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Geographic dispersion and co-location in global R&D portfolios: Consequences for firm performance

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  • Kafouros, Mario
  • Wang, Chengqi
  • Mavroudi, Eva
  • Hong, Junjie
  • Katsikeas, Constantine S.

Abstract

We examine how the ways in which firms geographically configure their global portfolios of R&D units influence the effectiveness of firms’ own R&D investments and of external technical knowledge in enhancing firm performance. Our analysis indicates that the strength of these effects depends on the extent to which firms spread their R&D units across countries (geographic dispersion of R&D) and the extent to which firms establish multiple R&D units within each country (co-location of R&D). We show that geographic dispersion and co-location are associated with distinct value creation and value capture mechanisms and in turn lead to different performance outcomes. Although geographic dispersion enhances the effects of a firm’s own R&D on its performance, R&D co-location limits such effects. These relationships are reversed when we consider the effects of external technical knowledge on firm performance. R&D co-location, rather than geographic dispersion, is what renders the exploitation of external knowledge more effective in enhancing firm performance. Our results suggest that future research should shift its focus from the degree of R&D globalization to how a portfolio is globalized and geographically structured.

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  • 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.
    • Handle: RePEc:eee:respol:v:47:y:2018:i:7:p:1243-1255
    DOI: 10.1016/j.respol.2018.04.010
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    as
    1. Linda Allen & Christos Pantzalis, 1996. "Valuation of the operating Flexibility of Multinational Corporations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(4), pages 633-653, December.
    2. Zvi Griliches, 1989. "Patents: Recent Trends and Puzzles," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 20(1989 Micr), pages 291-330.
    3. Giovanni Dosi & Luigi Marengo & Corrado Pasquali, 2010. "How Much Should Society Fuel the Greed of Innovators? On the Relations between Appropriability, Opportunities and Rates of Innovation," Chapters, in: Riccardo Viale & Henry Etzkowitz (ed.), The Capitalization of Knowledge, chapter 4, Edward Elgar Publishing.
    4. Christine Greenhalgh & Mark Rogers, 2007. "The value of intellectual property rights to firms and society," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(4), pages 541-567, Winter.
    5. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    6. 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.
    7. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    8. Klevorick, Alvin K. & Levin, Richard C. & Nelson, Richard R. & Winter, Sidney G., 1995. "On the sources and significance of interindustry differences in technological opportunities," Research Policy, Elsevier, vol. 24(2), pages 185-205, March.
    9. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    10. 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.
    11. 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.
    12. John Cantwell & Rajneesh Narula, 2001. "The Eclectic Paradigm in the Global Economy," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(2), pages 155-172.
    13. Heechun Kim & Robert E. Hoskisson & Seung-Hyun Lee, 2015. "Why strategic factor markets matter: “New” multinationals' geographic diversification and firm profitability," Strategic Management Journal, Wiley Blackwell, vol. 36(4), pages 518-536, April.
    14. Kafouros, Mario I. & Buckley, Peter J., 2008. "Under what conditions do firms benefit from the research efforts of other organizations?," Research Policy, Elsevier, vol. 37(2), pages 225-239, March.
    15. Masaaki Kotabe & Srini S Srinivasan & Preet S Aulakh, 2002. "Multinationality and Firm Performance: The Moderating Role of R&D and Marketing Capabilities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(1), pages 79-97, March.
    16. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    17. James D. Adams & Adam B. Jaffe, 1996. "Bounding the Effects of R&D: An Investigation Using Matched Establishment-Firm Data," RAND Journal of Economics, The RAND Corporation, vol. 27(4), pages 700-721, Winter.
    18. 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.
    19. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    20. Susan E Feinberg & Sumit K Majumdar, 2001. "Technology Spillovers from Foreign Direct Investment in the Indian Pharmaceutical Industry," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 421-437, September.
    21. 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.
    22. Shimizutani, Satoshi & Todo, Yasuyuki, 2008. "What determines overseas R&D activities? The case of Japanese multinational firms," Research Policy, Elsevier, vol. 37(3), pages 530-544, April.
    23. Jiang, Guoliang F. & Holburn, Guy L.F. & Beamish, Paul W., 2016. "The spatial structure of foreign subsidiaries and MNE expansion strategy," Journal of World Business, Elsevier, vol. 51(3), pages 438-450.
    24. Andersson, Ulf & Dasí, Àngels & Mudambi, Ram & Pedersen, Torben, 2016. "Technology, innovation and knowledge: The importance of ideas and international connectivity," Journal of World Business, Elsevier, vol. 51(1), pages 153-162.
    25. Jane W. Lu & Paul W. Beamish, 2001. "The internationalization and performance of SMEs," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 565-586, June.
    26. Kumar, Nagesh, 2001. "Determinants of location of overseas R&D activity of multinational enterprises: the case of US and Japanese corporations1," Research Policy, Elsevier, vol. 30(1), pages 159-174, January.
    27. Minyoung Kim, 2016. "Geographic scope, isolating mechanisms, and value appropriation," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 695-713, 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. Roberto S. Vassolo & Jaideep Anand & Timothy B. Folta, 2004. "Non‐additivity in portfolios of exploration activities: a real options‐based analysis of equity alliances in biotechnology," Strategic Management Journal, Wiley Blackwell, vol. 25(11), pages 1045-1061, November.
    30. Piening, Erk P. & Salge, Torsten Oliver & Schäfer, Sebastian, 2016. "Innovating across boundaries: A portfolio perspective on innovation partnerships of multinational corporations," Journal of World Business, Elsevier, vol. 51(3), pages 474-485.
    31. Masaaki Kotabe & Denise Dunlap-Hinkler & Ronaldo Parente & Harsh A Mishra, 2007. "Determinants of cross-national knowledge transfer and its effect on firm innovation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(2), pages 259-282, March.
    32. Minyuan Zhao, 2006. "Conducting R& D in Countries with Weak Intellectual Property Rights Protection," Management Science, INFORMS, vol. 52(8), pages 1185-1199, August.
    33. Shantanu Dutta & Om Narasimhan & Surendra Rajiv, 2005. "Conceptualizing and measuring capabilities: methodology and empirical application," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 277-285, March.
    34. 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.
    35. Anthony Goerzen & Paul W. Beamish, 2003. "Geographic scope and multinational enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 24(13), pages 1289-1306, December.
    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. 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.
    38. Charles Y. Tang & Surinder Tikoo, 1999. "Operational flexibility and market valuation of earnings," Strategic Management Journal, Wiley Blackwell, vol. 20(8), pages 749-761, August.
    39. Christine Greenhalgh & Mark Rogers, 2007. "The Value of Intellectual Property Rights to Firms," Economics Series Working Papers 319, University of Oxford, Department of Economics.
    40. Goto, Akira & Suzuki, Kazuyuki, 1989. "R&D Capital, Rate of Return on R&D Investment and Spillover of R&D in Japanese Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 555-564, November.
    41. 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.
    42. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2017. "What promotes R&D? Comparative evidence from around the world," Research Policy, Elsevier, vol. 46(2), pages 447-462.
    43. Russell Thomson, 2009. "Tax Policy and the Globalisation of R&D," Departmental Working Papers 2009-03, The Australian National University, Arndt-Corden Department of Economics.
    44. Cantwell, John & Piscitello, Lucia, 2000. "Accumulating Technological Competence: Its Changing Impact on Corporate Diversification and Internationalization," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(1), pages 21-51, March.
    45. Xiaming Liu & Chengang Wang & Yingqi Wei, 2009. "Do local manufacturing firms benefit from transactional linkages with multinational enterprises in China?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1113-1130, September.
    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. Jaideep Anand & Laurence Capron & Will Mitchell, 2005. "Using acquisitions to access multinational diversity: thinking beyond the domestic versus cross-border M&A comparison," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(2), pages 191-224, April.
    48. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    49. Julian Birkinshaw & Mats Lingblad, 2005. "Intrafirm Competition and Charter Evolution in the Multibusiness Firm," Organization Science, INFORMS, vol. 16(6), pages 674-686, December.
    50. Andrew Delios & Paul W. Beamish, 1999. "Geographic scope, product diversification, and the corporate performance of Japanese firms," Strategic Management Journal, Wiley Blackwell, vol. 20(8), pages 711-727, August.
    51. 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.
    52. Zhuo (June) Cheng & Barrie R. Nault, 2007. "Industry Level Supplier-Driven IT Spillovers," Management Science, INFORMS, vol. 53(8), pages 1199-1216, August.
    53. 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.
    54. 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.
    55. Stephen Tallman & Anupama Phene, 2007. "Leveraging Knowledge Across Geographic Boundaries," Organization Science, INFORMS, vol. 18(2), pages 252-260, April.
    56. James H. Love & Stephen Roper & Priit Vahter, 2014. "Learning from openness: The dynamics of breadth in external innovation linkages," Strategic Management Journal, Wiley Blackwell, vol. 35(11), pages 1703-1716, November.
    57. Richard Makadok & Jay B. Barney, 2001. "Strategic Factor Market Intelligence: An Application of Information Economics to Strategy Formulation and Competitor Intelligence," Management Science, INFORMS, vol. 47(12), pages 1621-1638, December.
    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.
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