IDEAS home Printed from https://ideas.repec.org/p/ise/isegwp/wp172010.html
   My bibliography  Save this paper

The Spatial Dimension in FDI Spillovers: Evidence at the Regional Level from Portugal

Author

Listed:
  • Nuno Crespo
  • Isabel Proença
  • Maria Paula Fontoura

Abstract

There are theoretical reasons to expect that benefits to domestic firms from foreign direct investment would be confined to the area where the multinational firm is located and that the benefits depend on the development level of the host region. However, there is a scarcity of empirical studies on FDI’s indirect effects at the regional level, particularly with regard to inter-industry spillovers. This paper is an empirical contribution to this literature with data for Portugal. Both intra-industry and inter-industry FDI spillovers are considered. The concept of region adopted comprises the county in which the domestic firm is located, together with all of the directly neighbouring counties. Equations are estimated using the System GMM, with robust estimation of covariance matrices. Data confirms the relevance of both the geographical proximity and the development level of the region to this phenomenon. Furthermore, FDI spillovers are more evident at the inter-industry level. These results raise important implications for economic policy.

Suggested Citation

  • Nuno Crespo & Isabel Proença & Maria Paula Fontoura, 2010. "The Spatial Dimension in FDI Spillovers: Evidence at the Regional Level from Portugal," Working Papers Department of Economics 2010/17, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
  • Handle: RePEc:ise:isegwp:wp172010
    as

    Download full text from publisher

    File URL: https://depeco.iseg.ulisboa.pt/wp/wp172010.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kugler, Maurice, 2006. "Spillovers from foreign direct investment: Within or between industries?," Journal of Development Economics, Elsevier, vol. 80(2), pages 444-477, August.
    2. J.K. Mullen & Martin Williams, 2007. "Foreign Direct Investment And Regional Productivity Spillovers In Us Manufacturing," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 19(3), pages 185-196, November.
    3. 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.
    4. Fosfuri, Andrea & Motta, Massimo & Ronde, Thomas, 2001. "Foreign direct investment and spillovers through workers' mobility," Journal of International Economics, Elsevier, vol. 53(1), pages 205-222, February.
    5. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    6. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    7. Jérôme Sgard, 2001. "Direct Foreign Investments and Productivity Growth in Hungarian Firms, 1992-1999," Working Papers 2001-19, CEPII research center.
    8. László Halpern & Balázs Muraközy, 2007. "Does distance matter in spillover?1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15(4), pages 781-805, October.
    9. Wang, Jian-Ye & Blomstrom, Magnus, 1992. "Foreign investment and technology transfer : A simple model," European Economic Review, Elsevier, vol. 36(1), pages 137-155, January.
    10. Joze P. Damijan & Mark Knell & Boris Majcen & Matija Rojec, 2003. "Technology Transfer through FDI in Top-10 Transition Countries: How Important are Direct Effects, Horizontal and Vertical Spillovers?," William Davidson Institute Working Papers Series 549, William Davidson Institute at the University of Michigan.
    11. Holger Görg & Eric Strobl, 2016. "Spillovers from Foreign Firms through Worker Mobility: An Empirical Investigation," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 13, pages 243-259, World Scientific Publishing Co. Pte. Ltd..
    12. Lall, Sanjaya, 1980. "Vertical Inter-Firm Linkages in LDCs: An Empirical Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 42(3), pages 203-226, August.
    13. Markusen, James R. & Venables, Anthony J., 1999. "Foreign direct investment as a catalyst for industrial development," European Economic Review, Elsevier, vol. 43(2), pages 335-356, February.
    14. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    15. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    16. Nuno Crespo & Maria Paula Fontoura & Isabel Proença, 2009. "FDI spillovers at regional level: Evidence from Portugal," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 591-607, August.
    17. Kamal Saggi, 2002. "Trade, Foreign Direct Investment, and International Technology Transfer: A Survey," The World Bank Research Observer, World Bank, vol. 17(2), pages 191-235, September.
    18. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    19. Jonathan E. Haskel & Sonia C. Pereira & Matthew J. Slaughter, 2007. "Does Inward Foreign Direct Investment Boost the Productivity of Domestic Firms?," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 482-496, August.
    20. Karpaty, Patrik & Lundberg, Lars, 2004. "Foreign Direct Investment and Productivity Spillovers in Swedish Manufacturing," Working Paper Series 194, Trade Union Institute for Economic Research.
    21. J??r??me Sgard, 2001. "Direct Foreign Investments And Productivity Growth In Hungarian Firms, 1992-1999," William Davidson Institute Working Papers Series 425, William Davidson Institute at the University of Michigan.
    22. Resmini, Laura & Nicolini, Marcella, 2007. "Productivity Spillovers and Multinational Enterprises: in Search of a Spatial Dimension," Papers DYNREG10, Economic and Social Research Institute (ESRI).
    23. Sjoholm, Fredrik, 1999. "Productivity Growth in Indonesia: The Role of Regional Characteristics and Direct Foreign Investment," Economic Development and Cultural Change, University of Chicago Press, vol. 47(3), pages 559-584, April.
    24. repec:bla:econom:v:41:y:1974:i:162:p:176-93 is not listed on IDEAS
    25. Jérôme Sgard, 2001. "Direct Foreign Investments and Productivity Growth in Hungarian Firms, 1992-1999," Working Papers hal-01065013, HAL.
    26. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    27. Greenaway, David & Sousa, Nuno & Wakelin, Katharine, 2004. "Do domestic firms learn to export from multinationals?," European Journal of Political Economy, Elsevier, vol. 20(4), pages 1027-1043, November.
    28. Nigel Driffield, 2006. "On the search for spillovers from foreign direct investment (FDI) with spatial dependency," Regional Studies, Taylor & Francis Journals, vol. 40(1), pages 107-119.
    29. Amy Jocelyn Glass & Kamal Saggi, 2002. "Multinational Firms and Technology Transfer," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 495-513, December.
    30. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    31. Jordaan, Jacob A., 2008. "Intra- and Inter-industry Externalities from Foreign Direct Investment in the Mexican Manufacturing Sector: New Evidence from Mexican Regions," World Development, Elsevier, vol. 36(12), pages 2838-2854, December.
    32. Crespo, Nuno & Fontoura, Maria Paula, 2007. "Determinant Factors of FDI Spillovers - What Do We Really Know?," World Development, Elsevier, vol. 35(3), pages 410-425, March.
    33. Filippo Reganati & Edgardo Sica, 2005. "Do domestic firms benefit from the presence of MNEs? The case of the Italian manufacturing sector," Quaderni DSEMS 23-2005, Dipartimento di Scienze Economiche, Matematiche e Statistiche, Universita' di Foggia.
    34. Nigel Driffield & Max Munday & Annette Roberts, 2004. "Inward investment, transaction linkages and productivity spillovers," Economics of Governance, Springer, vol. 83(4), pages 699-722, October.
    35. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    36. repec:hal:wpspec:info:hdl:2441/6926 is not listed on IDEAS
    37. Haddad, Mona & Harrison, Ann, 1993. "Are there positive spillovers from direct foreign investment? : Evidence from panel data for Morocco," Journal of Development Economics, Elsevier, vol. 42(1), pages 51-74, October.
    38. Barrios, Salvador & Bertinelli, Luisito & Heinen, Andreas, 2007. "Exploring The Link Between Local And Global Knowledge Spillovers," MPRA Paper 6239, University Library of Munich, Germany.
    39. Rodriguez-Clare, Andres, 1996. "Multinationals, Linkages, and Economic Development," American Economic Review, American Economic Association, vol. 86(4), pages 852-873, September.
    40. Torlak, Elvisa, 2004. "Foreign Direct Investment, Technology Transfer, and Productivity Growth in Transition Countries Empirical Evidence from Panel Data," University of Göttingen Working Papers in Economics 26, University of Goettingen, Department of Economics.
    41. Sinani, Evis & Meyer, Klaus E., 2004. "Spillovers of technology transfer from FDI: the case of Estonia," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 445-466, September.
    42. Das, Sanghamitra, 1987. "Externalities, and technology transfer through multinational corporations A theoretical analysis," Journal of International Economics, Elsevier, vol. 22(1-2), pages 171-182, February.
    43. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    44. Salvador Barrios & Eric Strobl, 2002. "Foreign direct investment and productivity spillovers: Evidence from the Spanish experience," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 138(3), pages 459-481, September.
    45. Ari Kokko & Mario Zejan & Ruben Tansini, 2001. "Trade regimes and spillover effects of FDI: Evidence from Uruguay," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 137(1), pages 124-149, March.
    46. repec:hal:spmain:info:hdl:2441/6926 is not listed on IDEAS
    47. Richard Harris & Catherine Robinson, 2004. "Productivity Impacts and Spillovers from Foreign Ownership in the United Kingdom," National Institute Economic Review, National Institute of Economic and Social Research, vol. 187(1), pages 58-75, January.
    48. Nigel Driffield & Max Munday, 2001. "Foreign Manufacturing, Regional Agglomeration and Technical Efficiency in UK Industries: A Stochastic Production Frontier Approach," Regional Studies, Taylor & Francis Journals, vol. 35(5), pages 391-399.
    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. Vujanović, Nina & Radošević, Slavo & Stojčić, Nebojša & Hisarciklilar, Mehtap & Hashi, Iraj, 2022. "FDI spillover effects on innovation activities of knowledge using and knowledge creating firms: Evidence from an emerging economy," Technovation, Elsevier, vol. 118(C).
    2. Irina Melo & Alexandra Ferreira-Lopes, 2013. "Regional and Sectoral Foreign Direct Investment in Portugal since Joining the EU: A Dynamic Portrait," GEE Papers 0049, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2013.
    3. Santos, Eleonora, 2017. "Externalities from FDI on domestic firms’ Productivity: A Literature Review for Developed Countries," MPRA Paper 88958, University Library of Munich, Germany.
    4. Santos, Eleonora, 2017. "Assessing the Impact of Foreign Direct Investment on Domestic Manufacturing Firms’ Productivity: A Database for Portugal," MPRA Paper 88959, University Library of Munich, Germany.
    5. Simon Falck, 2016. "Foreign-to-domestic labour mobility in Sweden," Regional Science Policy & Practice, Wiley Blackwell, vol. 8(3), pages 111-125, August.
    6. Santos, Eleonora & Khan, Shahed, 2018. "Determinant Factors of Pecuniary Externalities," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 6(8), pages 180-198.
    7. Aurora A. C. Teixeira & Ana Sofia Loureiro, 2019. "FDI, income inequality and poverty: a time series analysis of Portugal, 1973–2016," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 18(3), pages 203-249, October.
    8. Vujanović, Nina & Stojčić, Nebojša & Hashi, Iraj, 2021. "FDI spillovers and firm productivity during crisis: Empirical evidence from transition economies," Economic Systems, Elsevier, vol. 45(2).
    9. Santos, Eleonora & Khan, Shahed, 2018. "Technological Trajectories and FDI: Top Bananas and Underdogs," MPRA Paper 89620, University Library of Munich, Germany.
    10. Carmen GONZÁLEZ & Francisco JAREÑO, 2014. "Financial Analysis Of The Main Hotel Chains Of The Spanish Tourism Sector," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 14(2).

    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. Nuno Crespo & Maria Paula Fontoura & Isabel Proença, 2009. "FDI spillovers at regional level: Evidence from Portugal," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 591-607, August.
    2. Crespo, Nuno & Fontoura, Maria Paula, 2007. "Determinant Factors of FDI Spillovers - What Do We Really Know?," World Development, Elsevier, vol. 35(3), pages 410-425, March.
    3. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    4. Santos, Eleonora, 2017. "Externalities from FDI on domestic firms’ Productivity: A Literature Review for Developed Countries," MPRA Paper 88958, University Library of Munich, Germany.
    5. Santos, Eleonora & Khan, Shahed, 2018. "Determinant Factors of Pecuniary Externalities," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 6(8), pages 180-198.
    6. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    7. Deborah Winkler, 2018. "Potential and Actual FDI Spillovers in Global Value Chains The Role of Foreign Investor Characteristics, Absorptive Capacity and Transmission Channels," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 2(10), pages 5-44, December.
    8. Ben Hamida, Lamia & Gugler, Philippe, 2009. "Are there demonstration-related spillovers from FDI?: Evidence from Switzerland," International Business Review, Elsevier, vol. 18(5), pages 494-508, October.
    9. Tomáš Havránek & Zuzana Iršová, 2010. "Meta-Analysis of Intra-Industry FDI Spillovers: Updated Evidence," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 60(2), pages 151-174, May.
    10. Jitao Tang & Rosanne Altshuler, 2015. "The Spillover Effects Of Outward Foreign Direct Investment On Home Countries: Evidence From The United States," Departmental Working Papers 201501, Rutgers University, Department of Economics.
    11. Hamida, Lamia Ben, 2013. "Are there regional spillovers from FDI in the Swiss manufacturing industry?," International Business Review, Elsevier, vol. 22(4), pages 754-769.
    12. Smruti Ranjan Behera, 2015. "Do Domestic Firms Really Benefit From Foreign Direct Investment? The Role Of Horizontal And Vertical Spillovers And Absorptive Capacity," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 57-86, June.
    13. Yi Zhang, 2019. "Institutions, Firm Characteristics, and FDI Spillovers," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(5), pages 1109-1136, April.
    14. Sarker, Bibhuti & Serieux, John, 2022. "Foreign-invested and domestic firm attributes and spillover effects: Evidence from Brazil," Journal of Multinational Financial Management, Elsevier, vol. 63(C).
    15. Anwar, Sajid & Sun, Sizhong, 2014. "Heterogeneity and curvilinearity of FDI-related productivity spillovers in China's manufacturing sector," Economic Modelling, Elsevier, vol. 41(C), pages 23-32.
    16. Yuyuan Wen, 2014. "The spillover effect of FDI and its impact on productivity in high economic output regions: A comparative analysis of the Yangtze River Delta and the Pearl River Delta, China," Papers in Regional Science, Wiley Blackwell, vol. 93(2), pages 341-365, June.
    17. Müller, Patrick, 2021. "Impacts of inward FDIs and ICT penetration on the industrialisation of Sub-Saharan African countries," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 265-279.
    18. Matija Rojec & Mark Knell, 2018. "Why Is There A Lack Of Evidence On Knowledge Spillovers From Foreign Direct Investment?," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 579-612, July.
    19. Syeda Tamkeen Fatima, 2016. "Productivity spillovers from foreign direct investment: evidence from Turkish micro-level data," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 25(3), pages 291-324, June.
    20. Yoshimichi Murakami & Keijiro Otsuka, 2017. "A Review of the Literature on Productivity Impacts of Global Value Chains and Foreign Direct Investment: Towards an Integrated Approach," Discussion Paper Series DP2017-19, Research Institute for Economics & Business Administration, Kobe University, revised Aug 2019.

    More about this item

    Keywords

    Portugal; FDI intra-industry spillovers; FDI inter-industry spillovers; counties; regional development level; geographical proximity.;
    All these keywords.

    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business

    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:ise:isegwp:wp172010. 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: Vitor Escaria (email available below). General contact details of provider: https://aquila.iseg.ulisboa.pt/aquila/departamentos/EC .

    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.