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Journal of Industry, Competition and Trade

, Volume 18, Issue 3, pp 349–371 | Cite as

Intangibles Trade and MNEs: Supply-Chain Trade in R&D Services and Innovative Subsidiaries

  • Francisco Moris
Article

Abstract

This paper contributes to the literature on vertical specialization in R&D (or ‘R&D fragmentation’) and trade in intermediate services by examining the role of multinational enterprises (MNE) activities associated with bilateral foreign direct investment (FDI). Prior work in production networks (or global value chains [GVCs]) and R&D fragmentation suggests a complementarity relationship between FDI in R&D and technological knowledge flows. The paper examines this proposition empirically for R&D services trade by extending the gravity framework of supply-chain trade for intermediate services with bilateral MNE operations as economic mass variables. The results are partially consistent with the hypothesized complementarity. The econometric strategy accounts for zero trade observations. The latter addresses possible selection and consistency issues of traditional gravity trade specifications, and allows exploring extensive vs. intensive margin of trade. Understanding the role of MNEs in these transactions may be useful for policies aimed at increasing participation and upgrading in MNE-driven GVCs.

Keywords

Trade in intermediate services R&D fragmentation Gravity model Global value chains Multinational enterprises Knowledge flows 

JEL Classification

F14 Empirical Studies of Trade F23 Multinational Firms • International Business O33 Technological Change - Diffusion Processes 

Notes

Acknowledgments

Thanks to Prof. Kaye Husbands Fealing, Georgia Institute of Technology USA, Prof. Kathryn E. Newcomer and Prof. Joseph J. Cordes (George Washington University) and to Dr. Carol Robbins (National Science Foundation) for comments on several versions of this paper. I also want to thank participants at the 2015 Meeting of the Academy of International Business in Bengaluru, India and the 2015 International Knowledge Sourcing Workshop, University of Catania, Italy. None of them are responsible for any errors in this paper. Views expressed are those of the author and do not necessarily reflect those of the National Science Foundation or other organizations.

References

  1. Anderson J (2011) The gravity model. Annu Rev Econ 3(1):133–160CrossRefGoogle Scholar
  2. Andersson U, Forsgren M, Holm U (2001) Subsidiary embeddedness and competence development in MNCs a multi-level analysis. Organ Stud 22(6):1013–1034CrossRefGoogle Scholar
  3. Arora A, Fosfuri A, Gambardella A (2002) Markets for technology: the economics of innovation and corporate strategy. MIT Press, CambridgeGoogle Scholar
  4. Baldwin R (2006) Globalisation: the great unbundling(s). Economic Council of FinlandGoogle Scholar
  5. Baldwin R, Taglioni D (2011) Gravity chains: estimating bilateral trade flows when parts and components trade is important. National Bureau of Economic Research Working Paper Series, No. 16672Google Scholar
  6. Baum CF (2006) An introduction to modern econometrics using Stata. Stata Press, College StationGoogle Scholar
  7. Burger M, Van Oort F, Linders GJ (2009) On the specification of the gravity model of trade: zeros, excess zeros and zero-inflated estimation. Spat Econ Anal 4(2):167–190CrossRefGoogle Scholar
  8. Cameron AC, Trivedi PK (2010) Microeconometrics using Stata (Rev. 2010 ed.). Stata Press, College StationGoogle Scholar
  9. Cameron AC, Trivedi PK (2013) Regression analysis of count data. Cambridge University PressGoogle Scholar
  10. Cantwell JA (1991) The theory of technological competence and its application to international production. In: McFetridge DG (ed) Foreign investment, technology and economic growth. University of Calgary Press, Calgary, pp 33–67Google Scholar
  11. Cantwell JA (1994) The relationship between international trade and international production. In: Greenaway D, Winters A (eds) Surveys in international trade. Blackwell Publishers, Oxford, pp 303–328Google Scholar
  12. Cantwell JA, Mudambi R (2005) MNE competence-creating subsidiary mandates. Strateg Manag J 26(12):1109–1128CrossRefGoogle Scholar
  13. Cantwell JA, Santangelo GD (1999) The frontier of international technology networks: Sourcing abroad the most highly tacit capabilities. Inf Econ Policy 11(1):101–123CrossRefGoogle Scholar
  14. Castellani D, Jimenez A, Zanfei A (2013) How remote are R&D labs? Distance factors and international innovative activities. J Int Bus Stud 44(7):649–675CrossRefGoogle Scholar
  15. Cheng I-Hui, Wall HJ (2005) Controlling for heterogeneity in gravity models of trade and integration. Federal Reserve Bank of St. LouisGoogle Scholar
  16. Cipollina M, Demaria F, Pietrovito F (2016) Determinants of trade: the role of innovation in presence of quality standards. J Ind Compet Trade 16(4):455–475CrossRefGoogle Scholar
  17. Clausing KA (2000) Does multinational activity displace trade. Econ Inq 38(2):190–205CrossRefGoogle Scholar
  18. Criscuolo P (2004) R&D Internationalisation and Knowledge Transfer: Impact on MNEs and their Home Countries, PhD thesis, Universiteit MaastrichtGoogle Scholar
  19. D’Agostino LM, Santangelo GD (2012) The global fragmentation of R&D activities: The home region perspective, DRUID Working Paper No. 12-06Google Scholar
  20. De Benedictis L, Taglioni D (2011) The gravity model in international trade. In: De Benedictis L, Salvatici L (eds) The trade impact of European union preferential policies: an analysis through gravity models, vol Ch. 4. Springer, Berlin, pp 55–90CrossRefGoogle Scholar
  21. Eaton J, Kortum S (2002) Technology, geography, and trade. Econometrica 70(5):1741–1779CrossRefGoogle Scholar
  22. Feenstra RC et al. (2010). Report on the state of available data for the study of international trade and FDI, National Bureau of Economic Research (NBER) WP 16254Google Scholar
  23. Feldman MP, Massard N (2002) Institutions and systems in the geography of innovation. Kluwer Academic Publishers, DordrechtCrossRefGoogle Scholar
  24. Grossman GM, Rossi-Hansberg E (2008) Trading tasks: a simple theory of offshoring. Am Econ Rev 98:1978–1997CrossRefGoogle Scholar
  25. Grubel HG, Lloyd EJ (1975) lntra-lndustry Trade: the theory and measurement of international trade in differentiated products. LondonGoogle Scholar
  26. Hakanson L, Nobel R (2001) Organizational characteristics and reverse technology transfer. Manag Int Rev 41(4):395–420Google Scholar
  27. Hanson GH, Mataloni RJ, Slaughter MJ (2005) Vertical production networks in multinational firms. Rev Econ Stat 87(4):664–678CrossRefGoogle Scholar
  28. Head K, Mayer T (2014) Gravity equations: workhorse, toolkit and cookbook. Handb Int Econ 4:131–201Google Scholar
  29. Helpman E, Krugman PR (1985) Market structure and foreign trade –increasing returns, imperfect competition, and the international economy. MIT Press, CambridgeGoogle Scholar
  30. Helpman E, Melitz M, Rubinstein Y (2008) Estimating trade flows: trading partners and trading volumes. Q J Econ 123(2):441–487CrossRefGoogle Scholar
  31. Hines JR Jr, Jaffe AB (2001) International taxation and the location of inventive activity. In: Hines JR Jr (ed) International taxation and multinational activity. NBER. University of Chicago Press, ChicagoCrossRefGoogle Scholar
  32. Iammarino S, McCann P (2013) Multinationals and economic geography: Location, technology and innovation. Edward Elgar Publishing, CheltenhamCrossRefGoogle Scholar
  33. Ibarra-Caton M (2015) Headquarter services in the global integration of production, BEA Working Paper. Washington DCGoogle Scholar
  34. International Monetary Fund (IMF) (2015) Reaping the benefits from global value chains WP/15/204. Prepared by Kevin Cheng, Sidra Rehman, Dulani Seneviratne, and Shiny ZhangGoogle Scholar
  35. Keller W (2009) Comment on “R&D exports and imports: new data and methodological issues”. In: Reinsdorf M, Slaugther MJ (eds) International trade in services and intangibles in the era of globalization. NBER. University of Chicago Press, Chicago, pp 198–201Google Scholar
  36. Keller W (2010) International trade, foreign direct investment, and technology spillovers. In: Hall BH, Rosenberg N (eds) Handbook of the economics of innovation, vol 2. North-Holland, Amsterdam, pp 793–829Google Scholar
  37. Keller W, Yeaple SR (2008) Global production and trade in the knowledge economy, NBER Working Paper No. 14626Google Scholar
  38. Kowalski P et al. (2015) Participation of developing countries in global value chains: implications for trade and trade-related policies, OECD Trade Policy Papers, No. 179, OECD Publishing, ParisGoogle Scholar
  39. Kuemmerle, W. (1999). The drivers of foreign direct investment into research and development: An empirical investigation. J Int Bus Stud, 30(1), 1–24.Google Scholar
  40. Kummritz VD, Taglioni D, Winkler D (2017) Economic upgrading through global value chain participation - which policies increase the value added gains? World Bank Policy Research WP 8007Google Scholar
  41. Lanz R, Miroudot S, Nordås HK (2011) Trade in Tasks, OECD Trade Policy Working Papers, No. 117, OECD PublishingGoogle Scholar
  42. Lipsey RE (2009) Measuring international trade in services. In: Reinsdorf M, Slaugther MJ (eds) International trade in services and intangibles in the era of globalization. National Bureau of Economic Research (NBER). University of Chicago Press, Chicago, pp 27–70Google Scholar
  43. Lipsey RE, Weiss MY (1981) Foreign production and exports in manufacturing industries. Rev Econ Stat 63(4):488–494CrossRefGoogle Scholar
  44. Lipsey RE, Ramstetter E, Blomström M (2000) Outward FDI and home country exports: Japan, the United States, and Sweden, SSE/EFI Working Paper Series in Economics and Finance No. 369Google Scholar
  45. Long JS (1997) Regression models for categorical and limited dependent variables. Sage, Thousand OaksGoogle Scholar
  46. Long JS, Freese J (2014) Regression models for categorical dependent variables using Stata, 3rd edn. Stata Press, College StationGoogle Scholar
  47. Lorenzen M (2005) Knowledge and geography. Ind Innov 12(4):399–407CrossRefGoogle Scholar
  48. Mandel M (2015) Introduction [chapter 1] to volume 2, factoryless manufacturing, global supply chains, and trade in intangibles and data. In: Houseman S, Mandel M (eds) Measuring globalization: better trade statistics for better policy. Upjohn Institute for Employment Research, p 1–10Google Scholar
  49. March JG (1991) Exploration and exploitation in organizational learning. Organ Sci 2(1):71–87CrossRefGoogle Scholar
  50. Markusen JR (2002) Multinational firms and the theory of international trade. MIT Press, CambridgeGoogle Scholar
  51. Martin W, Pham CS (2015) Estimating the gravity model when zero trade flows are frequent and economically determined, World Bank Policy Research Working Paper 7308, Washington, DCGoogle Scholar
  52. Michailova S, Mustaffa Z (2012) Subsidiary knowledge flows in multinational corporations: research accomplishments, gaps, and opportunities. J World Bus 47(3):383–396CrossRefGoogle Scholar
  53. Moris F (2009) R&D exports and imports: new data and methodological issues. In: Reinsdorf M, Slaugther MJ (eds) International trade in services and intangibles in the era of globalization. National Bureau of Economic Research (NBER). University of Chicago Press, Chicago, pp 175–197Google Scholar
  54. Moris F (2015) International trade in research and development services and the activity of MNC subsidiaries, Ph.D. Dissertation, George Washington UniversityGoogle Scholar
  55. Moris F, Zeile WJ (2016) Innovation-related services trade by multinational enterprises, results from an interagency data link project, Survey of Current Business, (May) 1-6, Washington DCGoogle Scholar
  56. Mudambi R (2008) Location, control and innovation in knowledge-intensive industries. J Econ Geogr 8(5):699–725CrossRefGoogle Scholar
  57. OECD (2015) R&D globalisation, chapter 11. In: Frascati Manual 2015: guidelines for collecting and reporting data on research and experimental development. OECD Publishing, Paris. doi: https://doi.org/10.1787/9789264239012-en
  58. OECD (2009) Global trade in knowledge: a survey of the literature. ParisGoogle Scholar
  59. Phene A, Almeida P (2008) Innovation in multinational subsidiaries: the role of knowledge assimilation and subsidiary capabilities. J Int Bus Stud 39(5):901–919CrossRefGoogle Scholar
  60. Pietrobelli C, Rabellotti R (2010) Global value chains meet innovation systems are there learning opportunities for developing countries? IDB WORKING PAPER SERIES No. IDB-WP-232Google Scholar
  61. Santos Silva J, Tenreyro S (2006) The log of gravity. Rev Econ Stat 88(4):641–658CrossRefGoogle Scholar
  62. Schmeisser B (2013) A systematic review of literature on offshoring of value chain activities. J Int Manag 19:390–406CrossRefGoogle Scholar
  63. Spulber DF (2008) Innovation and international trade in technology. J Econ Theory 138(1):1–20CrossRefGoogle Scholar
  64. Sturgeon TJ (2013). Global value chains and economic globalization - towards a new measurement framework. Report to Eurostat <http://globalvaluechains.eu>
  65. Timmer MP et al (2014) Slicing up global value chains. J Econ Perspect 28(2):99–118CrossRefGoogle Scholar
  66. UNESCAP (2015) Global value chains, technology transfers and innovation, Chapter 9 in 2015 Asia-Pacific Trade and Investment ReportGoogle Scholar
  67. Wooldridge JM (2009) Introductory econometrics: a modern approach, 4th edn. South-Western, MasonGoogle Scholar
  68. Wooldridge JM (2010) Econometric analysis of cross section and panel data, 2nd edn. MIT Press, CambridgeGoogle Scholar
  69. World Intellectual Property Organization (WIPO) (2011) Disembodied knowledge flows in the world economy. GenevaGoogle Scholar
  70. Yang Q, Mudambi R, Meyer KE (2008) Conventional and reverse knowledge flows in multinational corporations. J Manag 34(5):882–902Google Scholar
  71. Yi K-M (2003) Can vertical specialization explain the growth of world trade? J Polit Econ 111(1):52–102CrossRefGoogle Scholar
  72. Yuskavage RE, Strassner EH, Medeiros GW (2009) Outsourcing and imported services in BEA's industry accounts. In: Reinsdorf M, Slaugther MJ (eds) International trade in services and intangibles in the era of globalization. NBER. University of Chicago Press, Chicago, pp 247–283CrossRefGoogle Scholar

Copyright information

© This is a U.S. government work and its text is not subject to copyright protection in the United States; however, its text may be subject to foreign copyright protection 2017

Authors and Affiliations

  1. 1.George Washington University & National Science FoundationWashingtonUSA

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