IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2010.14856.html
   My bibliography  Save this paper

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

Author

Listed:
  • Tam'as Krisztin
  • Philipp Piribauer

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

  • Tam'as Krisztin & Philipp Piribauer, 2020. "Modeling European regional FDI flows using a Bayesian spatial Poisson interaction model," Papers 2010.14856, arXiv.org.
  • Handle: RePEc:arx:papers:2010.14856
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2010.14856
    File Function: Latest version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. John Geweke, 1991. "Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments," Staff Report 148, Federal Reserve Bank of Minneapolis.
    5. 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..
    6. 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..
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    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. 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.
    17. 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.
    18. 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.
    19. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    20. 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, July-Dece.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. Fabrice Defever, 2006. "Functional fragmentation and the location of multinational firms in the enlarged Europe," Post-Print halshs-00118808, HAL.
    30. 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.
    31. 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.
    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. 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.
    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. 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.

    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. Tamás Krisztin & Philipp Piribauer, 2021. "A Bayesian spatial autoregressive logit model with an empirical application to European regional FDI flows," Empirical Economics, Springer, vol. 61(1), pages 231-257, July.
    2. 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.
    3. Eckhardt Bode & Franz-Josef Bade Bade & Eleonora Cutrini Cutrini, 2011. "Domestic and International Offshoring of Tasks," ERSA conference papers ersa11p1840, European Regional Science Association.
    4. Hong Hiep Hoang & Michaël Goujon, 2018. "Determinants of Intra-Region and Extra-Region Foreign Direct Investment Inflow in ASEAN: A Spatial Econometric Analysis," Post-Print hal-01918889, HAL.
    5. Adolfo Maza & Paula Gutiérrez‐Portilla & José Villaverde, 2020. "On the drivers of UK direct investment in the Spanish regions: A spatial Durbin approach," Growth and Change, Wiley Blackwell, vol. 51(2), pages 646-675, June.
    6. Bade, Franz-Josef & Bode, Eckhardt & Cutrini, Eleonora, 2011. "Does domestic offshoring precede international offshoring? Industry-level evidence," Kiel Working Papers 1699, Kiel Institute for the World Economy (IfW Kiel).
    7. Fabrice Defever, 2012. "The spatial organization of multinational firms," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(2), pages 672-697, May.
    8. Jonathan Jones, 2017. "Agglomeration economies and the location of foreign direct investment: A meta-analysis," Journal of Regional Science, Wiley Blackwell, vol. 57(5), pages 731-757, November.
    9. Nielsen, Bo Bernhard & Asmussen, Christian Geisler & Weatherall, Cecilie Dohlmann, 2017. "The location choice of foreign direct investments: Empirical evidence and methodological challenges," Journal of World Business, Elsevier, vol. 52(1), pages 62-82.
    10. Marie-Line Duboz & Nathalie Kroichvili & Julie Le Gallo, 2016. "Do Foreign Investors’ Location Determinants in Service Functions Differ According to Sectors? An Empirical Analysis of EU for 1997 to 2011," International Regional Science Review, , vol. 39(4), pages 417-456, October.
    11. 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.
    12. Bono, Pierre-Henri & David, Quentin & Desbordes, Rodolphe & Py, Loriane, 2022. "Metro infrastructure and metropolitan attractiveness," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    13. 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.
    14. Laura Resmini & Laura Casi, 2013. "Spatial complexity and interactions in regions' FDI attractiveness," ERSA conference papers ersa13p1063, European Regional Science Association.
    15. Toshihiro Okubo & Eiichi Tomiura, 2016. "Multi-plant operation and corporate headquarters separation: Evidence from Japanese plant-level," Keio-IES Discussion Paper Series 2016-016, Institute for Economics Studies, Keio University.
    16. Alamá-Sabater, Luisa & Heid, Benedikt & Jiménez-Fernández, Eduardo & Márquez-Ramos, Laura, 2016. "What drives interdependence of FDI among host countries? The role of geographic proximity and similarity in public debt," Economic Modelling, Elsevier, vol. 58(C), pages 466-474.
    17. Hong Hiep Hoang & Cong Minh Huynh & Nguyen Minh Huy Duong & Ngoc Hoe Chau, 2022. "Determinants of foreign direct investment in Southern Central Coast of Vietnam: a spatial econometric analysis," Economic Change and Restructuring, Springer, vol. 55(1), pages 285-310, February.
    18. Laura Casi & Laura Resmini, 2014. "Spatial complexity and interactions in the FDI attractiveness of regions," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 51-78, November.
    19. Eckhardt Bode & Peter Nunnenkamp & Andreas Waldkirch, 2012. "Spatial effects of foreign direct investment in US states," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(1), pages 16-40, February.
    20. Xinye Zheng & Feng Song & Yihua Yu & Shunfeng Song, 2015. "In Search of Fiscal Interactions: A Spatial Analysis of Chinese Provincial Infrastructure Spending," Review of Development Economics, Wiley Blackwell, vol. 19(4), pages 860-876, November.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arx:papers:2010.14856. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.