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Trade, FDI and Cross-Variable Linkages: A German (Macro-)Regional Perspective

  • Mitze, Timo
  • Alecke, Björn
  • Untiedt, Gerhard

We analyse the evolution of German Trade and FDI activity within the EU27 using a simultaneous equation gravity approach for imports, exports, in- and outward FDI stocks based on German regional data (NUTS1-level) for 1993-2005. Our approach seeks to explore the main long-run driving forces of both trade/FDI and identify the likely linkages among them. Our motivation for a joint system estimation rests on the observation of a significant cross-equation residual correlation for single equation trade/FDI gravity models, which in turn opens up the possibility for enhancing estimation efficiency in a full information approach. 'On the fly' the simultaneous equation model also allows us to derive a measure for trade/FDI linkages based on the variance-covariance matrix of the system's error term. Adopting both a Hausman-Taylor (1981) IV approach (3SLS-GMM) and a rival non-IV estimator (the system extension to the Fixed Effects Vector Decomposition model recently proposed by Plümper \& Tröger, 2007) our main results are: We find empirical support for the chosen gravity setup as an appropriate framework in explaining German trade and FDI patterns with a prominent role given to trade costs (proxied by geographical distance). Looking at cross-variable linkages we find a substitutive link between trade (both ex-/imports) and outward FDI for the average of German states in line with earlier evidence for Germany, while imports and inward FDI are found complement each other. We also analyse the sensitivity of the results for regionally disaggregated sub-aggregates among the total pool of German state - EU27 country pairs. The results hint at structural differences among the trade and FDI activity of the two German Eastern and Western macro regions on the one hand, and also their interaction with the 'core' EU15 member states opposed to the overall EU27 aggregate on the other hand. Taking the West German - EU27 trade \& FDI relationship as an example, the identified pairwise linkages between the four variables closely follow the predictions of the New Trade theory model of Baldwin \& Ottaviano (2001): That is, when trade is merely of intra industry type with non-zero trade costs, the latter shift production abroad and lead to export replacement effects of FDI. However, at the same time outward FDI may stimulates trade via reverse good imports. For the West German - EU15 aggregate we even reveal complementaries among export and FDI activity, which have not been identified for German data before. This strongly advocates the importance of the regional dimension in analysing cross-variable linkages among trade and FDI.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 12245.

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Date of creation: 17 Dec 2008
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Handle: RePEc:pra:mprapa:12245
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  1. Christopher F Baum & Mark E Schaffer & Steven Stillman, 2002. "IVREG2: Stata module for extended instrumental variables/2SLS and GMM estimation," Statistical Software Components S425401, Boston College Department of Economics, revised 09 Feb 2015.
  2. Linda S. Goldberg & Michael W. Klein, 1999. "International Trade and Factor Mobility: An Empirical Investigation," NBER Working Papers 7196, National Bureau of Economic Research, Inc.
  3. Zwinkels, Remco C.J. & Beugelsdijk, Sjoerd, 2010. "Gravity equations: Workhorse or Trojan horse in explaining trade and FDI patterns across time and space?," International Business Review, Elsevier, vol. 19(1), pages 102-115, February.
  4. Ulla Kunze & Dieter Schumacher, 2003. "Position Ostdeutschlands beim Export nach Polen und Tschechien ausbaufähig," DIW Wochenbericht, DIW Berlin, German Institute for Economic Research, vol. 70(33), pages 515-518.
  5. James R. Markusen & Keith E. Maskus, 1999. "Multinational Firms: Reconciling Theory and Evidence," NBER Working Papers 7163, National Bureau of Economic Research, Inc.
  6. Egger, Peter, 2004. "On the Problem of Endogenous Unobserved Effects in the Estimation of Gravity Models," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 19, pages 182-191.
  7. Russell Davidson & Emmanuel Flachaire, 2001. "The wild bootstrap, tamed at last," LSE Research Online Documents on Economics 6560, London School of Economics and Political Science, LSE Library.
  8. Deborah L. Swenson, 2004. "Foreign Investment and the Mediation of Trade Flows," Review of International Economics, Wiley Blackwell, vol. 12(4), pages 609-629, 09.
  9. Peter Egger & Michael Pfaffermayr, 2004. "Distance, trade and FDI: a Hausman-Taylor SUR approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 227-246.
  10. Ana Paula Africano & Manuela Magalhaes, 2005. "FDI and Trade in Portugal: a gravity analysis," FEP Working Papers 174, Universidade do Porto, Faculdade de Economia do Porto.
  11. James R. Markusen, 1995. "The Boundaries of Multinational Enterprises and the Theory of International Trade," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 169-189, Spring.
  12. S. Lael Brainard, 1993. "A Simple Theory of Multinational Corporations and Trade with a Trade-Off Between Proximity and Concentration," NBER Working Papers 4269, National Bureau of Economic Research, Inc.
  13. Arnold, Jens Matthias & Hussinger, Katrin, 2005. "Exports versus FDI in German Manufacturing: Firm Performance and Participation in International Markets," ZEW Discussion Papers 05-73, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  14. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2003. "Fixed effects, random effects or Hausman-Taylor?: A pretest estimator," Economics Letters, Elsevier, vol. 79(3), pages 361-369, June.
  15. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2003. "Export versus FDI," Harvard Institute of Economic Research Working Papers 1998, Harvard - Institute of Economic Research.
  16. Ansgar Belke & Julia Spies, 2007. "Enlarging the EMU to the east: What effects on trade?," Ruhr Economic Papers 0021, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  17. Buch, Claudia M. & Piazolo, Daniel, 2001. "Capital and trade flows in Europe and the impact of enlargement," Economic Systems, Elsevier, vol. 25(3), pages 183-214, September.
  18. Breusch, Trevor S & Mizon, Grayham E & Schmidt, Peter, 1989. "Efficient Estimation Using Panel Data," Econometrica, Econometric Society, vol. 57(3), pages 695-700, May.
  19. James E. Anderson & Eric van Wincoop, 2001. "Gravity with Gravitas: A Solution to the Border Puzzle," NBER Working Papers 8079, National Bureau of Economic Research, Inc.
  20. Richard E. Baldwin & Gianmarco I. P. Ottaviano, 1998. "Multiproduct Multinationals and Reciprocal FDI Dumping," NBER Working Papers 6483, National Bureau of Economic Research, Inc.
  21. Gabrielle Lipworth & Tamim Bayoumi, 1997. "Japanese Foreign Direct Investment and Regional Trade," IMF Working Papers 97/103, International Monetary Fund.
  22. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Harvard Institute of Economic Research Working Papers 2118, Harvard - Institute of Economic Research.
  23. Richard Baldwin & Daria Taglioni, 2006. "Gravity for Dummies and Dummies for Gravity Equations," NBER Working Papers 12516, National Bureau of Economic Research, Inc.
  24. Signe Krogstrup & Sébastien Wälti, 2008. "Do fiscal rules cause budgetary outcomes?," Public Choice, Springer, vol. 136(1), pages 123-138, July.
  25. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
  26. J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
  27. Yongcheol Shin & Laura Serlenga, 2007. "Gravity models of intra-EU trade: application of the CCEP-HT estimation in heterogeneous panels with unobserved common time-specific factors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 361-381.
  28. Sascha O. Becker & Marc-Andreas Muendler, 2006. "The Effect of FDI on Job Separation," CESifo Working Paper Series 1864, CESifo Group Munich.
  29. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  30. Harvey, Andrew C & Phillips, Garry D A, 1982. "Testing for Contemporaneous Correlation of Disturbances in Systems of Regression Equations," Bulletin of Economic Research, Wiley Blackwell, vol. 34(2), pages 79-91, November.
  31. Julia Spies & Helena Marques, 2006. "Trade Effects of the Europe Agreements," Diskussionspapiere aus dem Institut für Volkswirtschaftslehre der Universität Hohenheim 274/2006, Department of Economics, University of Hohenheim, Germany.
  32. Brenton, Paul & DiMauro, Francesca & Lücke, Matthias, 1998. "Economic integration and FDI: an empirical analysis of foreign investment in the EU and in Central and Eastern Europe," Kiel Working Papers 890, Kiel Institute for the World Economy.
  33. Deardorff, A.V., 1995. "Determinants of Bilateral Trade : Does Gravity Work in a Neoclassical World?," Papers 95-05, Michigan - Center for Research on Economic & Social Theory.
  34. Timo Mitze, 2009. "Endogeneity in Panel Data Models with Time-Varying and Time-Fixed Regressors: To IV or not IV?," Ruhr Economic Papers 0083, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  35. Lionel Fontagné & Michaël Pajot, 1997. "How Foreign Direct Investment Affects International Trade and Competitiveness: an Empirical Assessment," Working Papers 1997-17, CEPII research center.
  36. Volker Nitsch, 2000. "National borders and international trade: evidence from the European Union," Canadian Journal of Economics, Canadian Economics Association, vol. 33(4), pages 1091-1105, November.
  37. Guglielmo Maria Caporale & Christophe Rault & Robert Sova & Ana Maria Sova, 2008. "On the Bilateral Trade Effects of Free Trade Agreements between the EU-15 and the CEEC-4 Countries," CESifo Working Paper Series 2419, CESifo Group Munich.
  38. Cornwell, Christopher & Schmidt, Peter & Wyhowski, Donald, 1992. "Simultaneous equations and panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 151-181.
  39. Michael Binder & Cheng Hsiao & M. Hashem Pesaran, 2000. "Estimation and Inference in Short Panel Vector Autoregressions with Unit Roots and Cointegration," Banco de Espa�a Working Papers 0005, Banco de Espa�a.
  40. Wang, Z.K. & Winters, L.A., 1992. "The Trading Potential of Eastern Europe," Discussion Papers 92-21, Department of Economics, University of Birmingham.
  41. Pesaran, M.H., 2003. "A Simple Panel Unit Root Test in the Presence of Cross Section Dependence," Cambridge Working Papers in Economics 0346, Faculty of Economics, University of Cambridge.
  42. Dufour, Jean-Marie & Khalaf, Lynda, 2002. "Exact tests for contemporaneous correlation of disturbances in seemingly unrelated regressions," Journal of Econometrics, Elsevier, vol. 106(1), pages 143-170, January.
  43. Lipsey, Robert E & Weiss, Merle Yahr, 1981. "Foreign Production and Exports in Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 63(4), pages 488-94, November.
  44. 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 304-08, May.
  45. Egger, Peter, 2000. "A note on the proper econometric specification of the gravity equation," Economics Letters, Elsevier, vol. 66(1), pages 25-31, January.
  46. Fritz Breuss & Peter Egger, 1999. "How Reliable Are Estimations of East-West Trade Potentials Based on Cross-Section Gravity Analyses?," Empirica, Springer, vol. 26(2), pages 81-94, June.
  47. Kemal Turkcan, 2007. "Outward Foreign Direct Investment and Intermediate Goods Exports: Evidence from the USA," Economie Internationale, CEPII research center, issue 112, pages 51-71.
  48. Jarko Fidrmuc, 2009. "Gravity models in integrated panels," Empirical Economics, Springer, vol. 37(2), pages 435-446, October.
  49. Baltagi, Badi H. & Chang, Young-Jae, 2000. "Simultaneous Equations With Incomplete Panels," Econometric Theory, Cambridge University Press, vol. 16(02), pages 269-279, April.
  50. Leandro Rothmuller, 2003. "Does FDI Matter for Trade in Brazil? An Application of the Gravity Model," Anais do XXXI Encontro Nacional de Economia [Proceedings of the 31th Brazilian Economics Meeting] c71, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics].
  51. Blonigen, Bruce A., 2001. "In search of substitution between foreign production and exports," Journal of International Economics, Elsevier, vol. 53(1), pages 81-104, February.
  52. Maddala, G S & Wu, Shaowen, 1999. " A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-52, Special I.
  53. Li-Gang Liu & Edward M. Graham, 1998. "The Relationship Between Trade and Foreign Investment: Empirical Results for Taiwan and South Korea," Working Paper Series WP98-7, Peterson Institute for International Economics.
  54. Bedassa Tadesse & Michael Ryan, 2004. "Host market characteristics, FDI, and the FDI - trade relationship," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 13(2), pages 199-229.
  55. Millimet, Daniel & Henderson, Daniel, 2006. "Is Gravity Linear?," Departmental Working Papers 0517, Southern Methodist University, Department of Economics.
  56. J. A. Hausman & W. E. Taylor, 1980. "Panel Data and Unobservable Individual Effects," Working papers 255, Massachusetts Institute of Technology (MIT), Department of Economics.
  57. Prucha, Ingmar R, 1984. "On the Asymptotic Efficiency of Feasible Aitken Estimators for Seemingly Unrelated Regression Models with Error Components," Econometrica, Econometric Society, vol. 52(1), pages 203-07, January.
  58. Schmidt, Peter, 1990. "Three-stage least squares with different instruments for different equations," Journal of Econometrics, Elsevier, vol. 43(3), pages 389-394, March.
  59. Jungnickel, Rolf & Borrmann, Christine & Keller, Dietmar, 2005. "What gravity models can tell us about the position of German FDI in Central and Eastern Europe," HWWA Discussion Papers 328, Hamburg Institute of International Economics (HWWA).
  60. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
  61. Miren Lafourcade & Elisenda Paluzie Hernandez, 2005. "European Integration, FDI and the Internal Geography of Trade: Evidence from Western European Border Regions," Working Papers in Economics 145, Universitat de Barcelona. Espai de Recerca en Economia.
  62. Baltagi, Badi H., 1981. "Simultaneous equations with error components," Journal of Econometrics, Elsevier, vol. 17(2), pages 189-200, November.
  63. Baltagi, Badi H, 1980. "On Seemingly Unrelated Regressions with Error Components," Econometrica, Econometric Society, vol. 48(6), pages 1547-51, September.
  64. Peter Egger, 2001. "SUR Estimation of Error Components Models With AR(1) Disturbances and Unobserved Endogenous Effects," WIFO Working Papers 171, WIFO.
  65. Markusen, James R. & Melvin, James R. & Maskus, Keith E. & Kaempfer, William, 1995. "International trade: theory and evidence," MPRA Paper 21989, University Library of Munich, Germany.
  66. Mohamed Goaïed & Rym Ayed-Mouelhi, 2000. "Efficiency Measurement With Unbalanced Panel Data: Evidence from Tunisian Textile, Clothing and Leather Industries," Journal of Productivity Analysis, Springer, vol. 13(3), pages 249-262, May.
  67. James G. MacKinnon, 2002. "Bootstrap inference in econometrics," Canadian Journal of Economics, Canadian Economics Association, vol. 35(4), pages 615-645, November.
  68. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
  69. Etzo, Ivan, 2007. "Determinants of interregional migration in Italy:A panel data analysis," MPRA Paper 5307, University Library of Munich, Germany.
  70. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
  71. Pain, Nigel & Wakelin, Katharine, 1998. "Export Performance and the Role of Foreign Direct Investment," The Manchester School of Economic & Social Studies, University of Manchester, vol. 66(0), pages 62-88, Supplemen.
  72. José Manuel Martins Caetano & Aurora Galego, 2003. "An Analysis of Actual and Potential Trade between the EU Countries and the Eastern European Countries," Economics Working Papers 3_2003, University of Évora, Department of Economics (Portugal).
  73. Jyothi Pantulu & Jessie P.H. Poon, 2003. "Foreign direct investment and international trade: evidence from the US and Japan," Journal of Economic Geography, Oxford University Press, vol. 3(3), pages 241-259, July.
  74. Dieter Schumacher & Parvati Trübswetter, 2000. "Volume and Comparative Advantage in East-West Trade," Discussion Papers of DIW Berlin 223, DIW Berlin, German Institute for Economic Research.
  75. M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
  76. Jakab, Zoltan M. & Kovacs, Mihaly A. & Oszlay, Andras, 2001. "How Far Has Trade Integration Advanced?: An Analysis of the Actual and Potential Trade of Three Central and Eastern European Countries," Journal of Comparative Economics, Elsevier, vol. 29(2), pages 276-292, June.
  77. Oscar Bajo-Rubio & María Montero-Muñoz, 2001. "Foreign Direct Investment and Trade: A Causality Analysis," Open Economies Review, Springer, vol. 12(3), pages 305-323, July.
  78. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
  79. repec:dgr:uvatin:20060072 is not listed on IDEAS
  80. Ma, Yue & Morikawa, Koichiro & Shone, Ronald, 2000. "A macroeconomic model of direct investment in foreign affiliates of Japanese firms," Japan and the World Economy, Elsevier, vol. 12(4), pages 311-335, December.
  81. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
  82. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
  83. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-23, June.
  84. Sven Schreiber, 2008. "The Hausman Test Statistic can be Negative even Asymptotically," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 228(4), pages 394-405, August.
  85. Gardner, Robert, 1998. "Unobservable individual effects in unbalanced panel data," Economics Letters, Elsevier, vol. 58(1), pages 39-42, January.
  86. Björn Alecke, 2003. "Das Handelsvolumen der ostdeutschen Bundesländer mit Polen und Tschechien im Zuge der EU-Erweiterung: Ergebnisse auf Basis eines Gravitationsmodells," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 72(4), pages 565-578.
  87. Laszlo Matyas, 1997. "Proper Econometric Specification of the Gravity Model," The World Economy, Wiley Blackwell, vol. 20(3), pages 363-368, 05.
  88. Helpman, Elhanan, 1987. "Imperfect competition and international trade: Evidence from fourteen industrial countries," Journal of the Japanese and International Economies, Elsevier, vol. 1(1), pages 62-81, March.
  89. J. Caetano & A. Galego & E. Vaz & C. Vieira & I. Vieira, 2002. "The Eastward Enlargement of the Eurozone: Trade and FDI," Eastward Enlargement of the Euro-zone Working Papers wp07, Free University Berlin, Jean Monnet Centre of Excellence, revised 01 Aug 2002.
  90. Clausing, Kimberly A, 2000. "Does Multinational Activity Displace Trade?," Economic Inquiry, Western Economic Association International, vol. 38(2), pages 190-205, April.
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