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Internationalization choices: an ordered probit analysis at industry level

Author

Listed:
  • Filomena Pietrovito

    (Università degli Studi del Molise)

  • Alberto Franco Pozzolo

    (Università degli Studi del Molise)

  • Luca Salvatici

    (Università degli Studi Roma Tre)

Abstract

This paper extends a highly influential contribution by Helpman et al. (Am Econ Rev 94: 300–316, 2004), on the link between within-industry heterogeneity, exports and foreign direct investment (FDI), by examining the robustness of their results using a more comprehensive dataset and relaxing the assumptions regarding the distribution of firm sales. The results of an ordered probit model—estimated on exports and mergers and acquisitions data for a sample of 25 origin countries, 91 destination countries and 57 manufacturing industries, over the period 1994–2004—confirm that sectors characterized by larger firms and more dispersed firm sales show higher probability of internationalization, through both exports and FDI.

Suggested Citation

  • Filomena Pietrovito & Alberto Franco Pozzolo & Luca Salvatici, 2016. "Internationalization choices: an ordered probit analysis at industry level," Empirical Economics, Springer, vol. 50(2), pages 561-594, March.
    • Handle: RePEc:spr:empeco:v:50:y:2016:i:2:d:10.1007_s00181-015-0945-8
    DOI: 10.1007/s00181-015-0945-8
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    1. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    2. repec:hal:spmain:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
    3. Pedro Martins & Yong Yang, 2009. "The impact of exporting on firm productivity: a meta-analysis of the learning-by-exporting hypothesis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(3), pages 431-445, October.
    4. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    5. 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.
    6. Keith Head & Thierry Mayer & Mathias Thoenig, 2014. "Welfare and Trade without Pareto," American Economic Review, American Economic Association, vol. 104(5), pages 310-316, May.
    7. James R. Markusen & Keith E. Maskus, 2002. "Discriminating Among Alternative Theories of the Multinational Enterprise," Review of International Economics, Wiley Blackwell, vol. 10(4), pages 694-707, November.
    8. Luigi Benfratello & Tiziano Razzolini, 2008. "Firms’ Productivity and Internationalisation Choices: Evidence for a Large Sample of Italian Firms," Development Working Papers 236, Centro Studi Luca d'Agliano, University of Milano.
    9. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    10. Anne-Célia Disdier & Keith Head, 2008. "The Puzzling Persistence of the Distance Effect on Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 37-48, February.
    11. Bogheas, Sprios & Görg, Holger, 2008. "Organizational forms for global engagement of firms," Kiel Working Papers 1448, Kiel Institute for the World Economy (IfW Kiel).
    12. Rudrani Bhattacharya & Ila Patnaik & Ajay Shah, 2012. "Export Versus FDI in Services," The World Economy, Wiley Blackwell, vol. 35(1), pages 61-78, January.
    13. 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.
    14. Brainard, S Lael, 1997. "An Empirical Assessment of the Proximity-Concentration Trade-off between Multinational Sales and Trade," American Economic Review, American Economic Association, vol. 87(4), pages 520-544, September.
    15. Taylor, Mark P & Sarno, Lucio, 1997. "Capital Flows to Developing Countries: Long- and Short-Term Determinants," The World Bank Economic Review, World Bank, vol. 11(3), pages 451-470, September.
    16. Temouri, Yama & Vogel, Alexander & Wagner, Joachim, 2013. "Self-selection into export markets by business services firms – Evidence from France, Germany and the United Kingdom," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 146-158.
    17. David L. Carr & James R. Markusen & Keith E. Maskus, 2021. "Estimating The Knowledge-Capital Model of the Multinational Enterprise," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 5, pages 95-110, World Scientific Publishing Co. Pte. Ltd..
    18. Ben S. Bernanke & Kenneth Rogoff, 2002. "NBER Macroeconomics Annual 2001, Volume 16," NBER Books, National Bureau of Economic Research, Inc, number bern02-1, July.
    19. Ben S. Bernanke & Refet S. Gürkaynak, 2002. "Is Growth Exogenous? Taking Mankiw, Romer, and Weil Seriously," NBER Chapters, in: NBER Macroeconomics Annual 2001, Volume 16, pages 11-72, National Bureau of Economic Research, Inc.
    20. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    21. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    22. Dilek Demirbas & Ila Patnaik & Ajay Shah, 2013. "Graduating to globalisation: a study of Southern multinationals," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 6(2), pages 242-259, November.
    23. repec:lmu:muenar:20646 is not listed on IDEAS
    24. Bruce A. Blonigen, 2019. "Tariff-Jumping Antidumping Duties," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 5, pages 179-203, World Scientific Publishing Co. Pte. Ltd..
    25. Chengang Wang & Yingqi Wei & Xiaming Liu, 2010. "Determinants of Bilateral Trade Flows in OECD Countries: Evidence from Gravity Panel Data Models," The World Economy, Wiley Blackwell, vol. 33(7), pages 894-915, July.
    26. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    27. Gabriel J Felbermayr & Wilhelm Kohler, 2014. "Exploring the Intensive and Extensive Margins of World Trade," World Scientific Book Chapters, in: European Economic Integration, WTO Membership, Immigration and Offshoring, chapter 4, pages 115-148, World Scientific Publishing Co. Pte. Ltd..
    28. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, May.
    29. Harald Oberhofer & Michael Pfaffermayr, 2012. "FDI versus Exports: Multiple Host Countries and Empirical Evidence," The World Economy, Wiley Blackwell, vol. 35(3), pages 316-330, March.
    30. Alexander Vogel & Joachim Wagner, 2021. "Robust Estimates of Exporter Productivity Premia in German Business Services Enterprises," 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 14, pages 239-263, World Scientific Publishing Co. Pte. Ltd..
    31. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    32. Arjen H L Slangen & Sjoerd Beugelsdijk, 2010. "The impact of institutional hazards on foreign multinational activity: A contingency perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(6), pages 980-995, August.
    33. Nils Herger & Christos Kotsogiannis & Steve McCorriston, 2008. "Cross-border acquisitions in the global food sector," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 35(4), pages 563-587, December.
    34. Anders Isaksson, 2009. "The UNIDO World Productivity Database: An Overview," International Productivity Monitor, Centre for the Study of Living Standards, vol. 18, pages 38-50, Spring.
    35. Conconi, Paola & Sapir, André & Zanardi, Maurizio, 2016. "The internationalization process of firms: From exports to FDI," Journal of International Economics, Elsevier, vol. 99(C), pages 16-30.
    36. Steven Brakman & Harry Garretsen & Charles van Marrewijk & Charles van Marrewijk, 2005. "Cross-Border Mergers and Acquisitions: On Revealed Comparative Advantage and Merger Waves," CESifo Working Paper Series 1602, CESifo.
    37. Sosa Andrés, Maximiliano & Nunnenkamp, Peter & Busse, Matthias, 2013. "What drives FDI from non-traditional sources? A comparative analysis of the determinants of bilateral FDI flows," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-53.
    38. Yasuyuki Todo, 2011. "Quantitative Evaluation of the Determinants of Export and FDI: Firm‐level Evidence from Japan," The World Economy, Wiley Blackwell, vol. 34(3), pages 355-381, March.
    39. 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.
    40. 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.
    41. Roberto Basile & Anna Giunta & Jeffrey Nugent, 2003. "Foreign Expansion by Italian Manufacturing Firms in the Nineties: an Ordered Probit Analysis," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 23(1), pages 1-24, August.
    42. repec:hal:spmain:info:hdl:2441/5fjm1f1p0v93k9png4qo8ltnrf is not listed on IDEAS
    43. 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.
    44. Davide Castellani & Antonello Zanfei, 2007. "Internationalisation, Innovation and Productivity: How Do Firms Differ in Italy?," The World Economy, Wiley Blackwell, vol. 30(1), pages 156-176, January.
    45. Nunnenkamp, Peter, 2002. "Determinants of FDI in developing countries: has globalization changed the rules of the game?," Kiel Working Papers 1122, Kiel Institute for the World Economy (IfW Kiel).
    46. 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.
    47. Stephen Ross Yeaple, 2003. "The Role of Skill Endowments in the Structure of U.S. Outward Foreign Direct Investment," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 726-734, August.
    48. Daniel K. N. Johnson, 2002. "The OECD Technology Concordance (OTC): Patents by Industry of Manufacture and Sector of Use," OECD Science, Technology and Industry Working Papers 2002/5, OECD Publishing.
    49. repec:hal:wpspec:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
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    2. Giorgio Barba Navaretti & Giacomo Calzolari & Alberto Franco Pozzolo & Maria Teresa Trentinaglia Daverio, 2019. "Few Large with Many Small: Banks Size Distribution and Cross-Border Financial Linkages," Journal of Financial Services Research, Springer;Western Finance Association, vol. 56(3), pages 229-258, December.
    3. Crescenzi, Riccardo & De Filippis, Fabrizio & Giua, Mara & Salvatici, Luca & Vaquero Pineiro, Cristina, 2023. "From local to global, and return: geographical Indications and FDI in Europe," LSE Research Online Documents on Economics 120408, London School of Economics and Political Science, LSE Library.
    4. Sen Guo & Huiru Zhao & Chunjie Li & Haoran Zhao & Bingkang Li, 2016. "Significant Factors Influencing Rural Residents’ Well-Being with Regard to Electricity Consumption: An Empirical Analysis in China," Sustainability, MDPI, vol. 8(11), pages 1-13, November.
    5. Li, Zheng & Hensher, David A., 2020. "Performance contributors of bus rapid transit systems: An ordered choice approach," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 154-161.
    6. Ruiz, Edward, 2014. "Elección de los modos de exportación: Evidencia de empresas peruanas," Revista Estudios Económicos, Banco Central de Reserva del Perú, issue 28, pages 61-76.

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    More about this item

    Keywords

    Internationalization choices; Exports; Mergers and acquisitions; Ordered probit;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • F10 - International Economics - - Trade - - - General
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F20 - International Economics - - International Factor Movements and International Business - - - General
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business

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