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Productivity spillover effects of participation in global value chains and FDI inflows

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  • Son, Sung Hyun
  • Kim, Young-Han

Abstract

This paper examines how foreign direct investment (FDI) inflows and participation in global value chains (GVCs) influence labor productivity across 35 industries in 29 OECD countries. Employing a two-step System GMM estimator to address endogeneity, we identify distinct productivity spillover patterns associated with the interaction between GVC participation types—forward and backward—and the technological composition of FDI. Our results reveal that forward GVC participation leads to stronger productivity gains, particularly when combined with FDI inflows in high-tech sectors. Conversely, backward GVC participation exhibits greater synergy with FDI inflows in low-tech sectors. These findings underscore the need to align FDI policy with a country's GVC structure: high-tech FDI is more effective in economies specializing in forward GVC linkages, while low-tech FDI yields greater productivity gains in economies engaged in backward GVCs. The results offer important policy implications for designing targeted investment strategies to enhance productivity through GVC integration.

Suggested Citation

  • Son, Sung Hyun & Kim, Young-Han, 2025. "Productivity spillover effects of participation in global value chains and FDI inflows," Economic Modelling, Elsevier, vol. 153(C).
    • Handle: RePEc:eee:ecmode:v:153:y:2025:i:c:s0264999325003360
    DOI: 10.1016/j.econmod.2025.107341
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    1. Gideon Ndubuisi & Solomon Owusu, 2021. "How important is GVC participation to export upgrading?," The World Economy, Wiley Blackwell, vol. 44(10), pages 2887-2908, October.
    2. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    3. Dyah Wulan Sari & Noor Aini Khalifah & Suyanto Suyanto, 2016. "The spillover effects of foreign direct investment on the firms’ productivity performances," Journal of Productivity Analysis, Springer, vol. 46(2), pages 199-233, December.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Yang, Yichen & Liu, Wen, 2024. "Free trade agreements and domestic value added in exports: An analysis from the network perspective," Economic Modelling, Elsevier, vol. 132(C).
    6. Ge, Jiali & Fu, Yang & Xie, Rui & Liu, Yu & Mo, Wenyang, 2018. "The effect of GVC embeddedness on productivity improvement: From the perspective of R&D and government subsidy," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 22-31.
    7. Wolfhard Kaus & Viktor Slavtchev & Markus Zimmermann, 2024. "Intangible capital and productivity: Firm-level evidence from German manufacturing," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 970-996.
    8. Keun Lee & Marina Szapiro & Zhuqing Mao, 2018. "From Global Value Chains (GVC) to Innovation Systems for Local Value Chains and Knowledge Creation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 424-441, July.
    9. Ioannis Bournakis & Dimitris Christopoulos & Sushanta Mallick, 2018. "Knowledge Spillovers And Output Per Worker: An Industry‐Level Analysis For Oecd Countries," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1028-1046, April.
    10. Mercer-Blackman,Valerie Anne & Xiang,Wei & Khan,Fahad, 2021. "Understanding FDI Spillovers in the presence of GVCs," Policy Research Working Paper Series 9645, The World Bank.
    11. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426, April.
    12. Jacob Jordaan & Wim Douw & Christine Zhenwei Qiang, 2020. "Foreign Direct Investment, Backward Linkages, and Productivity Spillovers," World Bank Publications - Reports 33761, The World Bank Group.
    13. Roger Bandick & Holger Görg & Patrik Karpaty, 2016. "Foreign Acquisitions, Domestic Multinationals, and R&D," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 4, pages 53-77, World Scientific Publishing Co. Pte. Ltd..
    14. Maria Guadalupe & Olga Kuzmina & Catherine Thomas, 2012. "Innovation and Foreign Ownership," American Economic Review, American Economic Association, vol. 102(7), pages 3594-3627, December.
    15. Rosanna Pittiglio & Filippo Reganati, 2019. "Foreign direct investment productivity premium and foreign affiliates' heterogeneity: A comparison between advanced and emerging market overseas investments in the EU," The World Economy, Wiley Blackwell, vol. 42(10), pages 3030-3064, October.
    16. Jeffrey Kouton & Sulpice Amonle, 2021. "Global value chains, labor productivity, and inclusive growth in Africa: empirical evidence from heterogeneous panel methods," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 23(1), pages 1-23, June.
    17. Alessandro Borin & Michele Mancini, 2019. "Measuring What Matters in Global Value Chains and Value-Added Trade," World Bank Publications - Reports 31533, The World Bank Group.
    18. Aisen, Ari & Veiga, Francisco José, 2013. "How does political instability affect economic growth?," European Journal of Political Economy, Elsevier, vol. 29(C), pages 151-167.
    19. Cristina Constantinescu & Aaditya Mattoo & Michele Ruta, 2019. "Does vertical specialisation increase productivity?," The World Economy, Wiley Blackwell, vol. 42(8), pages 2385-2402, August.
    20. 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.
    21. 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..
    22. Yu, Huan & Yao, Li, 2024. "The impact of digital trade regulation on the manufacturing position in the GVC," Economic Modelling, Elsevier, vol. 135(C).
    23. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    24. H. Ben Hassine & F. Boudier & C. Mathieu, 2017. "The two ways of FDI R&D spillovers: evidence from the French manufacturing industry," Applied Economics, Taylor & Francis Journals, vol. 49(25), pages 2395-2408, May.
    25. Belotti,Federico & Borin,Alessandro & Mancini,Michele, 2020. "icio : Economic Analysis with Inter-Country Input-Output Tables in Stata," Policy Research Working Paper Series 9156, The World Bank.
    26. Pierluigi Montalbano & Silvia Nenci & Carlo Pietrobelli, 2018. "Opening and linking up: firms, GVCs, and productivity in Latin America," Small Business Economics, Springer, vol. 50(4), pages 917-935, April.
    27. 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.
    28. Vito Amendolagine & Mr. Andrea F Presbitero & Roberta Rabellotti & Marco Sanfilippo & Adnan Seric, 2017. "FDI, Global Value Chains, and Local Sourcing in Developing Countries," IMF Working Papers 2017/284, International Monetary Fund.
    29. Sara Amoroso & Pietro Moncada-Paterno-Castello, 2018. "Inward Greenfield FDI and Patterns of Job Polarisation," JRC Working Papers JRC111347, Joint Research Centre (Seville site).
    30. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers 09/02, Institute for Fiscal Studies.
    31. Enrique Martínez‐Galán & Maria Paula Fontoura, 2019. "Global value chains and inward foreign direct investment in the 2000s," The World Economy, Wiley Blackwell, vol. 42(1), pages 175-196, January.
    32. Amendolagine, Vito & Boly, Amadou & Coniglio, Nicola Daniele & Prota, Francesco & Seric, Adnan, 2013. "FDI and Local Linkages in Developing Countries: Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 50(C), pages 41-56.
    33. Lu, Yue & Shi, Huimin & Luo, Wei & Liu, Bin, 2018. "Productivity, financial constraints, and firms' global value chain participation: Evidence from China," Economic Modelling, Elsevier, vol. 73(C), pages 184-194.
    34. Sara Amoroso & Pietro Moncada-Paternò-Castello, 2018. "Inward Greenfield FDI and Patterns of Job Polarization," Sustainability, MDPI, vol. 10(4), pages 1-20, April.
    35. Emanuele Brancati & Raffaele Brancati & Andrea Maresca, 2017. "Global value chains, innovation and performance: firm-level evidence from the Great Recession," Journal of Economic Geography, Oxford University Press, vol. 17(5), pages 1039-1073.
    36. 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.
    37. Ahamed, M. Mostak & Luintel, Kul B. & Mallick, Sushanta K., 2023. "Does local knowledge spillover matter for firm productivity? The role of financial access and corporate governance," Research Policy, Elsevier, vol. 52(8).
    38. Françoise Okah Efogo & Kwami Ossadzifo Wonyra & Evans Osabuohien, 2022. "Foreign direct investment and participation of developing countries in global value chains: lessons from the last decade," International Review of Applied Economics, Taylor & Francis Journals, vol. 36(2), pages 264-284, March.
    39. Beata S. Javorcik, 2015. "Does FDI Bring Good Jobs to Host Countries?," The World Bank Research Observer, World Bank, vol. 30(1), pages 74-94.
    40. Davide Del Prete & Giorgia Giovannetti & Enrico Marvasi, 2017. "Global value chains participation and productivity gains for North African firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 675-701, November.
    41. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    42. Amat Adarov & David Klenert & Robert Marschinski & Robert Stehrer, 2022. "Productivity drivers: empirical evidence on the role of digital and intangible capital, FDI and integration," Applied Economics, Taylor & Francis Journals, vol. 54(48), pages 5515-5531, October.
    43. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2017. "Measures of Participation in Global Value Chains and Global Business Cycles," NBER Working Papers 23222, National Bureau of Economic Research, Inc.
    44. Jan Hagemejer, 2015. "Productivity spillovers in the GVC. The case of Poland and the New EU Member States," Working Papers 2015-42, Faculty of Economic Sciences, University of Warsaw.
    45. Lucia Tajoli & Giulia Felice, 2018. "Global Value Chains Participation and Knowledge Spillovers in Developed and Developing Countries: An Empirical Investigation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 505-532, July.
    46. Mike Morris & Cornelia Staritz, 2017. "Industrial upgrading and development in Lesotho’s apparel industry: global value chains, foreign direct investment, and market diversification," Oxford Development Studies, Taylor & Francis Journals, vol. 45(3), pages 303-320, July.
    47. Thomas Farole & Deborah Winkler, 2014. "Making Foreign Direct Investment Work for Sub-Saharan Africa : Local Spillovers and Competitiveness in Global Value Chains," World Bank Publications - Books, The World Bank Group, number 16390, April.
    48. Amy Jocelyn Glass & Kamal Saggi, 2023. "Multinational Firms and Technology Transfer," World Scientific Book Chapters, in: Kamal Saggi (ed.), Technology Transfer, Foreign Direct Investment, and the Protection of Intellectual Property in the Global Economy, chapter 7, pages 169-187, World Scientific Publishing Co. Pte. Ltd..
    49. Amat Adarov & Robert Stehrer, 2021. "Implications of foreign direct investment, capital formation and its structure for global value chains," The World Economy, Wiley Blackwell, vol. 44(11), pages 3246-3299, November.
    50. Orlic, Edvard & Hashi, Iraj & Hisarciklilar, Mehtap, 2018. "Cross sectoral FDI spillovers and their impact on manufacturing productivity," International Business Review, Elsevier, vol. 27(4), pages 777-796.
    51. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    52. 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.
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    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements

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