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Modelling European regional FDI flows using a Bayesian spatial Poisson interaction model

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  • Tamás Krisztin

    (International Institute for Applied Systems Analysis (IIASA))

  • Philipp Piribauer

    (Austrian Institute of Economic Research (WIFO))

Abstract

This paper presents an empirical study of spatial origin and destination effects of European regional FDI dyads. Recent regional studies primarily focus on locational determinants, but ignore bilateral origin- and intervening factors, as well as associated spatial dependence. This paper fills this gap by using observations on interregional FDI flows within a spatially augmented Poisson interaction model. We explicitly distinguish FDI activities between three different stages of the value chain. Our results provide important insights on drivers of regional FDI activities, both from origin and destination perspectives. We moreover show that spatial dependence plays a key role in both dimensions.

Suggested Citation

  • Tamás Krisztin & Philipp Piribauer, 2021. "Modelling European regional FDI flows using a Bayesian spatial Poisson interaction model," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(3), pages 593-616, December.
  • Handle: RePEc:spr:anresc:v:67:y:2021:i:3:d:10.1007_s00168-021-01058-x
    DOI: 10.1007/s00168-021-01058-x
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    1. Roberto Basile & Saime Kayam, 2015. "Empirical Literature on Location Choice of Multinationals," Dynamic Modeling and Econometrics in Economics and Finance, in: Pasquale Commendatore & Saime Kayam & Ingrid Kubin (ed.), Complexity and Geographical Economics, edition 127, pages 325-351, Springer.
    2. Grahame Fallon & Mark Cook, 2014. "Explaining Manufacturing and Non-Manufacturing Inbound FDI Location in Five UK Regions," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 105(3), pages 331-348, July.
    3. Pasquale Commendatore & Saime Kayam & Ingrid Kubin (ed.), 2015. "Complexity and Geographical Economics," Dynamic Modeling and Econometrics in Economics and Finance, Springer, edition 127, number 978-3-319-12805-4, May.
    4. 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.
    5. John Dunning, 2001. "The Eclectic (OLI) Paradigm of International Production: Past, Present and Future," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(2), pages 173-190.
    6. Sylvia FrüHwirth-Schnatter & Helga Wagner, 2006. "Auxiliary mixture sampling for parameter-driven models of time series of counts with applications to state space modelling," Biometrika, Biometrika Trust, vol. 93(4), pages 827-841, December.
    7. Huber, Florian & Fischer, Manfred M. & Piribauer, Philipp, 2019. "The Role Of Us-Based Fdi Flows For Global Output Dynamics," Macroeconomic Dynamics, Cambridge University Press, vol. 23(3), pages 943-973, April.
    8. 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.
    9. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    10. James P. LeSage & Manfred M. Fischer, 2012. "Estimates of the Impact of Static and Dynamic Knowledge Spillovers on Regional Factor Productivity," International Regional Science Review, , vol. 35(1), pages 103-127, January.
    11. Fabrice Defever, 2006. "Functional fragmentation and the location of multinational firms in the enlarged Europe," Post-Print halshs-00118808, HAL.
    12. Martijn Regelink & J. Paul Elhorst, 2015. "The spatial econometrics of FDI and third country effects," Letters in Spatial and Resource Sciences, Springer, vol. 8(1), pages 1-13, March.
    13. James P. LeSage & Manfred M. Fischer & Thomas Scherngell, 2007. "Knowledge spillovers across Europe: Evidence from a Poisson spatial interaction model with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 393-421, August.
    14. 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.
    15. Henderson, J. Vernon & Ono, Yukako, 2008. "Where do manufacturing firms locate their headquarters?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 431-450, March.
    16. Laura CASI & Laura RESMINI, 2010. "Evidence on the determinants of foreign direct investment: the case of EU regions," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 1, pages 93-118, December.
    17. John Geweke, 1991. "Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments," Staff Report 148, Federal Reserve Bank of Minneapolis.
    18. Manfred M. Fischer & James P. LeSage, 2015. "A Bayesian space-time approach to identifying and interpreting regional convergence clubs in Europe," Papers in Regional Science, Wiley Blackwell, vol. 94(4), pages 677-702, November.
    19. Manfred M. Fischer & Nico Pintar & Benedikt Sargant, 2016. "Austrian Outbound Foreign Direct Investment in Europe:A spatial econometric study," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 10(1), pages 1-22, JUNE.
    20. Defever, Fabrice, 2006. "Functional fragmentation and the location of multinational firms in the enlarged Europe," Regional Science and Urban Economics, Elsevier, vol. 36(5), pages 658-677, September.
    21. Coughlin, Cletus C & Terza, Joseph V & Arromdee, Vachira, 1991. "State Characteristics and the Location of Foreign Direct Investment within the United States," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 675-683, November.
    22. Wilfried Koch & James P. LeSage, 2015. "Latent Multilateral Trade Resistance Indices: Theory and Evidence," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(3), pages 264-290, July.
    23. Dimitra Dimitropoulou & Philip McCann & Simon P. Burke, 2013. "The determinants of the location of foreign direct investment in UK regions†," Applied Economics, Taylor & Francis Journals, vol. 45(27), pages 3853-3862, September.
    24. Strauss-Kahn, Vanessa & Vives, Xavier, 2009. "Why and where do headquarters move?," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 168-186, March.
    25. Jesús Crespo Cuaresma & Gernot Doppelhofer & Florian Huber & Philipp Piribauer, 2018. "Human capital accumulation and long†term income growth projections for European regions," Journal of Regional Science, Wiley Blackwell, vol. 58(1), pages 81-99, January.
    26. Chou, Kuang-Hann & Chen, Chien-Hsun & Mai, Chao-Cheng, 2011. "The impact of third-country effects and economic integration on China's outward FDI," Economic Modelling, Elsevier, vol. 28(5), pages 2154-2163, September.
    27. Bruce A. Blonigen & Ronald B. Davies & Glen R. Waddell & Helen T. Naughton, 2019. "FDI in Space: Spatial Autoregressive Relationships in Foreign Direct Investment," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 2, pages 55-88, World Scientific Publishing Co. Pte. Ltd..
    28. Bruce A. Blonigen & Jeremy Piger, 2019. "Determinants of Foreign Direct Investment," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 1, pages 3-54, World Scientific Publishing Co. Pte. Ltd..
    29. Markus Leibrecht & Aleksandra Riedl, 2014. "Modeling FDI based on a spatially augmented gravity model: Evidence for Central and Eastern European Countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 23(8), pages 1206-1237, December.
    30. Bruce Blonigen, 2005. "A Review of the Empirical Literature on FDI Determinants," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 33(4), pages 383-403, December.
    31. Timothy J. Sturgeon, 2008. "Mapping integrative trade: conceptualising and measuring global value chains," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 1(3), pages 237-257.
    32. Steven Poelhekke & Frederick Van Der Ploeg, 2009. "Foreign Direct Investment And Urban Concentrations: Unbundling Spatial Lags," Journal of Regional Science, Wiley Blackwell, vol. 49(4), pages 749-775, October.
    33. Tamás Krisztin & Manfred M. Fischer, 2015. "The Gravity Model for International Trade: Specification and Estimation Issues," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(4), pages 451-470, December.
    34. Christian Bellak & Markus Leibrecht, 2009. "Do low corporate income tax rates attract FDI? - Evidence from Central- and East European countries," Applied Economics, Taylor & Francis Journals, vol. 41(21), pages 2691-2703.
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    Cited by:

    1. Tamás Krisztin & Philipp Piribauer, 2023. "A joint spatial econometric model for regional FDI and output growth," Papers in Regional Science, Wiley Blackwell, vol. 102(1), pages 87-106, February.

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    More about this item

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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