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

Listed author(s):
  • 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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Date of creation: 17 Dec 2008
Handle: RePEc:pra:mprapa:12245
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  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(04), pages 795-837, August.
  8. Baldwin, Richard & Taglioni, Daria, 2006. "Gravity for Dummies and Dummies for Gravity Equations," CEPR Discussion Papers 5850, C.E.P.R. Discussion Papers.
  9. Etzo, Ivan, 2007. "Determinants of interregional migration in Italy:A panel data analysis," MPRA Paper 5307, University Library of Munich, Germany.
  10. Baldwin, Richard E. & Ottaviano, Gianmarco I. P., 2001. "Multiproduct multinationals and reciprocal FDI dumping," Journal of International Economics, Elsevier, vol. 54(2), pages 429-448, August.
  11. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
  12. Guglielmo Caporale & Christophe Rault & Robert Sova & Anamaria Sova, 2009. "On the bilateral trade effects of free trade agreements between the EU-15 and the CEEC-4 countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(3), pages 573-573, October.
  13. 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 203-207, January.
  14. Jarko Fidrmuc, 2009. "Gravity models in integrated panels," Empirical Economics, Springer, vol. 37(2), pages 435-446, October.
  15. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2003. "Export versus FDI," NBER Working Papers 9439, National Bureau of Economic Research, Inc.
  16. 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.
  17. 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.
  18. Linda S. Goldberg & Michael W. Klein, 1999. "International trade and factor mobility: an empirical investigation," Staff Reports 81, Federal Reserve Bank of New York.
  19. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
  20. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
  21. Gardner, Robert, 1998. "Unobservable individual effects in unbalanced panel data," Economics Letters, Elsevier, vol. 58(1), pages 39-42, January.
  22. Davidson, Russell & Flachaire, Emmanuel, 2008. "The wild bootstrap, tamed at last," Journal of Econometrics, Elsevier, vol. 146(1), pages 162-169, September.
  23. 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.
  24. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
  25. 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.
  26. Baltagi, Badi H., 1981. "Simultaneous equations with error components," Journal of Econometrics, Elsevier, vol. 17(2), pages 189-200, November.
  27. Cornwell, Christopher & Schmidt, Peter & Wyhowski, Donald, 1992. "Simultaneous equations and panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 151-181.
  28. James R. Markusen & Keith E. Maskus, 2001. "Multinational Firms: Reconciling Theory and Evidence," NBER Chapters,in: Topics in Empirical International Economics: A Festschrift in Honor of Robert E. Lipsey, pages 71-98 National Bureau of Economic Research, Inc.
  29. 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].
  30. 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.
  31. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
  32. Paul Brenton & Francesca Di Mauro & Matthias Lücke, 1999. "Economic Integration and FDI: An Empirical Analysis of Foreign Investment in the EU and in Central and Eastern Europe," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 26(2), pages 95-121, June.
  33. Egger, Peter, 2000. "A note on the proper econometric specification of the gravity equation," Economics Letters, Elsevier, vol. 66(1), pages 25-31, January.
  34. 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).
  35. Mitze, Timo, 2009. "Endogeneity in Panel Data Models with Time-Varying and Time-Fixed Regressors: To IV or not IV?," Ruhr Economic Papers 83, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  36. Laszlo Matyas, 1997. "Proper Econometric Specification of the Gravity Model," The World Economy, Wiley Blackwell, vol. 20(3), pages 363-368, 05.
  37. 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 2016.
  38. Jens M. Arnold & Katrin Hussinger, 2010. "Exports versus FDI in German Manufacturing: Firm Performance and Participation in International Markets," Review of International Economics, Wiley Blackwell, vol. 18(4), pages 595-606, 09.
  39. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
  40. Lionel Fontagné & Michaël Pajot, 1997. "How Foreign Direct Investment Affects International Trade and Competitiveness: an Empirical Assessment," Working Papers 1997-17, CEPII research center.
  41. 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).
  42. 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.
  43. Ansgar Belke & Julia Spies, 2008. "Enlarging the EMU to the east: what effects on trade?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 35(4), pages 369-389, September.
  44. Schreiber Sven, 2008. "The Hausman Test Statistic can be Negative even Asymptotically," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 228(4), pages 394-405, August.
  45. Baltagi, Badi H, 1980. "On Seemingly Unrelated Regressions with Error Components," Econometrica, Econometric Society, vol. 48(6), pages 1547-1551, September.
  46. Muendler, Marc A & Becker, Sascha O., 2006. "The Effect of FDI on Job Separation," University of California at San Diego, Economics Working Paper Series qt28h3p82z, Department of Economics, UC San Diego.
  47. 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.
  48. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
  49. 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.
  50. Clausing, Kimberly A, 2000. "Does Multinational Activity Displace Trade?," Economic Inquiry, Western Economic Association International, vol. 38(2), pages 190-205, April.
  51. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
  52. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 38(2), pages 112-134.
  53. 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.
  54. Daniel J. Henderson & Daniel L. Millimet, 2008. "Is gravity linear?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 137-172.
  55. James G. MacKinnon, 2002. "Bootstrap inference in econometrics," Canadian Journal of Economics, Canadian Economics Association, vol. 35(4), pages 615-645, November.
  56. Alan Deardorff, 1998. "Determinants of Bilateral Trade: Does Gravity Work in a Neoclassical World?," NBER Chapters,in: The Regionalization of the World Economy, pages 7-32 National Bureau of Economic Research, Inc.
  57. Signe Krogstrup & Sébastien Wälti, 2008. "Do fiscal rules cause budgetary outcomes?," Public Choice, Springer, vol. 136(1), pages 123-138, July.
  58. 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.
  59. Bayoumi, Tamim & Lipworth, Gabrielle, 1998. "Japanese foreign direct investment and regional trade," Journal of Asian Economics, Elsevier, vol. 9(4), pages 581-607.
  60. 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.
  61. Schmidt, Peter, 1990. "Three-stage least squares with different instruments for different equations," Journal of Econometrics, Elsevier, vol. 43(3), pages 389-394, March.
  62. 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 488-494, November.
  63. 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.
  64. 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.
  65. 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.
  66. 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.
  67. 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.
  68. 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.
  69. Baltagi, Badi H. & Chang, Young-Jae, 2000. "Simultaneous Equations With Incomplete Panels," Econometric Theory, Cambridge University Press, vol. 16(02), pages 269-279, April.
  70. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
  71. 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.
  72. 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.
  73. Wang, Zhen Kun & Winters, L. Alan, 1991. "The Trading Potential of Eastern Europe," CEPR Discussion Papers 610, C.E.P.R. Discussion Papers.
  74. 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.
  75. Peter Egger, 2001. "SUR Estimation of Error Components Models With AR(1) Disturbances and Unobserved Endogenous Effects," WIFO Working Papers 171, WIFO.
  76. 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.
  77. 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.
  78. Fritz Breuss & Peter Egger, 1999. "How Reliable Are Estimations of East-West Trade Potentials Based on Cross-Section Gravity Analyses?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 26(2), pages 81-94, June.
  79. 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.
  80. Breusch, Trevor S & Mizon, Grayham E & Schmidt, Peter, 1989. "Efficient Estimation Using Panel Data," Econometrica, Econometric Society, vol. 57(3), pages 695-700, May.
  81. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  82. 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.
  83. 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.
  84. 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.
  85. 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.
  86. 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 631-652, Special I.
  87. 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.
  88. 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.
  89. 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.
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