IDEAS home Printed from https://ideas.repec.org/p/zbw/rwirep/84.html
   My bibliography  Save this paper

Trade-FDI Linkages in a System of Gravity Equations for German Regional Data

Author

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

Abstract

We analyse the nature of German trade-FDI linkages within the EU27 based on a simultaneous equation gravity approach for imports, exports, in- and outward FDI stocks. We adopt both a Hausman-Taylor (1981) IV approach (3SLS-GMM) and rival non-IV estimation (the system extension to the Fixed Effects Vector Decomposition model recently proposed by Plümper & Tröger, 2007). Turning to the results, both estimators give empirical support for our chosen gravity setup as an appropriate framework in explaining German trade and FDI activity. Looking carefully at cross-variable linkages we basically find substitutive links between trade flows and outward FDI in line with earlier empirical evidence for Germany. Building upon German state level data we are also able to analyse the sensitivity of the results for regional sub-samples. The latter disaggregation hints at structural differences among the trade and FDI activity of the two West and East German 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 West German-EU27 trade & FDI as an example, the identified pairwise linkages closely follow the theoretical predictions of New Trade Theory models as in Baldwin & Ottaviano (2001): That is, when trade is merely of intra-industry type with non-zero trade costs, we observe export replacement effects of FDI. However, at the same time outward FDI stimulates trade via reverse good imports. For the West German-EU15 sub-sample we even reveal complementaries among export and outward FDI activity. This strongly advocates to care for the regional dimension in analysing cross-variable linkages of trade and FDI.

Suggested Citation

  • Mitze, Timo & Alecke, Björn & Untiedt, Gerhard, 2009. "Trade-FDI Linkages in a System of Gravity Equations for German Regional Data," Ruhr Economic Papers 84, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  • Handle: RePEc:zbw:rwirep:84
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/26849/1/593491645.PDF
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    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. 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(4), pages 795-837, August.
    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. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
    8. Yuzo Honda, 1985. "Testing the Error Components Model with Non-Normal Disturbances," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(4), pages 681-690.
    9. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    10. 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).
    11. 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.
    12. 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.
    13. 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.
    14. Badi H. Baltagi, 2021. "Seemingly Unrelated Regressions with Error Components," Springer Texts in Business and Economics, in: Econometric Analysis of Panel Data, edition 6, chapter 0, pages 149-155, Springer.
    15. 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.
    16. Daniel J. Henderson & Daniel L. Millimet, 2008. "Is gravity linear?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 137-172.
    17. 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.
    18. Signe Krogstrup & Sébastien Wälti, 2008. "Do fiscal rules cause budgetary outcomes?," Public Choice, Springer, vol. 136(1), pages 123-138, July.
    19. 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.
    20. Guglielmo Maria CAPORALE, & Christophe Rault & Robert SOVA & Ana Maria SOVA, 2008. "On The Trade Balance Effects Of Free Trade Agreements Between The Eu-15 And The Ceec-4 Countries," William Davidson Institute Working Papers Series wp912, William Davidson Institute at the University of Michigan.
    21. 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.
    22. 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.
    23. Baltagi, Badi H. & Chang, Young-Jae, 2000. "Simultaneous Equations With Incomplete Panels," Econometric Theory, Cambridge University Press, vol. 16(2), pages 269-279, April.
    24. Soo-Bin Park, 2005. "Estimating A Linear Simultaneous Equation Model With Panel Data," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 50(spec0), pages 475-494.
    25. 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.
    26. 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.
    27. Shin-ya Nakamura & Tsuyoshi Oyama, 1998. "The Determinants of Foreign Direct Investment from Japan and the United States to East Asian Countries, and the Linkage between FDI and Trade," Bank of Japan Working Paper Series Research and Statistics D, Bank of Japan.
    28. 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.
    29. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    30. Paul Brenton & Francesca Di Mauro & Matthias Lücke, 2014. "Economic Integration and FDI: An Empirical Analysis off Foreign Investment in the EU and in Central and Eastern Europe," World Scientific Book Chapters, in: INTERNATIONAL TRADE, DISTRIBUTION AND DEVELOPMENT Empirical Studies of Trade Policies, chapter 7, pages 125-151, World Scientific Publishing Co. Pte. Ltd..
    31. Mitze, Timo & Alecke, Björn & Untiedt, Gerhard, 2008. "Trade, FDI and Cross-Variable Linkages: A German (Macro-)Regional Perspective," MPRA Paper 12245, University Library of Munich, Germany.
    32. 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.
    33. 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.
    34. repec:zbw:rwirep:0083 is not listed on IDEAS
    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. Lionel Fontagné & Michaël Pajot, 1997. "How Foreign Direct Investment Affects International Trade and Competitiveness: an Empirical Assessment," Working Papers 1997-17, CEPII research center.
    37. 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.
    38. 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.
    39. Peter Egger, 2001. "SUR Estimation of Error Components Models With AR(1) Disturbances and Unobserved Endogenous Effects," WIFO Working Papers 171, WIFO.
    40. G. S. Maddala & Shaowen Wu, 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(S1), pages 631-652, November.
    41. 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.
    42. 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.
    43. Borrmann, Christine & Jungnickel, Rolf & Keller, Dietmar, 2005. "What Gravity Models Can Tell Us about the Position of German FDI in Central and Eastern Europe," Discussion Paper Series 26386, Hamburg Institute of International Economics.
    44. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mitze, Timo, 2010. "Estimating Gravity Models of International Trade with Correlated Time-Fixed Regressors: To IV or not IV?," MPRA Paper 23540, University Library of Munich, Germany.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mitze, Timo & Alecke, Björn & Untiedt, Gerhard, 2008. "Trade, FDI and Cross-Variable Linkages: A German (Macro-)Regional Perspective," MPRA Paper 12245, University Library of Munich, Germany.
    2. repec:zbw:rwirep:0084 is not listed on IDEAS
    3. Timo Mitze & Björn Alecke & Gerhard Untiedt, 2009. "Trade-FDI Linkages in a System of Gravity Equations for German Regional Data," Ruhr Economic Papers 0084, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    4. Mitze, Timo, 2010. "Estimating Gravity Models of International Trade with Correlated Time-Fixed Regressors: To IV or not IV?," MPRA Paper 23540, University Library of Munich, Germany.
    5. 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.
    6. 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.
    7. repec:zbw:rwirep:0083 is not listed on IDEAS
    8. Breusch, Trevor & Ward, Michael B. & Nguyen, Hoa Thi Minh & Kompas, Tom, 2011. "On the Fixed-Effects Vector Decomposition," Political Analysis, Cambridge University Press, vol. 19(2), pages 123-134, April.
    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. Güzin Bayar, 2018. "Estimating export equations: a survey of the literature," Empirical Economics, Springer, vol. 54(2), pages 629-672, March.
    11. Adolfo Maza & Paula Gutiérrez-Portilla, 2022. "Outward FDI and exports relation: A heterogeneous panel approach dealing with cross-sectional dependence," International Economics, CEPII research center, issue 170, pages 174-189.
    12. Björn Alecke & Timo Mitze & Gerhard Untiedt, 2009. "Internal Migration, Regional Labour Market Dynamics and Implications for German East-West Disparities – Results from a Panel VAR," Ruhr Economic Papers 0096, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    13. repec:zbw:rwirep:0096 is not listed on IDEAS
    14. Kahouli, Bassem & Maktouf, Samir, 2015. "The determinants of FDI and the impact of the economic crisis on the implementation of RTAs: A static and dynamic gravity model," International Business Review, Elsevier, vol. 24(3), pages 518-529.
    15. Björn Alecke & Timo Mitze & Gerhard Untiedt, 2010. "Internal migration, regional labour market dynamics and implications for German East-West disparities: results from a Panel VAR," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 30(2), pages 159-189, September.
    16. repec:elg:eechap:14395_7 is not listed on IDEAS
    17. Nuria Gallego & Carlos Llano, 2014. "The Border Effect and the Nonlinear Relationship between Trade and Distance," Review of International Economics, Wiley Blackwell, vol. 22(5), pages 1016-1048, November.
    18. Raphaël Chiappini, 2012. "Un réexamen de la relation entre commerce et Investissement Direct à l'étranger (IDE) à partir d'un modèle en panel dynamique Le cas de l'Allemagne, la France et l'Italie," Working Papers hal-00744405, HAL.
    19. Judyta Lubacha-Sember & Liwiusz Wojciechowski, 2014. "Uwarunkowania przeplywu polskich bezposrednich inwestycji zagranicznych do krajow Unii Europejskiej. Model grawitacyjny z wykorzystaniem danych panelowych / The determinants of FDI flows from Poland t," International Economics, University of Lodz, Faculty of Economics and Sociology, issue 7, pages 136-149, September.
    20. Mitze, Timo & Stephan, Andreas, 2013. "Simultaneous-equations Analysis in Regional Science and Economic Geography," Working Paper Series in Economics and Institutions of Innovation 309, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    21. Bas Straathof & Gert Jan Linders & Arjan Lejour & Jan Möhlmann, 2008. "The internal market and the Dutch economy: implications for trade and economic growth," CPB Document 168, CPB Netherlands Bureau for Economic Policy Analysis.
    22. Mariev Oleg Svyatoslavovich & Drapkin Igor Mikhailovich & Chukavina Kristina Vladimirovna & Rachinger Heiko, 2016. "Determinants of FDI inflows: the case of Russian regions," Экономика региона, CyberLeninka;Федеральное государственное бюджетное учреждение науки «Институт экономики Уральского отделения Российской академии наук», vol. 12(4), pages 1244-1252.
    23. Markus Eberhardt & Christian Helmers & Hubert Strauss, 2013. "Do Spillovers Matter When Estimating Private Returns to R&D?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 436-448, May.
    24. Claudiu Tiberiu Albulescu & Daniel Goyeau, 2016. "The interaction between trade and FDI: the CEE countries experience," Papers 1609.02334, arXiv.org.

    More about this item

    Keywords

    Trade; FDI; panel data; simultaneous equations;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:rwirep:84. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/rwiesde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.