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The Indirect Effects of FDI on Trade: A Network Perspective

Author

Listed:
  • Rodolfo Metulini

    (Department of economics and management, University of Brescia)

  • Massimo Riccaboni

    (IMT School for Advanced Studies Lucca)

  • Paolo Sgrignoli

    (School for economics, Scuola Superiore Sant'Anna, Pisa)

  • Zhen Zhu

    (IMT School for Advanced Studies Lucca)

Abstract

The relationship between international trade and foreign direct investment (FDI) is one of the main features of globalization. In this paper we investigate the effects of FDI on trade from a network perspective, since FDI takes not only direct but also indirect channels from origin to destination countries because of firms' incentive to reduce tax burden, to minimize coordination costs, and to break barriers to market entry. We use a unique data set of international corporate control as a measure of stock FDI to construct a corporate control network (CCN) where the nodes are the countries and the edges are the corporate control relation ships. Based on the CCN, the network measures, i.e., the shortest path length and the communicability, are computed to capture the indirect channel of FDI. Empirically we find that corporate control has a positive effect on trade both directly and indirectly. The result is robust with different specifications and estimation strategies. Hence, our paper provides strong empirical evidence of the indirect effects of FDI on trade. Moreover, we identify a number of interplaying factors such as regional trade agreements and the region of Asia. We also find that the indirect effects are more pronounced for manufacturing sectors than for primary sectors such as oil extraction and agriculture.

Suggested Citation

  • Rodolfo Metulini & Massimo Riccaboni & Paolo Sgrignoli & Zhen Zhu, 2017. "The Indirect Effects of FDI on Trade: A Network Perspective," Working Papers 04/2017, IMT School for Advanced Studies Lucca, revised Mar 2017.
  • Handle: RePEc:ial:wpaper:4/2017
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    1. Sgrignoli, Paolo & Metulini, Rodolfo & Schiavo, Stefano & Riccaboni, Massimo, 2015. "The relation between global migration and trade networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 417(C), pages 245-260.
    2. Richard Baldwin & Toshihiro Okubo, 2014. "Networked FDI: Sales and Sourcing Patterns of Japanese Foreign Affiliates," The World Economy, Wiley Blackwell, vol. 37(8), pages 1051-1080, August.
    3. Jörn Kleinert & Farid Toubal, 2010. "Gravity for FDI," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 1-13, February.
    4. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    5. 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.
    6. Karolina Ekholm & Rikard Forslid & James R. Markusen, 2021. "Export-Platform Foreign Direct Investment," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 6, pages 111-130, World Scientific Publishing Co. Pte. Ltd..
    7. Bruce A. Blonigen, 2019. "In Search of Substitution Between Foreign Production and Exports," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 9, pages 293-323, World Scientific Publishing Co. Pte. Ltd..
    8. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-481, August.
    9. Massimo Riccaboni & Alessandro Rossi & Stefano Schiavo, 2013. "Global networks of trade and bits," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 8(1), pages 33-56, April.
    10. Altomonte, Carlo & Rungi, Armando, 2013. "Business Groups as Hierarchies of Firms: Determinants of Vertical Integration and Performance," Economy and Society 148920, Fondazione Eni Enrico Mattei (FEEM).
    11. Agnès Bénassy-Quéré & Lionel Fontagné & Amina Lahrèche-Révil, 2005. "How Does FDI React to Corporate Taxation?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 12(5), pages 583-603, September.
    12. Innwon Park & Soonchan Park, 2015. "Modes of Foreign Direct Investment and Patterns of Trade: An Alternative Empirical Approach," The World Economy, Wiley Blackwell, vol. 38(8), pages 1225-1245, August.
    13. Amiti, Mary & Wakelin, Katharine, 2003. "Investment liberalization and international trade," Journal of International Economics, Elsevier, vol. 61(1), pages 101-126, October.
    14. Luca De Benedictis & Lucia Tajoli, 2011. "The World Trade Network," The World Economy, Wiley Blackwell, vol. 34(8), pages 1417-1454, August.
    15. 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.
    16. Stefania Vitali & James B Glattfelder & Stefano Battiston, 2011. "The Network of Global Corporate Control," PLOS ONE, Public Library of Science, vol. 6(10), pages 1-6, October.
    17. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    18. Gert-Jan M. Linders & Henri L.F. de Groot, 2006. "Estimation of the Gravity Equation in the Presence of Zero Flows," Tinbergen Institute Discussion Papers 06-072/3, Tinbergen Institute.
    19. Bruno Amann & Jacques Jaussaud & Johannes Schaaper, 2014. "Clusters and Regional Management Structures by Western MNCs in Asia: Overcoming the Distance Challenge," Post-Print hal-02431084, HAL.
    20. Lipsey, Robert E & Weiss, Merle Yahr, 1984. "Foreign Production and Exports of Individual Firms," The Review of Economics and Statistics, MIT Press, vol. 66(2), pages 304-308, May.
    21. G.J.M. Linders, 2006. "Estimation of the Gravity Equation of Bilateral Trade in the Presence of Zero Flows," ERSA conference papers ersa06p746, European Regional Science Association.
    22. Liu, Xiaming & Wang, Chengang & Wei, Yingqi, 2001. "Causal links between foreign direct investment and trade in China," China Economic Review, Elsevier, vol. 12(2-3), pages 190-202.
    23. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    24. Baltagi, Badi H. & Egger, Peter & Pfaffermayr, Michael, 2007. "Estimating models of complex FDI: Are there third-country effects?," Journal of Econometrics, Elsevier, vol. 140(1), pages 260-281, September.
    25. Harry Garretsen & Jolanda Peeters, 2009. "FDI and the relevance of spatial linkages: do third-country effects matter for Dutch FDI?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(2), pages 319-338, July.
    26. Maarten van 't Riet & Arjan Lejour, 2014. "Ranking the Stars: Network Analysis of Bilateral Tax Treaties," CPB Discussion Paper 290.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    27. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    28. 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.
    29. Belderbos, Rene & Sleuwaegen, Leo, 1998. "Tariff jumping DFI and export substitution: Japanese electronics firms in Europe," International Journal of Industrial Organization, Elsevier, vol. 16(5), pages 601-638, September.
    30. Silva João M. C. Santos & Tenreyro Silvana & Windmeijer Frank, 2015. "Testing Competing Models for Non-negative Data with Many Zeros," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 1-18, January.
    31. William Martin & Cong S. Pham, 2020. "Estimating the gravity model when zero trade flows are frequent and economically determined," Applied Economics, Taylor & Francis Journals, vol. 52(26), pages 2766-2779, May.
    32. Zhen Zhu & Federica Cerina & Alessandro Chessa & Guido Caldarelli & Massimo Riccaboni, 2014. "The Rise of China in the International Trade Network: A Community Core Detection Approach," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-8, August.
    33. Heckman, James, 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.
    34. 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.
    35. James R. Hines & Eric M. Rice, 1994. "Fiscal Paradise: Foreign Tax Havens and American Business," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 149-182.
    36. James R. Markusen, 1997. "Trade versus Investment Liberalization," NBER Working Papers 6231, National Bureau of Economic Research, Inc.
    37. Jeffrey Frankel & Andrew Rose, 2002. "An Estimate of the Effect of Common Currencies on Trade and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 437-466.
    38. Peter Egger, 2002. "An Econometric View on the Estimation of Gravity Models and the Calculation of Trade Potentials," The World Economy, Wiley Blackwell, vol. 25(2), pages 297-312, February.
    39. Christophe Bravard & Sudipta Sarangi & GARY D. FERRIER & JAVIER REYES & ZHEN ZHU, 2016. "Technology Diffusion on the International Trade Network," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 18(2), pages 291-312, April.
    40. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    41. Francis Weyzig, 2013. "Tax treaty shopping: structural determinants of Foreign Direct Investment routed through the Netherlands," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 20(6), pages 910-937, December.
    42. Timo Mitze, 2012. "Trade-FDI Linkages in a Simultaneous Equations System of Gravity Models for German Regional Data," Lecture Notes in Economics and Mathematical Systems, in: Empirical Modelling in Regional Science, edition 127, chapter 0, pages 123-164, Springer.
    43. Wei, Wenhui, 2005. "China and India: Any difference in their FDI performances?," Journal of Asian Economics, Elsevier, vol. 16(4), pages 719-736, August.
    44. Giorgio Fagiolo & Marina Mastrorillo, 2014. "Does Human Migration Affect International Trade? A Complex-Network Perspective," PLOS ONE, Public Library of Science, vol. 9(5), pages 1-20, May.
    45. Garlaschelli, Diego & Loffredo, Maria I., 2005. "Structure and evolution of the world trade network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 355(1), pages 138-144.
    46. Javier Reyes & Rossitza Wooster & Stuart Shirrell, 2014. "Regional Trade Agreements and the Pattern of Trade: A Networks Approach," The World Economy, Wiley Blackwell, vol. 37(8), pages 1128-1151, August.
    47. Maarten van 't Riet & Arjan Lejour, 2014. "Ranking the Stars: Network Analysis of Bilateral Tax Treaties," CPB Discussion Paper 290, CPB Netherlands Bureau for Economic Policy Analysis.
    48. Bruno Amann & Jacques Jaussaud & Johannes Schaaper, 2014. "Clusters and Regional Management Structures by Western MNCs in Asia: Overcoming the Distance Challenge," Management International Review, Springer, vol. 54(6), pages 879-906, December.
    49. Zhen Zhu & Federica Cerina & Alessandro Chessa & Guido Caldarelli & Massimo Riccaboni, 2014. "The rise of China in the international trade network: a community core detection approach," Working Papers 4/2014, IMT School for Advanced Studies Lucca, revised Apr 2014.
    50. Mintz, Jack M. & Weichenrieder, Alfons J., 2010. "The Indirect Side of Direct Investment: Multinational Company Finance and Taxation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262014491, December.
    51. D. Garlaschelli & M. I. Loffredo, 2005. "Structure and Evolution of the World Trade Network," Papers physics/0502066, arXiv.org, revised May 2005.
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    More about this item

    Keywords

    Networks; Foreign direct investment; Corporate control;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • F10 - International Economics - - Trade - - - General
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure

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