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Internationalization of corporate R&D activities and innovation performance

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  • Jaana Rahko

Abstract

The internationalization of corporate research and development (R&D) activities is a growing phenomenon, but previous empirical studies provide inconclusive evidence of its effects on the innovation performance of firms. This article examines how the innovation performance of European firms changes when they begin to internationalize their R&D activities. Propensity score matching and difference-in-differences methods are applied to control for self-selection and to estimate the causal effect of R&D internationalization. Patent inventor data are used to track the locations of corporate R&D activities. Information on patent applications, patent citations, and technological fields is used to measure innovation output, quality, and diversity, respectively. The results indicate that firms with a greater number of previous innovations are more likely to begin international R&D activities. Moreover, beginning R&D internationalization further increases the innovative output of firms. The results also indicate a weaker increase in the technological diversity of innovation activities. In contrast, the difference in the average quality of innovations in favor of international firms is shown to be due to self-selection.

Suggested Citation

  • Jaana Rahko, 2016. "Internationalization of corporate R&D activities and innovation performance," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(6), pages 1019-1038.
  • Handle: RePEc:oup:indcch:v:25:y:2016:i:6:p:1019-1038.
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    1. Arie Y Lewin & Silvia Massini & Carine Peeters, 2009. "Why are companies offshoring innovation? The emerging global race for talent," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(8), pages 1406-1406, October.
    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. Bronwyn H. Hall & Grid Thoma & Salvatore Torrisi, 2006. "The market value of patents and R&D: Evidence from European firms," KITeS Working Papers 186, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Nov 2006.
    4. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    5. 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.
    6. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    7. Arie Lewin & Silvia Massini & Carine Peeters, 2008. "Why are companies offshoring innovation ?the emerging global race for talent," Working Papers CEB 08-009, ULB -- Universite Libre de Bruxelles.
    8. 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.
    9. Rebecca Henderson & Adam B. Jaffe & Manuel Trajtenberg, 1998. "Universities As A Source Of Commercial Technology: A Detailed Analysis Of University Patenting, 1965-1988," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 119-127, February.
    10. Bas, Christian Le & Sierra, Christophe, 2002. "'Location versus home country advantages' in R&D activities: some further results on multinationals' locational strategies," Research Policy, Elsevier, vol. 31(4), pages 589-609, May.
    11. de Rassenfosse, Gaétan & Dernis, Hélène & Guellec, Dominique & Picci, Lucio & van Pottelsberghe de la Potterie, Bruno, 2013. "The worldwide count of priority patents: A new indicator of inventive activity," Research Policy, Elsevier, vol. 42(3), pages 720-737.
    12. Jeffrey Furman & Margaret K. Kyle & Alain Cockburn & Rebecca M. Henderson, 2005. "Public & Private Spillovers: Location and the Productivity of Pharmaceutical Research," Annals of Economics and Statistics, GENES, issue 79-80, pages 165-188.
    13. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    14. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, WZB Berlin Social Science Center.
    15. Hanley, Aoife & Monreal Pérez, Joaquín, 2012. "Are newly exporting firms more innovative? Findings from matched Spanish innovators," Economics Letters, Elsevier, vol. 116(2), pages 217-220.
    16. 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.
    17. Dehejia, Rajeev, 2005. "Practical propensity score matching: a reply to Smith and Todd," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 355-364.
    18. Athukorala, Prema-chandra & Kohpaiboon, Archanun, 2010. "Globalization of R&D by US-based multinational enterprises," Research Policy, Elsevier, vol. 39(10), pages 1335-1347, December.
    19. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2000. "Market Value and Patent Citations: A First Look," NBER Working Papers 7741, National Bureau of Economic Research, Inc.
    20. Breschi, Stefano & Lissoni, Francesco, 2001. "Knowledge Spillovers and Local Innovation Systems: A Critical Survey," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 975-1005, December.
    21. 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.
    22. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
    23. Hegde, Deepak & Hicks, Diana, 2008. "The maturation of global corporate R&D: Evidence from the activity of U.S. foreign subsidiaries," Research Policy, Elsevier, vol. 37(3), pages 390-406, April.
    24. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    25. Chen, Chung-Jen & Huang, Yi-Fen & Lin, Bou-Wen, 2012. "How firms innovate through R&D internationalization? An S-curve hypothesis," Research Policy, Elsevier, vol. 41(9), pages 1544-1554.
    26. Manuel Trajtenberg & Rebecca Henderson & Adam Jaffe, 1997. "University Versus Corporate Patents: A Window On The Basicness Of Invention," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(1), pages 19-50.
    27. Iwasa, Tomoko & Odagiri, Hiroyuki, 2004. "Overseas R&D, knowledge sourcing, and patenting: an empirical study of Japanese R&D investment in the US," Research Policy, Elsevier, vol. 33(5), pages 807-828, July.
    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. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    30. Pietro Moncada-Paternò-Castello & Marco Vivarelli & Peter Voigt, 2011. "Drivers and impacts in the globalization of corporate R&D: an introduction based on the European experience," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(2), pages 585-603, April.
    31. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    32. Gunnar Fors, 1997. "Utilization of R&D Results in the Home and Foreign Plants of Multinationals," Journal of Industrial Economics, Wiley Blackwell, vol. 45(3), pages 341-358, September.
    33. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    34. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    35. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    36. Aija Leiponen & Constance E. Helfat, 2011. "Location, Decentralization, and Knowledge Sources for Innovation," Organization Science, INFORMS, vol. 22(3), pages 641-658, June.
    37. Francesca Sanna-Randaccio & Reinhilde Veugelers, 2007. "Multinational knowledge spillovers with decentralised R&D: a game-theoretic approach," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(1), pages 47-63, January.
    38. María Jesús Nieto & Alicia Rodríguez, 2011. "Offshoring of R&D: Looking abroad to improve innovation performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(3), pages 345-361, April.
    39. Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
    40. repec:bla:jindec:v:45:y:1997:i:3:p:341-58 is not listed on IDEAS
    41. 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.
    42. Joachim Wagner, 2016. "International Trade and Firm Performance: A Survey of Empirical Studies since 2006," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 2, pages 43-87, World Scientific Publishing Co. Pte. Ltd..
    43. Patel, Pari & Pavitt, Keith, 1997. "The technological competencies of the world's largest firms: Complex and path-dependent, but not much variety," Research Policy, Elsevier, vol. 26(2), pages 141-156, May.
    44. Nicholas S. Argyres & Brian S. Silverman, 2004. "R&D, organization structure, and the development of corporate technological knowledge," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 929-958, August.
    45. Florida, Richard, 1997. "The globalization of R&D: Results of a survey of foreign-affiliated R&D laboratories in the USA," Research Policy, Elsevier, vol. 26(1), pages 85-103, March.
    46. 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.
    47. Arie Lewin & Silvia Massini & Carine Peeters, 2009. "Why are companies offshoring innovation the emerging global race for talent (Journal of International Business Studies (2009) 40 (901-925) DOI:10.1057/jibs.2008.92)," ULB Institutional Repository 2013/205625, ULB -- Universite Libre de Bruxelles.
    48. von Zedtwitz, Maximilian & Gassmann, Oliver, 2002. "Market versus technology drive in R&D internationalization: four different patterns of managing research and development," Research Policy, Elsevier, vol. 31(4), pages 569-588, May.
    49. Sumantra Ghoshal & Christopher A Bartlett, 1988. "Creation, Adoption and Diffusion of Innovations by Subsidiaries of Multinational Corporations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(3), pages 365-388, September.
    50. 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.
    51. Spyros Arvanitis & Heinz Hollenstein, 2011. "How do different drivers of R&D investment in foreign locations affect domestic firm performance? An analysis based on Swiss panel micro data," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(2), pages 605-640, April.
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