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Embodied and Disembodied Spillovers from FDI: Sectoral Evidence from Ireland

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  • Ioannis Bournakis

    (Lille and Université)

  • Jen-Chung Mei

    (University of Cambridge)

Abstract

Using a distinctive sectoral dataset from Ireland, among the most attractive destinations of Foreign Direct Investment (FDI), over the period 2000 and 2018, we evaluate the role of embodied and disembodied spillovers in labour productivity. The paper fills substantial gaps in the literature of FDI led productivity gains. First, we examine how (embodied) spillovers from different sourcing strategies of MNEs (material versus service linkages) affect the trajectory of sectoral productivity. Second, we evaluate the role of (disembodied) spillovers emerging from the intensity of foreign royalties and employee training. Third, we account in a relative manner for the absorptive capacity of domestic sectors, as a prerequisite for facilitating knowledge spillovers. Instead of purely measuring the level of human capital in the sector, we use the educational gap between domestic firms and Multi-national Enterprises (MNEs) in the same sector. After incorporating these new elements, the analysis shows that embodied spillovers through the material linkage are positively associated with domestic labour productivity (LP), nonetheless gains vary substantially across segments of the productivity distribution. The service linkage impacts negatively unless sectors get close to the educational frontier. Our results are robust for selectivity bias offering ample space for policy design and intervention.

Suggested Citation

  • Ioannis Bournakis & Jen-Chung Mei, 2023. "Embodied and Disembodied Spillovers from FDI: Sectoral Evidence from Ireland," Journal of Industry, Competition and Trade, Springer, vol. 23(1), pages 59-80, June.
  • Handle: RePEc:kap:jincot:v:23:y:2023:i:1:d:10.1007_s10842-023-00397-z
    DOI: 10.1007/s10842-023-00397-z
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    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. Holger Görg & Aoife Hanley & Eric Strobl, 2016. "Creating Backward Linkages from Multinationals: Is there a Role for Financial Incentives?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 14, pages 261-275, World Scientific Publishing Co. Pte. Ltd..
    3. Simon Freyaldenhoven & Christian Hansen & Jesse M. Shapiro, 2019. "Pre-event Trends in the Panel Event-Study Design," American Economic Review, American Economic Association, vol. 109(9), pages 3307-3338, September.
    4. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    5. Bournakis, Ioannis, 2021. "Spillovers and productivity: Revisiting the puzzle with EU firm level data," Economics Letters, Elsevier, vol. 201(C).
    6. Sourafel Girma, & Holger Görg, 2003. "Foreign direct investmant, spillovers and absorptive capacity: Evidence from quantile regressions," The Institute for International Integration Studies Discussion Paper Series iiisdp01, IIIS.
    7. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    8. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    9. Joseph Francois & Bernard Hoekman, 2010. "Services Trade and Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 642-692, September.
    10. Gorodnichenko, Yuriy & Svejnar, Jan & Terrell, Katherine, 2014. "When does FDI have positive spillovers? Evidence from 17 transition market economies," Journal of Comparative Economics, Elsevier, vol. 42(4), pages 954-969.
    11. Peter J. Buckley & Frances Ruane, 2010. "Foreign Direct Investment in Ireland: Policy Implications for Emerging Economies," Palgrave Macmillan Books, in: Foreign Direct Investment, China and the World Economy, chapter 16, pages 365-385, Palgrave Macmillan.
    12. 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.
    13. Alonso Alfaro-Ureña & Isabela Manelici & Jose P Vasquez, 2022. "The Effects of Joining Multinational Supply Chains: New Evidence from Firm-to-Firm Linkages," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(3), pages 1495-1552.
    14. Oliver Hart, 2017. "Incomplete Contracts and Control," American Economic Review, American Economic Association, vol. 107(7), pages 1731-1752, July.
    15. 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.
    16. Mary Amiti & Shang‐Jin Wei, 2009. "Service Offshoring and Productivity: Evidence from the US," The World Economy, Wiley Blackwell, vol. 32(2), pages 203-220, February.
    17. Tatyana Deryugina, 2017. "The Fiscal Cost of Hurricanes: Disaster Aid versus Social Insurance," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 168-198, August.
    18. 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.
    19. Barro, Robert J. & Lee, Jong-Wha, 2015. "Education Matters: Global Schooling Gains from the 19th to the 21st Century," OUP Catalogue, Oxford University Press, number 9780199379231.
    20. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    21. 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.
    22. Blalock, Garrick & Gertler, Paul J., 2009. "How firm capabilities affect who benefits from foreign technology," Journal of Development Economics, Elsevier, vol. 90(2), pages 192-199, November.
    23. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    24. Jaejoon Woo, 2009. "Productivity Growth And Technological Diffusion Through Foreign Direct Investment," Economic Inquiry, Western Economic Association International, vol. 47(2), pages 226-248, April.
    25. 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.
    26. Siotis, Georges, 2003. "Competitive pressure and economic integration: an illustration for Spain, 1983-1996," International Journal of Industrial Organization, Elsevier, vol. 21(10), pages 1435-1459, December.
    27. Ioannis Bournakis & Sotiris Papaioannou & Marina Papanastassiou, 2022. "Multinationals and domestic total factor productivity: Competition effects, knowledge spillovers and foreign ownership," The World Economy, Wiley Blackwell, vol. 45(12), pages 3715-3750, December.
    28. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    29. 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.
    30. Yin He & Keith E. Maskus, 2012. "Southern Innovation And Reverse Knowledge Spillovers: A Dynamic Fdi Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(1), pages 279-302, February.
    31. Durham, J.B.J. Benson, 2004. "Absorptive capacity and the effects of foreign direct investment and equity foreign portfolio investment on economic growth," European Economic Review, Elsevier, vol. 48(2), pages 285-306, April.
    32. Bergin, Adele & Economides, Philip & Garcia-Rodriguez, Abian & Murphy, Gavin, 2019. "Ireland and Brexit: modelling the impact of deal and no-deal scenarios," Quarterly Economic Commentary: Special Articles, Economic and Social Research Institute (ESRI).
    33. Sembenelli, Alessandro & Siotis, Georges, 2008. "Foreign Direct Investment and mark-up dynamics: Evidence from Spanish firms," Journal of International Economics, Elsevier, vol. 76(1), pages 107-115, September.
    34. 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.
    35. Melisa Chanegriha & Chris Stewart & Christopher Tsoukis, 2020. "Testing for causality between FDI and economic growth using heterogeneous panel data," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(5), pages 546-565, July.
    36. Mei, Jen-Chung, 2021. "Refining vertical productivity spillovers from FDI: Evidence from 32 economies," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 176-191.
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    More about this item

    Keywords

    Material linkage; Service linkage; Educational gap; Event study; Quantile regression;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business

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