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Firm Reorganization, Chinese Imports, and US Manufacturing Employment

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  • Ildikó Magyari

Abstract

What is the impact of Chinese imports on employment of US manufacturing firms? Previous papers have found a negative effect of Chinese imports on employment in US manufacturing establishments, industries, and regions. However, I show theoretically and empirically that the impact of offshoring on firms, which can be thought of as collections of establishments – differs from the impact on individual establishments - because offshoring reduces costs at the firm level. These cost reductions can result in firms expanding their total manufacturing employment in industries in which the US has a comparative advantage relative to China, even as specific establishments within the firm shrink. Using novel data on firms from the US Census Bureau, I show that the data support this view: US firms expanded manufacturing employment as reorganization toward less exposed industries in response to increased Chinese imports in US output and input markets allowed them to reduce the cost of production. More exposed firms expanded employment by 2 percent more per year as they hired more (i) production workers in manufacturing, whom they paid higher wages, and (ii) in services complementary to high-skilled and high-tech manufacturing, such as R&D, design, engineering, and headquarters services. In other words, although Chinese imports may have reduced employment within some establishments, these losses were more than offset by gains in employment within the same firms. Contrary to conventional wisdom, firms exposed to greater Chinese imports created more manufacturing and nonmanufacturing jobs than non-exposed firms.

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  • Ildikó Magyari, 2017. "Firm Reorganization, Chinese Imports, and US Manufacturing Employment," Working Papers 17-58, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:17-58
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    as
    1. David H. Autor & David Dorn & Gordon H. Hanson, 2016. "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 205-240, October.
    2. Hart, Oliver & Moore, John, 1990. "Property Rights and the Nature of the Firm," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1119-1158, December.
    3. repec:clu:wpaper:0708-12 is not listed on IDEAS
    4. Gene M. Grossman & Elhanan Helpman, 2003. "Outsourcing Versus FDI in Industry Equilibrium," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 317-327, 04/05.
    5. Chaney, Thomas & Ossa, Ralph, 2013. "Market size, division of labor, and firm productivity," Journal of International Economics, Elsevier, vol. 90(1), pages 177-180.
    6. Hsieh, Chang-Tai & Ossa, Ralph, 2016. "A global view of productivity growth in China," Journal of International Economics, Elsevier, vol. 102(C), pages 209-224.
    7. Baldwin, Richard & Robert-Nicoud, Frédéric, 2007. "Offshoring: General Equilibrium Effects on Wages, Production and Trade," CEPR Discussion Papers 6218, C.E.P.R. Discussion Papers.
    8. Wei, Shang-Jin & Amiti, Mary, 2006. "Service Offshoring, Productivity and Employment: Evidence from the US," CEPR Discussion Papers 5475, C.E.P.R. Discussion Papers.
    9. repec:pri:wwseco:dp219 is not listed on IDEAS
    10. Luis Garicano & Esteban Rossi-Hansberg, 2015. "Knowledge-Based Hierarchies: Using Organizations to Understand the Economy," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 1-30, August.
    11. Enghin Atalay & Ali Horta?su & Chad Syverson, 2014. "Vertical Integration and Input Flows," American Economic Review, American Economic Association, vol. 104(4), pages 1120-1148, April.
    12. Jerry A. Hausman, 1996. "Valuation of New Goods under Perfect and Imperfect Competition," NBER Chapters, in: The Economics of New Goods, pages 207-248, National Bureau of Economic Research, Inc.
    13. Daniel Trefler, 2004. "The Long and Short of the Canada-U. S. Free Trade Agreement," American Economic Review, American Economic Association, vol. 94(4), pages 870-895, September.
    14. Maurice Kugler & Eric Verhoogen, 2012. "Prices, Plant Size, and Product Quality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 307-339.
    15. Maria Bas & Pamela Bombarda, 2013. "Chinese Trade Reforms, Market Access and Foreign Competition: The Patterns of French Exporters," The World Bank Economic Review, World Bank, vol. 27(1), pages 80-108.
    16. Maria Bas & Pamela Bombarda, 2013. "Chinese Trade Reforms, Market Access and Foreign Competition: The Patterns of French Exporters," World Bank Economic Review, World Bank Group, vol. 27(1), pages 80-108.
    17. 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.
    18. Martin Neil Baily & Barry P. Bosworth, 2014. "US Manufacturing: Understanding Its Past and Its Potential Future," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 3-26, Winter.
    19. Ali Hortaçsu & Chad Syverson, 2007. "Cementing Relationships: Vertical Integration, Foreclosure, Productivity, and Prices," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 250-301.
    20. 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.
    21. Ramondo, Natalia & Rappoport, Veronica & Ruhl, Kim J., 2016. "Intrafirm trade and vertical fragmentation in U.S. multinational corporations," Journal of International Economics, Elsevier, vol. 98(C), pages 51-59.
    22. Lorenzo Caliendo & Ferdinando Monte & Esteban Rossi-Hansberg, 2015. "The Anatomy of French Production Hierarchies," Journal of Political Economy, University of Chicago Press, vol. 123(4), pages 809-852.
    23. 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.
    24. Ariel Burstein & Jonathan Vogel, 2011. "Factor Prices and International Trade: A Unifying Perspective," NBER Working Papers 16904, National Bureau of Economic Research, Inc.
    25. Grossman, G.M. & Helpman, E., 2001. "Integration vs. Outsourcing in Industry Equilibrium," Papers 2001-7, Tel Aviv.
    26. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    27. Maria Guadalupe & Julie Wulf, 2010. "The Flattening Firm and Product Market Competition: The Effect of Trade Liberalization on Corporate Hierarchies," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 105-127, October.
    28. Chen, Cheng & Steinwender, Claudia, 2021. "Import competition, heterogeneous preferences of managers, and productivity," Journal of International Economics, Elsevier, vol. 133(C).
    29. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    30. 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.
    31. Michael D. Whinston, 2003. "On the Transaction Cost Determinants of Vertical Integration," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 19(1), pages 1-23, April.
    32. Maria Bas & Ivan Ledezma, 2008. "Trade integration and within-plant productivity evolution in Chile," Working Papers halshs-00588309, HAL.
    33. Mary Amiti & Amit K. Khandelwal, 2013. "Import Competition and Quality Upgrading," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 476-490, May.
    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. Patrick Legros & Andrew F. Newman, 2013. "A Price Theory of Vertical and Lateral Integration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 725-770.
    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. Andrew Atkeson & Ariel Tomás Burstein, 2010. "Innovation, Firm Dynamics, and International Trade," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 433-484, June.
    38. 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.
    39. Daron Acemoglu & Veronica Guerrieri, 2008. "Capital Deepening and Nonbalanced Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 467-498, June.
    40. Timothy Bresnahan & Jonathan Levin, 2012. "Vertical Integration and Market Structure [The Handbook of Organizational Economics]," Introductory Chapters,, Princeton University Press.
    41. Aldo Geuna & Federica Rossi, 2015. "The University and the Economy," Books, Edward Elgar Publishing, number 15528.
    42. Baldwin, Richard & Robert-Nicoud, Frédéric, 2014. "Trade-in-goods and trade-in-tasks: An integrating framework," Journal of International Economics, Elsevier, vol. 92(1), pages 51-62.
    43. David H. Autor & David Dorn & Gordon H. Hanson & Jae Song, 2014. "Trade Adjustment: Worker-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1799-1860.
    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. Pol Antras & Elhanan Helpman, 2004. "Global Sourcing," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 552-580, June.
    46. T. Kirk White, 2014. "Recovering The Item-Level Edit And Imputation Flags In The 1977-1997 Censuses Of Manufactures," Working Papers 14-37, Center for Economic Studies, U.S. Census Bureau.
    47. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    48. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    49. Barry Naughton, 2007. "The Chinese Economy: Transitions and Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640643, December.
    50. Conconi, Paola & Legros, Patrick & Newman, Andrew F., 2012. "Trade liberalization and organizational change," Journal of International Economics, Elsevier, vol. 86(2), pages 197-208.
    51. 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, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    52. Maria Bas & Ivan Ledezma, 2008. "Trade integration and within-plant productivity evolution in Chile," PSE Working Papers halshs-00588309, HAL.
    53. Mary Amiti & Donald R. Davis, 2012. "Trade, Firms, and Wages: Theory and Evidence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 1-36.
    54. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    55. 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.
    56. Thomas Chaney & Ralph Ossa, 2013. "Market Size, Division of Labor, and Firm Productivity," Post-Print hal-03579667, HAL.
    57. repec:hal:spmain:info:hdl:2441/312fvs95ub8ct80ng4em8fjifb is not listed on IDEAS
    58. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    59. T. Kirk White & Jerome P. Reiter & Amil Petrin, 2012. "Plant-level Productivity and Imputation of Missing Data in U.S. Census Manufacturing Data," NBER Working Papers 17816, National Bureau of Economic Research, Inc.
    60. repec:hrv:faseco:4784029 is not listed on IDEAS
    61. De Loecker, Jan, 2011. "Recovering markups from production data," International Journal of Industrial Organization, Elsevier, vol. 29(3), pages 350-355, May.
    62. Kroeber, Arthur R., 2016. "China's Economy: What Everyone Needs to Know," OUP Catalogue, Oxford University Press, number 9780190239039.
    63. Klein, Benjamin & Crawford, Robert G & Alchian, Armen A, 1978. "Vertical Integration, Appropriable Rents, and the Competitive Contracting Process," Journal of Law and Economics, University of Chicago Press, vol. 21(2), pages 297-326, October.
    64. Mary Amiti & Shang-Jin Wei, 2006. "Service Offshoring and Productivity: Evidence from the United States," NBER Working Papers 11926, National Bureau of Economic Research, Inc.
    65. Whitford, Josh, 2005. "The New Old Economy: Networks, Institutions, and the Organizational Transformation of American Manufacturing," OUP Catalogue, Oxford University Press, number 9780199286010.
    66. repec:dau:papers:123456789/6910 is not listed on IDEAS
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    6. Omar Bamieh & Matteo Fiorini & Bernard Hoekman & Adam Jakubik, 2020. "Services Input Intensity and US Manufacturing Employment Responses to the China Shock," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 333-349, September.
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    9. Adam Jakubik & Victor Stolzenburg, 2021. "The ‘China Shock’ revisited: insights from value added trade flows," Journal of Economic Geography, Oxford University Press, vol. 21(1), pages 67-95.
    10. Teresa C. Fort & Justin R. Pierce & Peter K. Schott, 2018. "New Perspectives on the Decline of US Manufacturing Employment," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 47-72, Spring.
    11. Lorenzo Bretscher, 2023. "From Local to Global: Offshoring and Asset Prices," Management Science, INFORMS, vol. 69(3), pages 1420-1448, March.
    12. Sharat Ganapati, 2020. "Comment on The Servicification of the US Economy: The Role of Startups versus Incumbent Firms," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 390-396, National Bureau of Economic Research, Inc.
    13. Sasahara, Akira, 2019. "Explaining the employment effect of exports: Value-added content matters," Journal of the Japanese and International Economies, Elsevier, vol. 52(C), pages 1-21.
    14. HAYAKAWA Kazunobu & ITO Tadashi & URATA Shujiro, 2022. "Impacts of Increased Chinese Imports on Japan’s Labor Market: Firm and Regional Aspects," Discussion papers 22037, Research Institute of Economy, Trade and Industry (RIETI).
    15. Joseph McKinney, 2018. "Economic Transitions Resulting from Globalization and Technological Change," MIC 2018: Managing Global Diversities; Proceedings of the Joint International Conference, Bled, Slovenia, 30 May–2 June 2018,, University of Primorska Press.
    16. Muendler, Marc-Andreas, 2017. "Trade, technology, and prosperity: An account of evidence from a labor-market perspective," WTO Staff Working Papers ERSD-2017-15, World Trade Organization (WTO), Economic Research and Statistics Division.
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