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Going abroad on regional shoulders: The role of spillovers on the composition of regional exports

Author

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  • Mariasole Bann√ö
  • Diego Giuliani
  • Enrico Zaninotto

Abstract

In this paper we examine the existence of destination, industry, and generic export spillovers at the regional level. The empirical analysis is conducted by examining data on export activity of 103 Italian NUTS 3 regions, the 10 industries with the highest export values in the period 2004–2008, and the 15 main countries of destination of Italy’s exports. In particular we analyse the decision of export and subsequent flow of trade and we aim to identify the source and quantify the effect of spillovers generated at the regional level by means of a selection-bias corrected panel data model. In order to control for the different territorial effects, three models are estimated. The first one uses all the observations in the period, the second one is estimated using only the regions located in the north-centre of Italy, and the last one is estimated considering the data from the south of Italy. With the inclusion of controls, results show a distinct effect of export industry, destination, and generic spillovers both on the intensive and extensive margins of trade. Spillovers at the start of export activity are stronger when specific by product while are stronger generically when analysing the export flow.

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  • Mariasole Bann√ö & Diego Giuliani & Enrico Zaninotto, 2014. "Going abroad on regional shoulders: The role of spillovers on the composition of regional exports," DEM Discussion Papers 2014/06, Department of Economics and Management.
    • Handle: RePEc:trn:utwpem:2014/06
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    1. McCann, Philip, 2001. "Urban and Regional Economics," OUP Catalogue, Oxford University Press, number 9780198776451, Decembrie.
    2. Aitken, Brian & Hanson, Gordon H. & Harrison, Ann E., 1997. "Spillovers, foreign investment, and export behavior," Journal of International Economics, Elsevier, vol. 43(1-2), pages 103-132, August.
    3. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    4. Salvador Barrios & Holger Görg & Eric Strobl, 2003. "Explaining Firms’ Export Behaviour: R&D, Spillovers and the Destination Market," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(4), pages 475-496, September.
    5. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    6. Krautheim, Sebastian, 2012. "Heterogeneous firms, exporter networks and the effect of distance on international trade," Journal of International Economics, Elsevier, vol. 87(1), pages 27-35.
    7. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    8. Philip McCann & Zoltán J. Ács, 2015. "Globalization: Countries, Cities and Multinationals," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 19, pages 371-386, Edward Elgar Publishing.
    9. Juan Manez & Maria Rochina & Juan Sanchis, 2004. "The decision to export: a panel data analysis for Spanish manufacturing," Applied Economics Letters, Taylor & Francis Journals, vol. 11(11), pages 669-673.
    10. Michael E. Porter, 1996. "Competitive Advantage, Agglomeration Economies, and Regional Policy," International Regional Science Review, , vol. 19(1-2), pages 85-90, April.
    11. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    12. Bee, Marco & Riccaboni, Massimo & Schiavo, Stefano, 2017. "Where Gibrat meets Zipf: Scale and scope of French firms," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 481(C), pages 265-275.
    13. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    14. Albornoz, Facundo & Calvo Pardo, Héctor F. & Corcos, Gregory & Ornelas, Emanuel, 2012. "Sequential exporting," Journal of International Economics, Elsevier, vol. 88(1), pages 17-31.
    15. Falvey, Rod & Foster, Neil & Greenaway, David, 2004. "Imports, exports, knowledge spillovers and growth," Economics Letters, Elsevier, vol. 85(2), pages 209-213, November.
    16. 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.
    17. Anna Bottasso & Chiara Piccardo, 2013. "Export activity and firm heterogeneity: a survey of the empirical evidence for Italy," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 2013(4), pages 27-61.
    18. Keld Laursen & Francesca Masciarelli & Andrea Prencipe, 2012. "Regions Matter: How Localized Social Capital Affects Innovation and External Knowledge Acquisition," Organization Science, INFORMS, vol. 23(1), pages 177-193, February.
    19. Koenig, Pamina & Mayneris, Florian & Poncet, Sandra, 2010. "Local export spillovers in France," European Economic Review, Elsevier, vol. 54(4), pages 622-641, May.
    20. John Cantwell & Lucia Piscitello, 2005. "Recent Location of Foreign-owned Research and Development Activities by Large Multinational Corporations in the European Regions: The Role of Spillovers and Externalities," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 1-16.
    21. Francisco Silvente & Juana Giménez, 2007. "Information Spillovers and the Choice of Export Destination: A Multinomial Logit Analysis of Spanish Young SMEs," Small Business Economics, Springer, vol. 28(1), pages 69-86, January.
    22. Masaaki Kotabe & Srini S Srinivasan & Preet S Aulakh, 2002. "Multinationality and Firm Performance: The Moderating Role of R&D and Marketing Capabilities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(1), pages 79-97, March.
    23. Koenig, Pamina, 2009. "Agglomeration and the export decisions of French firms," Journal of Urban Economics, Elsevier, vol. 66(3), pages 186-195, November.
    24. Greenaway, David & Kneller, Richard, 2008. "Exporting, productivity and agglomeration," European Economic Review, Elsevier, vol. 52(5), pages 919-939, July.
    25. Leonardo Becchetti & Andrea De Panizza & Filippo Oropallo, 2007. "Role of Industrial District Externalities in Export and Value-added Performance: Evidence from the Population of Italian Firms," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 601-621.
    26. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    27. 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.
    28. Asier Minondo, 2010. "Exports' Productivity and Growth across Spanish Regions," Regional Studies, Taylor & Francis Journals, vol. 44(5), pages 569-577.
    29. Eduardo Morales & Gloria Sheu & Andrés Zahler, 2014. "Gravity and Extended Gravity: Using Moment Inequalities to Estimate a Model of Export Entry," NBER Working Papers 19916, National Bureau of Economic Research, Inc.
    30. Flavio Bazzana & Anna Zadorozhnaya & Roberto Gabriele, 2014. "The role of covenants in bond issue and investment policy. The case of Russian companies," DEM Discussion Papers 2014/05, Department of Economics and Management.
    31. Patel, Pari & Vega, Modesto, 1999. "Patterns of internationalisation of corporate technology: location vs. home country advantages1," Research Policy, Elsevier, vol. 28(2-3), pages 145-155, March.
    32. Ho, Chun-Yu & Wang, Wei & Yu, Jihai, 2013. "Growth spillover through trade: A spatial dynamic panel data approach," Economics Letters, Elsevier, vol. 120(3), pages 450-453.
    33. Roberto Antonietti & Giulio Cainelli, 2011. "The role of spatial agglomeration in a structural model of innovation, productivity and export: a firm-level analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 577-600, June.
    34. Facundo Albornoz & Hector Calvo-Pardo & Gregory Corcos & Emanuel Ornelas, 2012. "Sequential exporting: how firms break into foreign markets," CentrePiece - The magazine for economic performance 364, Centre for Economic Performance, LSE.
    35. Sergio Mariotti & Marco Mutinelli & Lucia Piscitello, 2008. "The Internationalization of Production by Italian Industrial Districts' Firms: Structural and Behavioural Determinants," Regional Studies, Taylor & Francis Journals, vol. 42(5), pages 719-735.
    36. Edoardo Gaffeo & Ronny Mazzocchi, 2014. "Competition in the banking sector and economic growth: panel-based international evidence," DEM Discussion Papers 2014/02, Department of Economics and Management.
    37. Mariasole Bannò & Lucia Piscitello & Celeste Varum, 2015. "Determinants of the Internationalization of Regions: The Role and Effectiveness of Public Policy Measures," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1208-1222, July.
    38. Paul Krugman, 1992. "A Dynamic Spatial Model," NBER Working Papers 4219, National Bureau of Economic Research, Inc.
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    1. Mariasole Bann? & Enrico Zaninotto, 2016. "Commited to learn: come le pmi imparano ad esportare. una analisi di casi aziendali," MERCATI & COMPETITIVIT?, FrancoAngeli Editore, vol. 2016(2), pages 113-141.
    2. Mariasole Banno' & Elisa Pozza & Sandro Trento, 2015. "La famiglia fa male all'internazionalizzazione dell'impresa?," DEM Discussion Papers 2015/03, Department of Economics and Management.

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    More about this item

    Keywords

    International trade; Export spillovers; NUTS 3 region; Selection-bias corrected panel data model;
    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
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

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