IDEAS home Printed from https://ideas.repec.org/a/spr/manint/v61y2021i6d10.1007_s11575-021-00456-9.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11575-021-00456-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11575-021-00456-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Hewitt, Gary, 1980. "Research and Development Performed Abroad by U.S. Manufacturing Multinationals," Kyklos, Wiley Blackwell, vol. 33(2), pages 308-327.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Anil K. Gupta & Vijay Govindarajan, 2000. "Knowledge flows within multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 473-496, April.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. John Cantwell & Ram Mudambi, 2005. "MNE competence‐creating subsidiary mandates," Strategic Management Journal, Wiley Blackwell, vol. 26(12), pages 1109-1128, December.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. Gary Hewitt, 1980. "Research And Development Performed Abroad By U. S. Manufacturing Multinationals," Kyklos, Wiley Blackwell, vol. 33(2), pages 308-327, May.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. Michailova, Snejina & Zhan, Wu, 2015. "Dynamic capabilities and innovation in MNC subsidiaries," Journal of World Business, Elsevier, vol. 50(3), pages 576-583.
    47. 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.
    48. 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.
    49. 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.
    50. 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.
    51. 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.
    52. 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.
    53. 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.
    54. 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.
    55. 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.
    56. 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.
    57. 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.
    58. 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.
    59. 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.
    60. Un, C. Annique & Rodríguez, Alicia, 2018. "Learning from R&D outsourcing vs. learning by R&D outsourcing," Technovation, Elsevier, vol. 72, pages 24-33.
    61. 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.
    62. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Liu, Ting & Li, Xizhuo, 2022. "How Do MNCs Conduct Local Technological Innovation in a Host Country? An Examination From Subsidiaries' Perspective," Journal of International Management, Elsevier, vol. 28(3).
    3. René Belderbos & Marcelina Grabowska & Stijn Kelchtermans & Bart Leten & Jojo Jacob & Massimo Riccaboni, 2021. "Whither geographic proximity? Bypassing local R&D units in foreign university collaboration," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(7), pages 1302-1330, September.
    4. Mario Kafouros & Niron Hashai & Janja Annabel Tardios & Elizabeth Yi Wang, 2022. "How do MNEs invent? An invention-based perspective of MNE profitability," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(7), pages 1420-1448, September.
    5. Smeets, Roger & Bosker, E.M., 2011. "Leaders, laggards and technology seeking strategies," Journal of Economic Behavior & Organization, Elsevier, vol. 80(3), pages 481-497.
    6. Kafouros, Mario & Wang, Chengqi & Mavroudi, Eva & Hong, Junjie & Katsikeas, Constantine S., 2018. "Geographic dispersion and co-location in global R&D portfolios: Consequences for firm performance," Research Policy, Elsevier, vol. 47(7), pages 1243-1255.
    7. Zhang, Feng & Jiang, Guohua & Cantwell, John A., 2019. "Geographically Dispersed Technological Capability Building and MNC Innovative Performance: The Role of Intra-firm Flows of Newly Absorbed Knowledge," Journal of International Management, Elsevier, vol. 25(3), pages 1-1.
    8. 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.
    9. Singh, Jasjit, 2008. "Distributed R&D, cross-regional knowledge integration and quality of innovative output," Research Policy, Elsevier, vol. 37(1), pages 77-96, February.
    10. Pengfei Li & Harald Bathelt, 2018. "Location strategy in cluster networks," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(8), pages 967-989, October.
    11. Scott-Kennel, Joanna & Saittakari, Iiris, 2020. "Sourcing or sharing in MNE networks? National headquarters and foreign subsidiaries as knowledge conduits in SMOPECs," International Business Review, Elsevier, vol. 29(1).
    12. René Belderbos & Bart Leten & Shinya Suzuki, 2017. "Scientific research, firm heterogeneity, and foreign R&D locations of multinational firms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(3), pages 691-711, September.
    13. Grazia D. Santangelo & Anupama Phene, 2022. "Knowledge sourcing by the multinational enterprise: An individual creativity-based model," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(3), pages 434-448, April.
    14. Heather Berry & Aseem Kaul, 2015. "Global Sourcing and Foreign Knowledge Seeking," Management Science, INFORMS, vol. 61(5), pages 1052-1071, May.
    15. 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.
    16. Jingjing Li & Gang Liu & Zihan Ma, 2021. "RD internationalization, domestic technology alliance, and innovation in emerging market," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-35, June.
    17. Almodóvar, Paloma & Nguyen, Quyen T.K., 2022. "Product innovation of domestic firms versus foreign MNE subsidiaries: The role of external knowledge sources," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    18. Marina Papanastassiou & Robert Pearce & Antonello Zanfei, 2020. "Changing perspectives on the internationalization of R&D and innovation by multinational enterprises: A review of the literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 623-664, June.
    19. René Belderbos & Jinhyuck (Joseph) Park & Martin Carree, 2021. "Do R&D investments in weak IPR countries destroy market value? The role of internal linkages," Strategic Management Journal, Wiley Blackwell, vol. 42(8), pages 1401-1431, August.
    20. Peeters, T.J.G., 2013. "External knowledge search and use in new product development," Other publications TiSEM 300ebb34-b090-4210-b95e-f, Tilburg University, School of Economics and Management.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:manint:v:61:y:2021:i:6:d:10.1007_s11575-021-00456-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.