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The Local Technology Spillovers of Multinational Firms

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  • Robin Kaiji Gong

    (Department of Economics, The Hong Kong University of Science and Technology)

Abstract

This paper identifies the causal effect of U.S. multinationals' technology shocks on their subsidiaries' and nearby domestic firms' productivity in China. By combining firm-level data from both the U.S. and China, I match U.S. multinationals with their manufacturing subsidiaries in China and measure the multinationals' technology shocks to the local firms in China based on the multinationals' patenting activities in the U.S. To address potential endogeneity concerns, I introduce an instrumental variable strategy based on U.S. state-level R&D tax credit policies. I find multinationals' technology improvements induce an increase in the value-added output and total factor productivity (TFP) of both their own subsidiaries and domestic firms in the local areas. The size of the local technology spillover effect depends on local firms' absorptive capacity. I further provide evidence of spillovers through production linkages as well as technological linkages. In addition, spillovers through technological linkages also stimulate innovation of the productive local firms.

Suggested Citation

  • Robin Kaiji Gong, 2019. "The Local Technology Spillovers of Multinational Firms," HKUST CEP Working Papers Series 201902, HKUST Center for Economic Policy.
  • Handle: RePEc:hke:wpaper:wp2019-02
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    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. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    3. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, December.
    4. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    5. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    6. 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.
    7. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    8. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    9. 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.
    10. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    11. Wolfgang Keller & Stephen Ross Yeaple, 2013. "The Gravity of Knowledge," American Economic Review, American Economic Association, vol. 103(4), pages 1414-1444, June.
    12. 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.
    13. 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.
    14. Leonid Kogan & Dimitris Papanikolaou & Amit Seru & Noah Stoffman, 2017. "Technological Innovation, Resource Allocation, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 665-712.
    15. Rebecca Henderson & Adam Jaffe & Manuel Trajtenberg, 2005. "Patent Citations and the Geography of Knowledge Spillovers: A Reassessment: Comment," American Economic Review, American Economic Association, vol. 95(1), pages 461-464, March.
    16. James R. Markusen, 1995. "The Boundaries of Multinational Enterprises and the Theory of International Trade," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 169-189, Spring.
    17. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    18. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    19. Seru, Amit, 2014. "Firm boundaries matter: Evidence from conglomerates and R&D activity," Journal of Financial Economics, Elsevier, vol. 111(2), pages 381-405.
    20. Kun Jiang & Wolfgang Keller & Larry D. Qiu & William Ridley, 2018. "International Joint Ventures and Internal Technology Transfer vs. External Technology Spillovers: Evidence from China," NBER Working Papers 24455, National Bureau of Economic Research, Inc.
    21. 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.
    22. Peter Thompson, 2006. "Patent Citations and the Geography of Knowledge Spillovers: Evidence from Inventor- and Examiner-added Citations," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 383-388, May.
    23. Charles I. Jones & John C. Williams, 1998. "Measuring the Social Return to R&D," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1119-1135.
    24. 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.
    25. 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.
    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. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    28. Hoberg, Gerard & Moon, S. Katie, 2017. "Offshore activities and financial vs operational hedging," Journal of Financial Economics, Elsevier, vol. 125(2), pages 217-244.
    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. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    31. Javorcik, Beata S. & Spatareanu, Mariana, 2011. "Does it matter where you come from? Vertical spillovers from foreign direct investment and the origin of investors," Journal of Development Economics, Elsevier, vol. 96(1), pages 126-138, September.
    32. 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.
    33. 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.
    34. 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.
    35. Peter J. Lane & Michael Lubatkin, 1998. "Relative absorptive capacity and interorganizational learning," Post-Print hal-02311860, HAL.
    36. Jozef Konings, 2001. "The effects of foreign direct investment on domestic firms," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(3), pages 619-633, November.
    37. 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.
    38. 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.
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    More about this item

    Keywords

    FDI; technology spillovers; patents; productivity;
    All these keywords.

    JEL classification:

    • D2 - Microeconomics - - Production and Organizations
    • F2 - International Economics - - International Factor Movements and International Business
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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