Chicago)

Abstract

In this paper we study how international trade affects firm efficiency and real wages in Belgium. Both in our theory and observed data firms trade with each other and external shocks transmit along the firm-to-firm production network. We first document the transmission of external trade shocks in reduced-form equations based on an exogenous network structure. We then develop and estimate a model of firm-to-firm trade, external trade, and endogenous network formation.

Suggested Citation

  • Magne Mogstad & Emmanuel Dhyne & Ayumu Kikkawa & Felix Tintelnot, 2017. "Trade and Domestic Production Networks," 2017 Meeting Papers 381, Society for Economic Dynamics.
  • Handle: RePEc:red:sed017:381
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    1. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    2. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    3. Grossman, Gene M. & Helpman, Elhanan & Szeidl, Adam, 2006. "Optimal integration strategies for the multinational firm," Journal of International Economics, Elsevier, vol. 70(1), pages 216-238, September.
    4. Vasco Carvalho & Nico Voigtländer, 2014. "Input diffusion and the evolution of production networks," Economics Working Papers 1418, Department of Economics and Business, Universitat Pompeu Fabra, revised Feb 2015.
    5. Vasco M. Carvalho & Basile Grassi, 2019. "Large Firm Dynamics and the Business Cycle," American Economic Review, American Economic Association, vol. 109(4), pages 1375-1425, April.
    6. Andrew B. Bernard & Emmanuel Dhyne & Glenn Magerman & Kalina Manova & Andreas Moxnes, 2022. "The Origins of Firm Heterogeneity: A Production Network Approach," Journal of Political Economy, University of Chicago Press, vol. 130(7), pages 1765-1804.
    7. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    8. 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.
    9. Yeaple, Stephen Ross, 2003. "The complex integration strategies of multinationals and cross country dependencies in the structure of foreign direct investment," Journal of International Economics, Elsevier, vol. 60(2), pages 293-314, August.
    10. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    11. Pol Antràs & Teresa C. Fort & Felix Tintelnot, 2017. "The Margins of Global Sourcing: Theory and Evidence from US Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2514-2564, September.
    12. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, Oxford University Press, vol. 131(3), pages 1543-1592.
    13. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    14. Glenn Magerman & Karolien De Bruyne & Emmanuel Dhyne & Jan Van Hove, 2016. "Heterogeneous Firms and the Micro Origins of Aggregate Fluctuations," Working Papers ECARES ECARES 2016-35, ULB -- Universite Libre de Bruxelles.
    15. Saki Bigio & Jennifer La’O, 2020. "Distortions in Production Networks," The Quarterly Journal of Economics, Oxford University Press, vol. 135(4), pages 2187-2253.
    16. David Hummels & Rasmus J?rgensen & Jakob Munch & Chong Xiang, 2014. "The Wage Effects of Offshoring: Evidence from Danish Matched Worker-Firm Data," American Economic Review, American Economic Association, vol. 104(6), pages 1597-1629, June.
    17. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, Oxford University Press, vol. 121(2), pages 541-585.
    18. Gordon H. Hanson & Raymond Robertson, 2010. "China and the Manufacturing Exports of Other Developing Countries," NBER Chapters, in: China's Growing Role in World Trade, pages 137-159, National Bureau of Economic Research, Inc.
    19. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    20. Gita Gopinath & Brent Neiman, 2014. "Trade Adjustment and Productivity in Large Crises," American Economic Review, American Economic Association, vol. 104(3), pages 793-831, March.
    21. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    22. Ossa, Ralph, 2015. "Why trade matters after all," Journal of International Economics, Elsevier, vol. 97(2), pages 266-277.
    23. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
    24. Felix Tintelnot, 2017. "Global Production with Export Platforms," The Quarterly Journal of Economics, Oxford University Press, vol. 132(1), pages 157-209.
    25. David Rezza Baqaee, 2018. "Cascading Failures in Production Networks," Econometrica, Econometric Society, vol. 86(5), pages 1819-1838, September.
    26. 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.
    27. Costas Arkolakis & Svetlana Demidova & Peter J. Klenow & Andres Rodriguez-Clare, 2008. "Endogenous Variety and the Gains from Trade," American Economic Review, American Economic Association, vol. 98(2), pages 444-450, May.
    28. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    29. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    30. Fujii, Daisuke & Ono, Yukako & Saito, Yukiko Umeno, 2017. "Indirect exports and wholesalers: Evidence from interfirm transaction network data," Japan and the World Economy, Elsevier, vol. 44(C), pages 35-47.
    31. Monarch, Ryan & Park, Jooyoun & Sivadasan, Jagadeesh, 2017. "Domestic gains from offshoring? Evidence from TAA-linked U.S. microdata," Journal of International Economics, Elsevier, vol. 105(C), pages 150-173.
    32. Ahn, JaeBin & Khandelwal, Amit K. & Wei, Shang-Jin, 2011. "The role of intermediaries in facilitating trade," Journal of International Economics, Elsevier, vol. 84(1), pages 73-85, May.
    33. Katherine Ho, 2009. "Insurer-Provider Networks in the Medical Care Market," American Economic Review, American Economic Association, vol. 99(1), pages 393-430, March.
    34. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    35. Andrew B. Bernard & Andreas Moxnes & Yukiko U. Saito, 2019. "Production Networks, Geography, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 639-688.
    36. László Halpern & Miklós Koren & Adam Szeidl, 2015. "Imported Inputs and Productivity," American Economic Review, American Economic Association, vol. 105(12), pages 3660-3703, December.
    37. Ran Spiegler, 2016. "Bayesian Networks and Boundedly Rational Expectations," The Quarterly Journal of Economics, Oxford University Press, vol. 131(3), pages 1243-1290.
    38. David Rezza Baqaee & Emmanuel Farhi, 2019. "The Macroeconomic Impact of Microeconomic Shocks: Beyond Hulten's Theorem," Econometrica, Econometric Society, vol. 87(4), pages 1155-1203, July.
    39. 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.
    40. Eduardo Morales & Gloria Sheu & Andrés Zahler, 2014. "Gravity and Extended Gravity: Using Moment Inequalities to Estimate a Model of Export Entry," NBER Working Papers 19916, National Bureau of Economic Research, Inc.
    41. David H. Autor & David Dorn & Gordon H. Hanson & Jae Song, 2014. "Trade Adjustment: Worker-Level Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 129(4), pages 1799-1860.
    42. James Tybout & David Jinkins & Daniel Yi Xu & Jonathan Eaton, 2016. "Two-sided Search in International Markets," 2016 Meeting Papers 973, Society for Economic Dynamics.
    43. Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012. "New Trade Models, Same Old Gains?," American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
    44. 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.
    45. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 441-487.
    46. 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.
    47. Emmanuel Dhyne & Cedric Duprez, 2017. "It’s a Small, Small World... A Guided Tour of the Belgian Production Network," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 84-96, Spring.
    48. Gordon H. Hanson & Raymond J. Mataloni & Matthew J. Slaughter, 2005. "Vertical Production Networks in Multinational Firms," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 664-678, November.
    49. Emmanuel Dhyne & Glenn Magerman & Ayumu Ken kikkawa, 2019. "Imperfect Competition in Firm-to-Firm Trade," Working Papers ECARES 2019-05, ULB -- Universite Libre de Bruxelles.
    50. Stefania Garetto, 2013. "Input Sourcing and Multinational Production," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 118-151, April.
    51. Jan De Loecker & Catherine Fuss & Jo Van Biesebroeck, 2014. "International competition and firm performance: evidence from Belgium," Working Papers of Department of Economics, Leuven 553099, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    52. Alonso de Gortari, 2019. "Disentangling Global Value Chains," NBER Working Papers 25868, National Bureau of Economic Research, Inc.
    53. Arnaud Costinot, 2009. "An Elementary Theory of Comparative Advantage," Econometrica, Econometric Society, vol. 77(4), pages 1165-1192, July.
    54. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
    55. Marc J. Melitz & Stephen J. Redding, 2014. "Missing Gains from Trade?," American Economic Review, American Economic Association, vol. 104(5), pages 317-321, May.
    56. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    57. Utar, Hale & Ruiz, Luis B. Torres, 2013. "International competition and industrial evolution: Evidence from the impact of Chinese competition on Mexican maquiladoras," Journal of Development Economics, Elsevier, vol. 105(C), pages 267-287.
    58. Pol Antràs & Alonso de Gortari, 2020. "On the Geography of Global Value Chains," Econometrica, Econometric Society, vol. 88(4), pages 1553-1598, July.
    59. 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.
    60. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, Oxford University Press, vol. 125(4), pages 1727-1767.
    61. Thomas Chaney, 2014. "The Network Structure of International Trade," Post-Print hal-03579668, HAL.
    62. Vives, Xavier, 1990. "Nash equilibrium with strategic complementarities," Journal of Mathematical Economics, Elsevier, vol. 19(3), pages 305-321.
    63. Lorenzo Caliendo & Fernando Parro, 2015. "Estimates of the Trade and Welfare Effects of NAFTA," Review of Economic Studies, Oxford University Press, vol. 82(1), pages 1-44.
    64. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    65. Amiti, Mary & Dai, Mi & Feenstra, Robert & Romalis, John, 2017. "How Did China's WTO Entry Benefit U.S. Consumers?," CEPR Discussion Papers 12076, C.E.P.R. Discussion Papers.
    66. Mary Amiti & Oleg Itskhoki & Jozef Konings, 2014. "Importers, Exporters, and Exchange Rate Disconnect," American Economic Review, American Economic Association, vol. 104(7), pages 1942-1978, July.
    67. Peter Arendorf Bache & Anders Laugesen, 2013. "Monotone Comparative Statics for the Industry Composition," Economics Working Papers 2013-10, Department of Economics and Business Economics, Aarhus University.
    68. 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.
    69. Valerie Smeets & Frederic Warzynski & Amil Petrin & Emmanuel Dhyne, 2017. "Multi-Product Firms, Import Competition, and the Evolution of Firm-product Technical Efficiencies," 2017 Meeting Papers 242, Society for Economic Dynamics.
    70. Saki Bigio, 2013. "Financial Frictions in Production Networks," 2013 Meeting Papers 121, Society for Economic Dynamics.
    71. Glenn Magerman & Emmanuel Dhyne & Stela Rubínova, 2015. "The Belgian production network 2002-2012," Working Paper Research 288, National Bank of Belgium.
    72. Fabian Eckert & Costas Arkolakis, 2017. "Combinatorial Discrete Choice," 2017 Meeting Papers 249, Society for Economic Dynamics.
    73. Robert C. Johnson & Guillermo Noguera, 2017. "A Portrait of Trade in Value-Added over Four Decades," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 896-911, December.
    74. Charles R. Hulten, 1978. "Growth Accounting with Intermediate Inputs," Review of Economic Studies, Oxford University Press, vol. 45(3), pages 511-518.
    75. 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.
    76. Andrew B. Bernard & Teresa C. Fort, 2015. "Factoryless Goods Producing Firms," American Economic Review, American Economic Association, vol. 105(5), pages 518-523, May.
    77. Sharat Ganapati, 2018. "The Modern Wholesaler: Global Sourcing, Domestic Distribution, and Scale Economies," Working Papers 18-49, Center for Economic Studies, U.S. Census Bureau.
    78. Taiji Furusawa & Tomohiko Inui & Keiko Ito & Heiwai Tang, 2017. "Global Sourcing and Domestic Production Networks," CESifo Working Paper Series 6658, CESifo.
    79. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," Post-Print hal-03579844, HAL.
    80. 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.
    81. Panle Jia, 2008. "What Happens When Wal-Mart Comes to Town: An Empirical Analysis of the Discount Retailing Industry," Econometrica, Econometric Society, vol. 76(6), pages 1263-1316, November.
    82. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    83. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
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    JEL classification:

    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

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