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Types of FDI and determinants of affiliate size : the classification makes the difference

Author

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  • Hecht, Veronika

    (Institute for Employment Research (IAB), Nuremberg, Germany)

  • Moritz, Michael

    (Institute for Employment Research (IAB), Nuremberg, Germany)

  • Noska, Patricia

    (Ludwig-Maximilians-Universität München)

  • Schäffler, Johannes

    (IAB)

Abstract

"This paper deals with the measurement of motives for foreign direct investment (FDI). Due to a lack of information, several indirect measures exist in order to classify multinational firms into the two main types of FDI. While vertical foreign direct investment (VFDI) refers to the international fragmentation of the production process for cost-saving reasons, horizontal foreign direct investment (HFDI) is performed in order to gain access to new markets. One common approach to identify the dominant reason for firms to go abroad is to compare the industry affiliation of the investing company in the home country and the subsidiary in the target country. The question arises as to how reliable this measure is for identifying FDI motives. The IAB-ReLOC survey allows a profound investigation on the issue of classifying the motives of the firms for going abroad into vertical and horizontal FDI. Apart from industry affiliation data applied in conventional approaches to categorize FDI types, the survey data also includes a self-assessment of the firms with respect to the main motive for investing in the neighboring country, and information on intra-firm trade concerning the flow of intermediate inputs between the German headquarters and the Czech affiliates. Against the background of featuring a well-grounded database, we shed a light on the relevance of productivity in the German-Czech FDI relations. We pursue a reference group approach by comparing German multinational firms that have an affiliate in the Czech Republic to German companies without direct investment abroad. The data provided by the German multinationals enables us to investigate the size of FDI under the aspect of the number of employees in their Czech affiliates. By applying a two-step Heckman procedure, we control for sample selection bias: in the first stage we analyze the extensive margin of FDI, i.e. the probability to select into the group of multinational investors. The second stage examines the relationship between productivity and the intensive margin of FDI. We find evidence that productivity is not only a crucial factor for the decision to invest in the neighboring country, but plays also a relevant role for the number of employees in the Czech subsidiary. Differences are revealed between direct and indirect measures of FDI types. The size of horizontal investments is significantly affected by productivity only in the case of classifications that are based on survey responses. This result confirms theoretical expectations and previous empirical literature by standing in marked contrast to the outcome for indirect measurement concepts. Our finding leads us to the conclusion that one should be more cautious in interpreting differences between vertical and horizontal FDI when using approximative classification concepts." (Author's abstract, IAB-Doku) ((en))

Suggested Citation

  • Hecht, Veronika & Moritz, Michael & Noska, Patricia & Schäffler, Johannes, 2016. "Types of FDI and determinants of affiliate size : the classification makes the difference," IAB-Discussion Paper 201625, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  • Handle: RePEc:iab:iabdpa:201625
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    1. Holger Görg & Henning Mühlen & Peter Nunnenkamp, 2010. "Firm Heterogeneity, Industry Characteristics and Types of FDI: The Case of German FDI in the Czech Republic," Aussenwirtschaft, University of St. Gallen, School of Economics and Political Science, Swiss Institute for International Economics and Applied Economics Research, vol. 65(3), pages 273-295, September.
    2. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, December.
    3. Grossman, Gene M. & Helpman, Elhanan & Szeidl, Adam, 2006. "Optimal integration strategies for the multinational firm," Journal of International Economics, Elsevier, vol. 70(1), pages 216-238, September.
    4. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 4.
    5. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 5.
    6. James R. MARKUSEN, 2021. "Multinationals, Multi-Plant Economies, And The Gains From Trade," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 1, pages 3-24, World Scientific Publishing Co. Pte. Ltd..
    7. Zouheir El-Sahli & Joakim Gullstrand & Karin Olofsdotter, 2018. "Exploring outward FDI and the choice of destination: evidence from Swedish firm-level data," Applied Economics Letters, Taylor & Francis Journals, vol. 25(17), pages 1222-1225, October.
    8. Claudia M. Buch & Jörn Kleinert & Alexander Lipponer & Farid Toubal & Richard Baldwin, 2005. "Determinants and effects of foreign direct investment: evidence from German firm-level data [‘Estimating the knowledge-capital model of the multinational enterprise: comment on Carr, David L.’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 20(41), pages 52-110.
    9. Schäffler, Johannes & Hecht, Veronika & Moritz, Michael, 2014. "Regional determinants of German FDI in the Czech Republic : evidence from a gravity model approach," IAB-Discussion Paper 201403, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    10. Marin, Dalia, 2004. "‘A Nation of Poets and Thinkers’ - Less So with Eastern Enlargement? Austria and Germany," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 77, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    11. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    12. Hecht, Veronika & Litzel, Nicole & Schäffler, Johannes, 2013. "The ReLOC project : method report for implementing a cross-border company survey in Germany and the Czech Republic," IAB-Forschungsbericht 201304, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    13. Johannes Schäffler & Veronika Hecht & Michael Moritz, 2017. "Regional determinants of German FDI in the Czech Republic: new evidence on the role of border regions," Regional Studies, Taylor & Francis Journals, vol. 51(9), pages 1399-1411, September.
    14. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    15. Henning Mühlen & Peter Nunnenkamp, 2011. "FDI by early movers, followers and latecomers: timing of entry by German firms during transition in the Czech Republic," Applied Economics Letters, Taylor & Francis Journals, vol. 18(18), pages 1729-1734, December.
    16. Fukunari Kimura & Kozo Kiyota, 2006. "Exports, FDI, and Productivity: Dynamic Evidence from Japanese Firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(4), pages 695-719, December.
    17. Yama Temouri & Nigel L. Driffield, 2009. "Does German foreign direct investment lead to job losses at home?," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 55(3), pages 243-263.
    18. Giulio Cainelli & Eleonora Di Maria & Roberto Ganau, 2014. "An Explanation of Firms' Internationalisation Modes, Blending Firm Heterogeneity and Spatial Agglomeration: Microevidence from Italy," Environment and Planning A, , vol. 46(4), pages 943-962, April.
    19. David Powell & Joachim Wagner, 2021. "The Exporter Productivity Premium Along the Productivity Distribution: Evidence from Quantile Regression with Nonadditive Firm Fixed Effects," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 9, pages 121-149, World Scientific Publishing Co. Pte. Ltd..
    20. Aw, Bee Yan & Lee, Yi, 2008. "Firm heterogeneity and location choice of Taiwanese multinationals," Journal of International Economics, Elsevier, vol. 75(1), pages 167-179, May.
    21. 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, September.
    22. Hur , Jung & Lee , Jiwon & Hyun , Hea-Jung, 2013. "Correlation between Sales of Foreign Affiliates and Productivity of Multinational Firms: Evidence from Korean Firm-Level Data," East Asian Economic Review, Korea Institute for International Economic Policy, vol. 17(3), pages 261-279, September.
    23. Madsen, Tage Koed & Servais, Per, 1997. "The internationalization of Born Globals: An evolutionary process?," International Business Review, Elsevier, vol. 6(6), pages 561-583, December.
    24. Daniel Münich & Martin Srholec & Michael Moritz & Johannes Schäffler, 2014. "Mothers and Daughters: Heterogeneity of German Direct Investments in the Czech Republic," Prague Economic Papers, Prague University of Economics and Business, vol. 2014(1), pages 42-62.
    25. Pflüger Michael & Blien Uwe & Moritz Michael & Möller Joachim, 2013. "Labor Market Effects of Trade and FDI – Recent Advances and Research Gaps," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 233(1), pages 86-116, February.
    26. Michael Moritz & Bastian Stockinger & Merlind Trepesch, 2017. "Multinational Resilience or Dispensable Jobs? German FDI and Employment in the Czech Republic Around the Great Recession," Prague Economic Papers, Prague University of Economics and Business, vol. 2017(3), pages 345-359.
    27. Vernon, Raymond, 1979. "The Product Cycle Hypothesis in a New International Environment," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 41(4), pages 255-267, November.
    28. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    29. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    30. Helpman, Elhanan, 1984. "A Simple Theory of International Trade with Multinational Corporations," Journal of Political Economy, University of Chicago Press, vol. 92(3), pages 451-471, June.
    31. Veronika Hecht, 2017. "Location choice of German multinationals in the Czech Republic," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 25(4), pages 593-623, October.
    32. Yeaple, Stephen Ross, 2009. "Firm heterogeneity and the structure of U.S. multinational activity," Journal of International Economics, Elsevier, vol. 78(2), pages 206-215, July.
    33. Marin, Dalia, 2004. "'A Nation of Poets and Thinkers' - Less So with Eastern Enlargement? Austria and Germany," Discussion Papers in Economics 329, University of Munich, Department of Economics.
    34. Laura Alfaro & Andrew Charlton, 2009. "Intra-industry Foreign Direct Investment," American Economic Review, American Economic Association, vol. 99(5), pages 2096-2119, December.
    35. Engel, Dirk & Procher, Vivien & Schmidt, Christoph M., 2013. "Does firm heterogeneity affect foreign market entry and exit symmetrically? Empirical evidence for French firms," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 35-47.
    36. Horst Raff & Michael J. Ryan, 2008. "Firm-Specific Characteristics and the Timing of Foreign Direct Investment Projects," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(1), pages 1-31, April.
    37. Aw, Bee Yan & Lee, Yi, 2008. "Firm heterogeneity and location choice of Taiwanese multinationals," Journal of International Economics, Elsevier, vol. 76(2), pages 403-415, December.
    38. Paul Krugman, 1995. "Growing World Trade: Causes and Consequences," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 327-377.
    39. Head, Keith & Ries, John, 2003. "Heterogeneity and the FDI versus export decision of Japanese manufacturers," Journal of the Japanese and International Economies, Elsevier, vol. 17(4), pages 448-467, December.
    40. Ryuhei Wakasugi & Ayumu Tanaka, 2012. "Productivity Heterogeneity and Internationalization: Evidence from Japanese Firms," Millennial Asia, , vol. 3(1), pages 45-70, January.
    41. Hea-Jung Hyun & Jung Hur, 2013. "Who goes where and how? Firm and country characteristics in the choice of FDI type and location," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(2), pages 144-158, November.
    42. Michael Moritz & Bastian Stockinger & Merlind Trepesch, . "Multinational Resilience or Dispensable Jobs? German FDI and Employment in the Czech Republic Around the Great Recession," Prague Economic Papers, University of Economics, Prague, vol. 0, pages 1-15.
    43. Hecht, Veronika & Hohmeyer, Katrin & Litzel, Nicole & Moritz, Michael & Müller, Jo-Ann & Phan thi Hong, Van & Schäffler, Johannes, 2013. "Motive, Strukturen und Auswirkungen deutscher Direktinvestitionen in Tschechien : erste Untersuchungsergebnisse aus dem IAB-Projekt ReLOC - Research on Locational and Organisational Change," IAB-Forschungsbericht 201301, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    44. Tomiura, Eiichi, 2007. "Foreign outsourcing, exporting, and FDI: A productivity comparison at the firm level," Journal of International Economics, Elsevier, vol. 72(1), pages 113-127, May.
    45. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    46. Kazunobu Hayakawa & Toshiyuki Matsuura, 2015. "Trade liberalization in Asia and FDI strategies in heterogeneous firms: evidence from Japanese firm-level data," Oxford Economic Papers, Oxford University Press, vol. 67(2), pages 494-513.
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    Cited by:

    1. Ahn, JaeBin & Park, Jee-Hyeong, 2022. "Identifying FDI types: Watch what they do, not what they say or look like," Economics Letters, Elsevier, vol. 213(C).
    2. Konstantin Koerner & Michael Moritz & Johannes Schäffler, 2022. "Foreign direct investment and onshore employment dynamics: Evidence from German firms with affiliates in the Czech Republic," The World Economy, Wiley Blackwell, vol. 45(6), pages 1773-1829, June.
    3. Konstantin Koerner & Mathilde Le Moigne, 2023. "FDI and onshore task composition: evidence from German firms with affiliates in the Czech Republic," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-42, December.
    4. Niklas Becker & Andrzej Cieślik, 2020. "Determinants of German Direct Investment in CEE Countries," JRFM, MDPI, vol. 13(11), pages 1-17, November.
    5. Grass, Karen & Weber, Enzo, 2016. "EU 4.0 - Die Debatte zu Digitalisierung und Arbeitsmarkt in Europa," IAB-Discussion Paper 201639, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    6. O. K. Adeleke, 2023. "FDI inflows and stock market development in Nigeria," Journal of Economic Policy and Management Issues, JEPMI, vol. 2(2), pages 19-30.
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    More about this item

    Keywords

    Bundesrepublik Deutschland ; Tschechische Republik ; Auslandsinvestitionen ; Auslandsinvestitionen ; IAB-Befragung Research on Locational and Organizational Change ; Absatzmarkt ; Absatzpolitik ; internationale Arbeitsteilung ; Investitionsanreiz ; Investitionspolitik ; Investitionsquote ; Investitionsverhalten ; Kostensenkung ; Motivation ; multinationale Unternehmen ; Typologie ; Unternehmensgröße ; Zweigbetrieb ; 2010-2011;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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