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R&D and Foreign Subsidiary Performance at or Below the Technology Frontier

Author

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  • René Belderbos

    (KU Leuven
    UNU-MERIT
    Maastricht University)

  • Boris Lokshin

    (Maastricht University)

  • Federico Michiel

    (Copenhagen Economics)

Abstract

We examine the effect of R&D on foreign subsidiaries’ productivity performance. We argue that both local R&D expenditures in the subsidiary and R&D conducted in the wider network of the multinational enterprise (MNE) for the subsidiary improve productivity but that their respective roles depend on whether the host country of the subsidiary is at or below the global technology frontier. Local R&D is more effective if the host country is at the frontier, while R&D conducted in the MNE network is more effective if the host country is behind the frontier. In the latter case, both types of R&D are complementary and reinforce each other’s effect on productivity performance. We test hypotheses on fine-grained longitudinal micro data on affiliate productivity and R&D investments. We estimate dynamic productivity models controlling for endogeneity and allowing for declining returns to R&D and productivity convergence.

Suggested Citation

  • René Belderbos & Boris Lokshin & Federico Michiel, 2021. "R&D and Foreign Subsidiary Performance at or Below the Technology Frontier," Management International Review, Springer, vol. 61(6), pages 745-767, December.
  • Handle: RePEc:spr:manint:v:61:y:2021:i:6:d:10.1007_s11575-021-00456-9
    DOI: 10.1007/s11575-021-00456-9
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    1. Wilbur Chung & Juan Alcácer, 2002. "Knowledge Seeking and Location Choice of Foreign Direct Investment in the United States," Management Science, INFORMS, vol. 48(12), pages 1534-1554, December.
    2. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    3. 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.
    4. Alkemade, Floortje & Heimeriks, Gaston & Schoen, Antoine & Villard, Lionel & Laurens, Patricia, 2015. "Tracking the internationalization of multinational corporate inventive activity: national and sectoral characteristics," Research Policy, Elsevier, vol. 44(9), pages 1763-1772.
    5. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-283, June.
    6. Walter Kuemmerle, 1999. "The Drivers of Foreign Direct Investment into Research and Development: An Empirical Investigation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 30(1), pages 1-24, March.
    7. John Van Reenen & Rupert Harrison & Rachel Griffith, 2006. "How Special Is the Special Relationship? Using the Impact of U.S. R&D Spillovers on U.K. Firms as a Test of Technology Sourcing," American Economic Review, American Economic Association, vol. 96(5), pages 1859-1875, December.
    8. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    9. Yulin Fang & Michael Wade & Andrew Delios & Paul W. Beamish, 2007. "International diversification, subsidiary performance, and the mobility of knowledge resources," Strategic Management Journal, Wiley Blackwell, vol. 28(10), pages 1053-1064, October.
    10. Fang, Yulin & Wade, Michael & Delios, Andrew & Beamish, Paul W., 2013. "An exploration of multinational enterprise knowledge resources and foreign subsidiary performance," Journal of World Business, Elsevier, vol. 48(1), pages 30-38.
    11. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    12. Criscuolo, Chiara & Haskel, Jonathan E. & Slaughter, Matthew J., 2010. "Global engagement and the innovation activities of firms," International Journal of Industrial Organization, Elsevier, vol. 28(2), pages 191-202, March.
    13. Liu, Meng-chun & Chen, Shin-Horng, 2012. "MNCs’ offshore R&D networks in host country's regional innovation system: The case of Taiwan-based firms in China," Research Policy, Elsevier, vol. 41(6), pages 1107-1120.
    14. Gary Hewitt, 1980. "Research And Development Performed Abroad By U. S. Manufacturing Multinationals," Kyklos, Wiley Blackwell, vol. 33(2), pages 308-327, May.
    15. repec:bla:kyklos:v:33:y:1980:i:2:p:308-27 is not listed on IDEAS
    16. Castellani, Davide & Montresor, Sandro & Schubert, Torben & Vezzani, Antonio, 2017. "Multinationality, R&D and productivity: Evidence from the top R&D investors worldwide," International Business Review, Elsevier, vol. 26(3), pages 405-416.
    17. Song, Jaeyong & Asakawa, Kazuhiro & Chu, Youngeun, 2011. "What determines knowledge sourcing from host locations of overseas R&D operations?: A study of global R&D activities of Japanese multinationals," Research Policy, Elsevier, vol. 40(3), pages 380-390, April.
    18. Belderbos, Rene & Ito, Banri & Wakasugi, Ryuhei, 2008. "Intra-firm technology transfer and R&D in foreign affiliates: Substitutes or complements? Evidence from Japanese multinational firms," Journal of the Japanese and International Economies, Elsevier, vol. 22(3), pages 310-319, September.
    19. 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.
    20. Peter J. Buckley & Mark Casson, 1991. "The Future of the Multinational Enterprise," Palgrave Macmillan Books, Palgrave Macmillan, edition 0, number 978-1-349-21204-0, March.
    21. Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, vol. 99(394), pages 116-131, March.
    22. Scott-Kennel, Joanna & Giroud, Axele, 2015. "MNEs and FSAs: Network knowledge, strategic orientation and performance," Journal of World Business, Elsevier, vol. 50(1), pages 94-107.
    23. 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.
    24. Charles I. Jones, 2002. "Sources of U.S. Economic Growth in a World of Ideas," American Economic Review, American Economic Association, vol. 92(1), pages 220-239, March.
    25. Acs, Zoltan J. & Isberg, Steven C., 1991. "Innovation, firm size and corporate finance : An initial inquiry," Economics Letters, Elsevier, vol. 35(3), pages 323-326, March.
    26. Ambos, Tina C. & Ambos, Björn & Schlegelmilch, Bodo B., 2006. "Learning from foreign subsidiaries: An empirical investigation of headquarters' benefits from reverse knowledge transfers," International Business Review, Elsevier, vol. 15(3), pages 294-312, June.
    27. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    28. Yasuyuki Todo & Satoshi Shimizutani, 2008. "Overseas R&D Activities And Home Productivity Growth: Evidence From Japanese Firm‐Level Data," Journal of Industrial Economics, Wiley Blackwell, vol. 56(4), pages 752-777, December.
    29. Nigel Driffield & James H Love, 2007. "Linking FDI motivation and host economy productivity effects: conceptual and empirical analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(3), pages 460-473, May.
    30. Anupama Phene & Paul Almeida, 2008. "Innovation in multinational subsidiaries: The role of knowledge assimilation and subsidiary capabilities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(5), pages 901-919, July.
    31. Anil K. Gupta & Vijay Govindarajan, 2000. "Knowledge flows within multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 473-496, April.
    32. Sebastian Kripfganz, 2016. "Quasi–maximum likelihood estimation of linear dynamic short-T panel-data models," Stata Journal, StataCorp LP, vol. 16(4), pages 1013-1038, December.
    33. Jacques Mairesse & Mohamed Sassenou, 1991. "R&D Productivity: A Survey of Econometric Studies at the Firm Level," NBER Working Papers 3666, National Bureau of Economic Research, Inc.
    34. Paul Almeida & Anupama Phene, 2004. "Subsidiaries and knowledge creation: the influence of the MNC and host country on innovation," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 847-864, August.
    35. X Martin & R Salomon, 2003. "Knowledge transfer capacity and its implications for the theory of the multinational corporation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(4), pages 356-373, July.
    36. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    37. René Belderbos & Jianglei Zou, 2009. "Real options and foreign affiliate divestments: A portfolio perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(4), pages 600-620, May.
    38. Kafouros, Mario I. & Buckley, Peter J. & Clegg, Jeremy, 2012. "The effects of global knowledge reservoirs on the productivity of multinational enterprises: The role of international depth and breadth," Research Policy, Elsevier, vol. 41(5), pages 848-861.
    39. Joan Penner‐Hahn & J. Myles Shaver, 2005. "Does international research and development increase patent output? An analysis of Japanese pharmaceutical firms," Strategic Management Journal, Wiley Blackwell, vol. 26(2), pages 121-140, February.
    40. Boris Lokshin & René Belderbos & Martin Carree, 2008. "The Productivity Effects of Internal and External R&D: Evidence from a Dynamic Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 399-413, June.
    41. Un, C. Annique & Rodríguez, Alicia, 2018. "Learning from R&D outsourcing vs. learning by R&D outsourcing," Technovation, Elsevier, vol. 72, pages 24-33.
    42. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    43. Robert Salomon & Byungchae Jin, 2008. "Does knowledge spill to leaders or laggards? Exploring industry heterogeneity in learning by exporting," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(1), pages 132-150, January.
    44. Un, C. Annique & Cuervo-Cazurra, Alvaro, 2008. "Do subsidiaries of foreign MNEs invest more in R&D than domestic firms?," Research Policy, Elsevier, vol. 37(10), pages 1812-1828, December.
    45. Bruce Kogut & Udo Zander, 1993. "Knowledge of the Firm and the Evolutionary Theory of the Multinational Corporation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 24(4), pages 625-645, December.
    46. Cantwell, John & Janne, Odile, 1999. "Technological globalisation and innovative centres: the role of corporate technological leadership and locational hierarchy1," Research Policy, Elsevier, vol. 28(2-3), pages 119-144, March.
    47. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    48. René Belderbos & Boris Lokshin & Bert Sadowski, 2015. "The returns to foreign R&D," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 46(4), pages 491-504, May.
    49. Jaeyong Song & Jongtae Shin, 2008. "The paradox of technological capabilities: a study of knowledge sourcing from host countries of overseas R&D operations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(2), pages 291-303, March.
    50. Gunnar Hedlund, 1994. "A model of knowledge management and the N‐form corporation," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 73-90, June.
    51. Isaac, Victor Ragazzi & Borini, Felipe Mendes & Raziq, Muhammad Mustafa & Benito, Gabriel R.G., 2019. "From local to global innovation: The role of subsidiaries’ external relational embeddedness in an emerging market," International Business Review, Elsevier, vol. 28(4), pages 638-646.
    52. Tor Jakob Klette, 1996. "R&D, Scope Economies, and Plant Performance," RAND Journal of Economics, The RAND Corporation, vol. 27(3), pages 502-522, Autumn.
    53. Michailova, Snejina & Zhan, Wu, 2015. "Dynamic capabilities and innovation in MNC subsidiaries," Journal of World Business, Elsevier, vol. 50(3), pages 576-583.
    54. John Cantwell & Ram Mudambi, 2005. "MNE competence‐creating subsidiary mandates," Strategic Management Journal, Wiley Blackwell, vol. 26(12), pages 1109-1128, December.
    55. Rabbiosi, Larissa, 2011. "Subsidiary roles and reverse knowledge transfer: An investigation of the effects of coordination mechanisms," Journal of International Management, Elsevier, vol. 17(2), pages 97-113, June.
    56. Todd M. Alessandri & Anju Seth, 2014. "The effects of managerial ownership on international and business diversification: Balancing incentives and risks," Strategic Management Journal, Wiley Blackwell, vol. 35(13), pages 2064-2075, December.
    57. Sheryl Winston Smith, 2014. "Follow me to the innovation frontier? Leaders, laggards, and the differential effects of imports and exports on technological innovation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 45(3), pages 248-274, April.
    58. Juan Alcácer & Minyuan Zhao, 2012. "Local R&D Strategies and Multilocation Firms: The Role of Internal Linkages," Management Science, INFORMS, vol. 58(4), pages 734-753, April.
    59. Glenn Hoetker, 2007. "The use of logit and probit models in strategic management research: Critical issues," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 331-343, April.
    60. Jasjit Singh, 2007. "Asymmetry of knowledge spillovers between MNCs and host country firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(5), pages 764-786, September.
    61. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    62. Driffield, Nigel & Love, James H. & Yang, Yong, 2016. "Reverse international knowledge transfer in the MNE: (Where) does affiliate performance boost parent performance?," Research Policy, Elsevier, vol. 45(2), pages 491-506.
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    More about this item

    Keywords

    Foreign direct investment; Multinational firms; R&D; Productivity; Foreign affiliates;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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