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The Global Agglomeration of Multinational Firms

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  • Laura Alfaro

    (Harvard Business School, Business, Government & the International Economy Unit)

  • Maggie Chen

    (George Washington University)

Abstract

The explosion of multinational activities in recent decades is rapidly transforming the global landscape of industrial production. But are the emerging clusters of multinational production the rule or the exception? What drives the offshore agglomeration of multinational firms in comparison to the agglomeration of domestic firms? Using a unique worldwide plant-level dataset that reports detailed location, ownership, and operation information for plants in over 100 countries, we construct a spatially continuous index of pairwise-industry agglomeration and investigate the patterns and determinants underlying the global economic geography of multinational firms. Our analysis presents new stylized facts that suggest the emerging offshore clusters of multinationals are not a simple reflection of domestic industrial clusters. Agglomeration economies including capital-good market externality and technology diffusion play a more important role in the offshore agglomeration of multinationals than the agglomeration of domestic firms. These findings remain robust when we address potential reverse causality by exploring the regional pattern and process of agglomeration.

Suggested Citation

  • Laura Alfaro & Maggie Chen, 2009. "The Global Agglomeration of Multinational Firms," Harvard Business School Working Papers 10-043, Harvard Business School, revised Apr 2014.
  • Handle: RePEc:hbs:wpaper:10-043
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    1. Maggie Xiaoyang Chen, 2011. "Interdependence in multinational production networks," Canadian Journal of Economics, Canadian Economics Association, vol. 44(3), pages 930-956, August.
    2. James R. Markusen & Anthony J. Venables, 2021. "The theory of endowment, intra-industry and multi-national trade," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 4, pages 69-94, World Scientific Publishing Co. Pte. Ltd..
    3. H. Hanson, Gordon, 2005. "Market potential, increasing returns and geographic concentration," Journal of International Economics, Elsevier, vol. 67(1), pages 1-24, September.
    4. Ottaviano, Gianmarco & Thisse, Jacques-Francois, 2004. "Agglomeration and economic geography," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 58, pages 2563-2608, Elsevier.
    5. Keith Head & Thierry Mayer, 2004. "Market Potential and the Location of Japanese Firms in the European Union," Sciences Po publications info:hdl:2441/10192, Sciences Po.
    6. David L. Carr & James R. Markusen & Keith E. Maskus, 2021. "Estimating The Knowledge-Capital Model of the Multinational Enterprise," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 5, pages 95-110, World Scientific Publishing Co. Pte. Ltd..
    7. Brian Aitken & Ann Harrison & Robert E. Lipsey, 2022. "Wages and foreign ownership A comparative study of Mexico, Venezuela, and the United States," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 4, pages 61-87, World Scientific Publishing Co. Pte. Ltd..
    8. James R. Markusen & Anthony J. Venables, 2021. "Multinational firms and the new trade theory," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 3, pages 47-67, World Scientific Publishing Co. Pte. Ltd..
    9. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
    10. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, Oxford University Press, vol. 122(2), pages 569-600.
    11. Head, Keith & Ries, John & Swenson, Deborah, 1995. "Agglomeration benefits and location choice: Evidence from Japanese manufacturing investments in the United States," Journal of International Economics, Elsevier, vol. 38(3-4), pages 223-247, May.
    12. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    13. Henry G. Overman & Diego Puga, 2010. "Labor Pooling as a Source of Agglomeration: An Empirical Investigation," NBER Chapters, in: Agglomeration Economics, pages 133-150, National Bureau of Economic Research, Inc.
    14. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    15. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, December.
    16. Rotemberg, Julio J. & Saloner, Garth, 2000. "Competition and human capital accumulation: a theory of interregional specialization and trade," Regional Science and Urban Economics, Elsevier, vol. 30(4), pages 373-404, July.
    17. Agnès Bénassy‐Quéré & Maylis Coupet & Thierry Mayer, 2007. "Institutional Determinants of Foreign Direct Investment," The World Economy, Wiley Blackwell, vol. 30(5), pages 764-782, May.
    18. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    19. 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.
    20. Venables, Anthony J. & Limao, Nuno, 2002. "Geographical disadvantage: a Heckscher-Ohlin-von Thunen model of international specialisation," Journal of International Economics, Elsevier, vol. 58(2), pages 239-263, December.
    21. Gilles Duranton & Henry G. Overman, 2008. "Exploring The Detailed Location Patterns Of U.K. Manufacturing Industries Using Microgeographic Data," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 213-243, February.
    22. Laura Alfaro & Andrew Charlton, 2009. "Intra-industry Foreign Direct Investment," American Economic Review, American Economic Association, vol. 99(5), pages 2096-2119, December.
    23. Helsley, Robert W. & Strange, William C., 1990. "Matching and agglomeration economies in a system of cities," Regional Science and Urban Economics, Elsevier, vol. 20(2), pages 189-212, September.
    24. 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.
    25. Venables, Anthony J, 1996. "Equilibrium Locations of Vertically Linked Industries," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(2), pages 341-359, May.
    26. Head, Keith & Mayer, Thierry, 2004. "The empirics of agglomeration and trade," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 59, pages 2609-2669, Elsevier.
    27. Pol Antràs, 2003. "Firms, Contracts, and Trade Structure," The Quarterly Journal of Economics, Oxford University Press, vol. 118(4), pages 1375-1418.
    28. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    29. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    30. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    31. Laura Alfaro & Sebnem Kalemli-Ozcan & Vadym Volosovych, 2008. "Why Doesn't Capital Flow from Rich to Poor Countries? An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 347-368, May.
    32. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    33. Peter Debaere & Joonhyung Lee & Myungho Paik, 2010. "Agglomeration, backward and forward linkages: evidence from South Korean investment in China," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(2), pages 520-546, May.
    34. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," Review of Economic Studies, Oxford University Press, vol. 72(4), pages 1077-1106.
    35. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    36. repec:hal:wpspec:info:hdl:2441/10191 is not listed on IDEAS
    37. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    38. Gustavo J. Bobonis & Howard J. Shatz, 2007. "Agglomeration, Adjustment, and State Policies in the Location of Foreign Direct Investment in the United States," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 30-43, February.
    39. 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.
    40. Head, Keith & Ries, John, 2008. "FDI as an outcome of the market for corporate control: Theory and evidence," Journal of International Economics, Elsevier, vol. 74(1), pages 2-20, January.
    41. Pol Antras & Elhanan Helpman, 2004. "Global Sourcing," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 552-580, June.
    42. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    43. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    44. Redding, Stephen & Venables, Anthony J., 2004. "Economic geography and international inequality," Journal of International Economics, Elsevier, vol. 62(1), pages 53-82, January.
    45. 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.
    46. Ann E. Harrison & Inessa Love & Margaret S. McMillan, 2022. "Global capital flows and financing constraints," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 8, pages 181-213, World Scientific Publishing Co. Pte. Ltd..
    47. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    48. Rosenthal, Stuart S. & Strange, William C., 2001. "The Determinants of Agglomeration," Journal of Urban Economics, Elsevier, vol. 50(2), pages 191-229, September.
    49. Gianmarco I. P. Ottaviano & Diego Puga, 1998. "Agglomeration in the Global Economy: A Survey of the ‘New Economic Geography’," The World Economy, Wiley Blackwell, vol. 21(6), pages 707-731, August.
    50. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
    51. Helpman, Elhanan, 1984. "A Simple Theory of International Trade with Multinational Corporations," Journal of Political Economy, University of Chicago Press, vol. 92(3), pages 451-471, June.
    52. Stephen J. Redding, 2010. "The Empirics Of New Economic Geography," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 297-311, February.
    53. repec:hal:wpspec:info:hdl:2441/10192 is not listed on IDEAS
    54. Laura Alfaro & Maggie Xiaoyang Chen, 2012. "Surviving the Global Financial Crisis: Foreign Ownership and Establishment Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 4(3), pages 30-55, August.
    55. Peter Debaere & Joonhyung Lee & Myungho Paik, 2010. "Agglomeration, backward and forward linkages: evidence from South Korean investment in China," Canadian Journal of Economics, Canadian Economics Association, vol. 43(2), pages 520-546, May.
    56. Gene M. Grossman & Elhanan Helpman, 2002. "Integration versus Outsourcing in Industry Equilibrium," The Quarterly Journal of Economics, Oxford University Press, vol. 117(1), pages 85-120.
    57. repec:hal:spmain:info:hdl:2441/10191 is not listed on IDEAS
    58. Daron Acemoglu & Simon Johnson & Todd Mitton, 2009. "Determinants of Vertical Integration: Financial Development and Contracting Costs," Journal of Finance, American Finance Association, vol. 64(3), pages 1251-1290, June.
    59. Giorgio Barba Navaretti & Anthony J. Venables, 2006. "Multinational Firms in the World Economy," Economics Books, Princeton University Press, edition 1, volume 1, number 7832.
    60. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 49, pages 2119-2171, Elsevier.
    61. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    62. repec:hal:spmain:info:hdl:2441/10192 is not listed on IDEAS
    63. Giorgio Barba Navaretti & Anthony J. Venables, 2006. "Facts and Issues, from Multinational Firms in the World Economy," Introductory Chapters, in: Multinational Firms in the World Economy, Princeton University Press.
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    More about this item

    Keywords

    multinational firm; agglomeration; location fundamentals; agglomeration economies;
    All these keywords.

    JEL classification:

    • F2 - International Economics - - International Factor Movements and International Business
    • D2 - Microeconomics - - Production and Organizations
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics

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