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FDI and superstar spillovers: Evidence from firm-to-firm transactions

Author

Listed:
  • Mary Amiti

    (Federal Reserve Bank of New York. 33 Liberty Street, New York, NY 10045)

  • Cédric Duprez

    (National Bank of Belgium and University of Mons)

  • Jozef Konings

    (Nazarbayev University Graduate School of Business and KULeuven)

  • John Van Reenen

    (London School of Economics and MIT.)

Abstract

Despite competition concerns over the increasing dominance of global corporations, many argue that productivity spillovers from multinationals to domestic firms justify pro-FDI policies. For the first time, we use firm-to-firm transaction data in a developed country to examine the impact of forming a new relationship with a multinational, and find a TFP increase of about 8% three or more years after the event. Sales to other buyers, trade and customer quality also increase. However, we also document that starting to supply other “superstar firms” such as those who heavily export or are very large also increases performance by similar amounts, even if the superstar is a non-multinational. Placebos on starting relationships with smaller firms and novel identification strategies relying solely on demand shocks to superstar firms support a causal interpretation. A model of technology transfer rationalizes these effects and also correctly predicts (i) falls in post-event markups; (ii) the type of firms who form superstar relationships and (iii) bigger treatment effects from superstars intensive in R&D, IT and/or human capital. In addition to productivity spillovers, we document the transmission of “relationship capabilities” and “dating agency” effects as the increase in new buyers is particularly strong within the superstar firm’s existing network. These results suggest an important role for raising productivity through the supply chains of superstar firms regardless of their multinational status.

Suggested Citation

  • Mary Amiti & Cédric Duprez & Jozef Konings & John Van Reenen, 2023. "FDI and superstar spillovers: Evidence from firm-to-firm transactions," Working Paper Research 437, National Bank of Belgium.
  • Handle: RePEc:nbb:reswpp:202306-437
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    Cited by:

    1. Juan Duran & Iulia Siedschlag, 2025. "Multinational Enterprises and Between‐Firm Wage Inequality Across European Regions," The World Economy, Wiley Blackwell, vol. 48(11), pages 2447-2466, November.
    2. Siedschlag, Iulia & Duran Vanegas, Juan, 2023. "Inward foreign direct investment, superstar firms and wage inequality between firms: Evidence from European regions," Papers WP770, Economic and Social Research Institute (ESRI).
    3. Gauß, P. & Kortenhaus, M. & Riedel, N. & Simmler, M., 2024. "Leveling the playing field: Constraints on multinational profit shifting and the performance of national firms," Journal of Public Economics, Elsevier, vol. 234(C).
    4. Li, Xing & Chen, Xi & Hou, Keqiang, 2024. "FDI technology spillovers in Chinese supplier-customer networks," International Review of Financial Analysis, Elsevier, vol. 94(C).
    5. Mensah, Justice Tei & Wankuru, Peter Chacha & Kirui, Benard K., 2025. "Public Procurement and Firms : Evidence from Kenya," Policy Research Working Paper Series 11227, The World Bank.
    6. Cao, Yunshi & Jiang, Meini & Shen, Jun, 2025. "Can overseas R&D improve domestic industry-university-research institutions’ cooperation?," Journal of Asian Economics, Elsevier, vol. 97(C).
    7. Ma, Xiao & Zhang, Yiran, 2023. "How do Multinational Firms Impact China’s Technology? The Role of Quid Pro Quo Policy and Technology Spillovers," MPRA Paper 119371, University Library of Munich, Germany.
    8. José Luis Gracia Bustelo & Albert Miró Pérez & Harold Meruvia Torrez, 2025. "The Determinants of the Concentration of Superstar Firms: Cluster Analysis and Its Relationship with Economic Development and Artificial Intelligence," Economies, MDPI, vol. 13(2), pages 1-20, February.
    9. Schroeder, Sarah, 2025. "Exporters, multinationals and residual wage inequality: Evidence and theory," European Economic Review, Elsevier, vol. 173(C).
    10. Shi, Lifan & Li, Xing & Chen, Xi, 2025. "How does FDI affect enterprises' OFDI through trade networks?," International Review of Economics & Finance, Elsevier, vol. 97(C).
    11. Meng Yu Ngov & Pierre-Louis Vezina & Trang Thu Tran & Gaurav Nayyar, 2025. "The Rise of Viet Nam’s Solar Panel Industry: Inputs, FDI, and Spillovers," CSAE Working Paper Series 2025-14, Centre for the Study of African Economies, University of Oxford.
    12. Thomas Michael Rowley, 2025. "Domestic vs foreign superstars: comparative advantage and productivity spillovers," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 161(3), pages 869-909, August.
    13. Agnes Norris Keiller & Tim Obermeier & Andreas Teichgraeber & John Van Reenen, 2024. "An Engine of (Pay) Growth? Productivity and Wages in the UK Auto Industry," NBER Working Papers 32695, National Bureau of Economic Research, Inc.
    14. Liu, Yibing & Cao, Liang & Wu, Lamei & Xi, Yanle & Zhang, Siyi, 2025. "The impact of FDI on firms’ pollution emissions: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 100(C).

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    Keywords

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    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements

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