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The local technology spillovers of multinational firms

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  • Gong, Robin Kaiji

Abstract

This study examines how innovation by U.S. multinational firms affects the productivity of domestic Chinese firms in the same counties as the U.S. subsidiaries. After manually matching U.S. multinational firms with their manufacturing subsidiaries in China, I use citation-weighted patent stock to measure U.S.-produced external knowledge in Chinese counties and employ an instrumental variable strategy based on U.S. R&D tax credit policies to address potential endogeneity concerns. Findings suggest that innovation by U.S. multinational firms improves the productivity of domestic Chinese firms co-located with their subsidiaries, indicating a local technology spillover effect. Domestic firms with high-wage workers, high innovation capacity, and private ownership are better equipped to absorb these spillovers. In addition, domestic firms in industries with closer technological ties to U.S. multinational firms benefit more from their innovation, suggesting that technological proximity amplifies the spillover effect.

Suggested Citation

  • Gong, Robin Kaiji, 2023. "The local technology spillovers of multinational firms," Journal of International Economics, Elsevier, vol. 144(C).
    • Handle: RePEc:eee:inecon:v:144:y:2023:i:c:s0022199623000764
    DOI: 10.1016/j.jinteco.2023.103790
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    as
    1. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    2. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    3. Yasusada Murata & Ryo Nakajima & Ryosuke Okamoto & Ryuichi Tamura, 2014. "Localized Knowledge Spillovers and Patent Citations: A Distance-Based Approach," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 967-985, December.
    4. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    5. Wolfgang Keller & Stephen Ross Yeaple, 2013. "The Gravity of Knowledge," American Economic Review, American Economic Association, vol. 103(4), pages 1414-1444, June.
    6. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    7. 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..
    8. 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.
    9. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    10. L. Kamran Bilir & Eduardo Morales, 2020. "Innovation in the Global Firm," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1566-1625.
    11. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    12. Jiang, Kun & Keller, Wolfgang & Qiu, Larry D. & Ridley, William, 2024. "International joint ventures and internal technology transfer vs. external technology spillovers: Evidence from China," Journal of International Economics, Elsevier, vol. 150(C).
    13. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    14. Jennifer P. Poole, 2013. "Knowledge Transfers from Multinational to Domestic Firms: Evidence from Worker Mobility," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 393-406, May.
    15. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    16. 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.
    17. Agrawal, Ajay & Kapur, Devesh & McHale, John, 2008. "How do spatial and social proximity influence knowledge flows? Evidence from patent data," Journal of Urban Economics, Elsevier, vol. 64(2), pages 258-269, September.
    18. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1033-1082, Elsevier.
    19. Wolfgang Keller, 2021. "Knowledge Spillovers, Trade, and FDI," NBER Working Papers 28739, National Bureau of Economic Research, Inc.
    20. Bronwyn H. Hall, 2011. "Innovation and Productivity," NBER Working Papers 17178, National Bureau of Economic Research, Inc.
    21. Bodnaruk, Andriy & Loughran, Tim & McDonald, Bill, 2015. "Using 10-K Text to Gauge Financial Constraints," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(4), pages 623-646, August.
    22. Lee G. Branstetter & Raymond Fisman & C. Fritz Foley, 2006. "Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U. S. Firm-Level Panel Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 321-349.
    23. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    24. 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.
    25. Gerard Hoberg & Gordon Phillips, 2016. "Text-Based Network Industries and Endogenous Product Differentiation," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1423-1465.
    26. Giovanni Peri, 2005. "Determinants of Knowledge Flows and Their Effect on Innovation," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 308-322, May.
    27. 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.
    28. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    29. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    30. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    31. Javorcik, Beata Smarzynska & Spatareanu, Mariana, 2008. "To share or not to share: Does local participation matter for spillovers from foreign direct investment?," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 194-217, February.
    32. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    33. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    34. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    35. Daniel J. Wilson, 2009. "Beggar Thy Neighbor? The In-State, Out-of-State, and Aggregate Effects of R&D Tax Credits," The Review of Economics and Statistics, MIT Press, vol. 91(2), pages 431-436, May.
    36. Mummolo, Jonathan & Peterson, Erik, 2018. "Improving the Interpretation of Fixed Effects Regression Results," Political Science Research and Methods, Cambridge University Press, vol. 6(4), pages 829-835, October.
    37. Harrison, Ann & Rodríguez-Clare, Andrés, 2010. "Trade, Foreign Investment, and Industrial Policy for Developing Countries," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4039-4214, Elsevier.
    38. Bradley Setzler & Felix Tintelnot, 2021. "The Effects of Foreign Multinationals on Workers and Firms in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1943-1991.
    39. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    40. 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.
    41. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    42. Matray, Adrien, 2021. "The local innovation spillovers of listed firms," Journal of Financial Economics, Elsevier, vol. 141(2), pages 395-412.
    43. Hoberg, Gerard & Moon, S. Katie, 2017. "Offshore activities and financial vs operational hedging," Journal of Financial Economics, Elsevier, vol. 125(2), pages 217-244.
    44. Joel Blit, 2018. "Foreign R&D satellites as a medium for the international diffusion of knowledge," Canadian Journal of Economics, Canadian Economics Association, vol. 51(4), pages 1118-1150, November.
    45. Kun Jiang & Wolfgang Keller & Larry D. Qiu & William Ridley, 2018. "International Joint Ventures and Internal vs. External Technology Transfer: Evidence from China," CESifo Working Paper Series 7065, CESifo.
    46. 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.
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    More about this item

    Keywords

    FDI; Technology spillovers; Patents; Productivity;
    All these keywords.

    JEL classification:

    • F2 - International Economics - - International Factor Movements and International Business
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics

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