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International inventor teams and technological variety in multinational enterprises

Author

Listed:
  • Giacomo Damioli

    (University of Bremen
    University of Modena E Reggio Emilia)

  • Björn Jindra

    (University of Bremen
    Department of International Economics, Government and Business, Copenhagen Business School)

  • Annette Kristiansen

    (University of Bremen
    Federal Statistical Office of Germany)

Abstract

This study investigates the relationship between international inventor teams and the technological variety of multinational enterprises. We frame this relationship conceptually by considering two possible attributes of diversity in international inventor teams: cultural differences and heterogeneous knowledge. We employ a dataset for 454 multinational enterprises with 71,126 subsidiaries across 185 countries that applied for 139,066 priority patents during the period 2007–2014. Fixed-effects panel estimations indicate that international inventor teams are positively associated with both related and unrelated technological variety at the level of the MNE. Such relationships display diminishing marginal returns, pointing to management and coordination costs reducing the benefits from international inventor teams. In addition, we find that MNEs with higher technological innovation capability deal with the additional complexity from managing and coordinating international inventor teams by consolidating technological variety.

Suggested Citation

  • Giacomo Damioli & Björn Jindra & Annette Kristiansen, 2024. "International inventor teams and technological variety in multinational enterprises," The Journal of Technology Transfer, Springer, vol. 49(5), pages 1660-1695, October.
  • Handle: RePEc:kap:jtecht:v:49:y:2024:i:5:d:10.1007_s10961-023-10052-8
    DOI: 10.1007/s10961-023-10052-8
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    1. 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.
    2. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    3. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    4. Aarstad, Jarle & Kvitastein, Olav A. & Jakobsen, Stig-Erik, 2016. "Related and unrelated variety as regional drivers of enterprise productivity and innovation: A multilevel study," Research Policy, Elsevier, vol. 45(4), pages 844-856.
    5. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    6. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    7. Archibugi, Daniele & Pianta, Mario, 1992. "Specialization and size of technological activities in industrial countries: The analysis of patent data," Research Policy, Elsevier, vol. 21(1), pages 79-93, February.
    8. Archibugi, Daniele & Filippetti, Andrea & Frenz, Marion, 2013. "Economic crisis and innovation: Is destruction prevailing over accumulation?," Research Policy, Elsevier, vol. 42(2), pages 303-314.
    9. Sujin Jang, 2017. "Cultural Brokerage and Creative Performance in Multicultural Teams," Organization Science, INFORMS, vol. 28(6), pages 993-1009, December.
    10. Enderwick, Peter & Buckley, Peter J., 2021. "The role of springboarding in economic catch-up: A theoretical perspective," Journal of International Management, Elsevier, vol. 27(3).
    11. Paul Almeida & Jaeyong Song & Robert M. Grant, 2002. "Are Firms Superior to Alliances and Markets? An Empirical Test of Cross-Border Knowledge Building," Organization Science, INFORMS, vol. 13(2), pages 147-161, April.
    12. Grazia Cecere & Muge Ozman, 2014. "Technological diversity and inventor networks," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(2), pages 161-178, March.
    13. John Cantwell & Lucia Piscitello, 2014. "Historical changes in the determinants of the composition of innovative activity in MNC subunits," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(3), pages 633-660.
    14. Ernest Miguelez & Andrea Morrison, 2023. "Migrant inventors as agents of technological change," The Journal of Technology Transfer, Springer, vol. 48(2), pages 669-692, April.
    15. Olsson, Ola & Frey, Bruno S, 2002. "Entrepreneurship as Recombinant Growth," Small Business Economics, Springer, vol. 19(2), pages 69-80, September.
    16. 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.
    17. Scott,John T., 2005. "Purposive Diversification and Economic Performance," Cambridge Books, Cambridge University Press, number 9780521022583, January.
    18. Anis Khedhaouria & Arshad Jamal, 2015. "Sourcing knowledge for innovation: knowledge reuse and creation in project teams," Post-Print hal-02011111, HAL.
    19. Pavitt, Keith, 1998. "Technologies, Products and Organization in the Innovating Firm: What Adam Smith Tells Us and Joseph Schumpeter Doesn't," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 7(3), pages 433-452, September.
    20. Giovanni Dosi, 2000. "Opportunities, Incentives and the Collective Patterns of Technological Change," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 4, pages 145-162, Edward Elgar Publishing.
    21. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    22. Sari Pekkala Kerr & William R. Kerr, 2018. "Global Collaborative Patents," Economic Journal, Royal Economic Society, vol. 128(612), pages 235-272, July.
    23. Carolina Castaldi & Koen Frenken & Bart Los, 2015. "Related Variety, Unrelated Variety and Technological Breakthroughs: An analysis of US State-Level Patenting," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 767-781, May.
    24. Solheim, Marte C.W. & Boschma, Ron & Herstad, Sverre J., 2020. "Collected worker experiences and the novelty content of innovation," Research Policy, Elsevier, vol. 49(1).
    25. Castellani, Davide & Perri, Alessandra & Scalera, Vittoria G., 2022. "Knowledge integration in multinational enterprises: The role of inventors crossing national and organizational boundaries," Journal of World Business, Elsevier, vol. 57(3).
    26. 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.
    27. van den Bergh, Jeroen C.J.M., 2008. "Optimal diversity: Increasing returns versus recombinant innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 565-580, December.
    28. Bronwyn Hall & Christian Helmers & Mark Rogers & Vania Sena, 2014. "The Choice between Formal and Informal Intellectual Property: A Review," Journal of Economic Literature, American Economic Association, vol. 52(2), pages 375-423, June.
    29. Dirk Fornahl & Tom Broekel & Ron Boschma, 2011. "What drives patent performance of German biotech firms? The impact of R&D subsidies, knowledge networks and their location," Papers in Regional Science, Wiley Blackwell, vol. 90(2), pages 395-418, June.
    30. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    31. John Cantwell & Birgitte Andersen, 1996. "A Statistical Analysis of Corporate Technological Leadership Historically," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 4(3), pages 211-234.
    32. Grid Thoma & Salvatore Torrisi & Alfonso Gambardella & Dominique Guellec & Bronwyn H. Hall & Dietmar Harhoff, 2010. "Harmonizing and Combining Large Datasets - An Application to Firm-Level Patent and Accounting Data," NBER Working Papers 15851, National Bureau of Economic Research, Inc.
    33. De Beule, Filip & Van Beveren, Ilke, 2019. "Sources of open innovation in foreign subsidiaries: An enriched typology," International Business Review, Elsevier, vol. 28(1), pages 135-147.
    34. David J. Teece & Richard Rumelt & Giovanni Dosi & Sidney Winter, 2000. "Understanding Corporate Coherence: Theory and Evidence," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 9, pages 264-293, Edward Elgar Publishing.
    35. Julie Juan Li & Laura Poppo & Kevin Zheng Zhou, 2010. "Relational mechanisms, formal contracts, and local knowledge acquisition by international subsidiaries," Strategic Management Journal, Wiley Blackwell, vol. 31(4), pages 349-370, April.
    36. John Cantwell, 2009. "Location and the multinational enterprise," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(1), pages 35-41, January.
    37. Alessandra Colombelli & Jackie Krafft & Francesco Quatraro, 2014. "High-growth firms and technological knowledge: do gazelles follow exploration or exploitation strategies? -super-1," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 261-291, February.
    38. Tony S. Frost, 2001. "The geographic sources of foreign subsidiaries' innovations," Strategic Management Journal, Wiley Blackwell, vol. 22(2), pages 101-123, February.
    39. 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.
    40. Lee Fleming, 2002. "Finding the organizational sources of technological breakthroughs: the story of Hewlett-Packard's thermal ink-jet," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(5), pages 1059-1084, November.
    41. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    42. 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.
    43. Eunkwang Seo & Hyo Kang & Jaeyong Song, 2020. "Blending talents for innovation: Team composition for cross-border R&D collaboration within multinational corporations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(5), pages 851-885, July.
    44. Suzuki, Jun & Kodama, Fumio, 2004. "Technological diversity of persistent innovators in Japan: Two case studies of large Japanese firms," Research Policy, Elsevier, vol. 33(3), pages 531-549, April.
    45. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    46. Heather Berry, 2018. "The Influence of Multiple Knowledge Networks on Innovation in Foreign Operations," Organization Science, INFORMS, vol. 29(5), pages 855-872, October.
    47. Cantwell, John & Vertova, Giovanna, 2004. "Historical evolution of technological diversification," Research Policy, Elsevier, vol. 33(3), pages 511-529, April.
    48. 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.
    49. Katrin Hussinger, 2006. "Is Silence Golden? Patents Versus Secrecy At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(8), pages 735-752.
    50. 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.
    51. Claudia Capozza & Sergio Salomone & Ernesto Somma, 2020. "Micro-econometric analysis of innovative start-ups: the role of firm-specific factors and industry context in innovation propensity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(4), pages 935-957.
    52. Inge Ivarsson & Claes Alvstam & Jan-Erik Vahlne, 2017. "Global technology development by colocating R&D and manufacturing: the case of Swedish manufacturing MNEs," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(1), pages 149-168.
    53. Gautam Ahuja & Riitta Katila, 2001. "Technological acquisitions and the innovation performance of acquiring firms: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 22(3), pages 197-220, March.
    54. Alex Coad & Sara Amoroso & Nicola Grassano, 2017. "Diversity in one dimension alongside greater similarity in others: evidence from FP7 cooperative research teams," The Journal of Technology Transfer, Springer, vol. 42(5), pages 1170-1183, October.
    55. Quintana-Garci­a, Cristina & Benavides-Velasco, Carlos A., 2008. "Innovative competence, exploration and exploitation: The influence of technological diversification," Research Policy, Elsevier, vol. 37(3), pages 492-507, April.
    56. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    57. Felipe Monteiro & Julian Birkinshaw, 2017. "The external knowledge sourcing process in multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 38(2), pages 342-362, February.
    58. Max-Peter Menzel, 2015. "Interrelating Dynamic Proximities by Bridging, Reducing and Producing Distances," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1892-1907, November.
    59. Arthur, W. Brian, 2007. "The structure of invention," Research Policy, Elsevier, vol. 36(2), pages 274-287, March.
    60. Brunetta, Federica & Marchegiani, Lucia & Peruffo, Enzo, 2020. "When birds of a feather don't flock together: Diversity and innovation outcomes in international R&D collaborations," Journal of Business Research, Elsevier, vol. 114(C), pages 436-445.
    61. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence of the Knowledge Base and the Firms’ Innovative Performance. Evidence from the Bio-Pharmaceutical Industry," SciencePo Working papers Main hal-03417696, HAL.
    62. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence Of The Knowledge Base And The Firm'S Innovative Performance: Evidence From The U.S. Pharmaceutical Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 53(1), pages 123-142, March.
    63. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    64. Peter N. Gal, 2013. "Measuring Total Factor Productivity at the Firm Level using OECD-ORBIS," OECD Economics Department Working Papers 1049, OECD Publishing.
    65. Vaccaro, Antonino & Veloso, Francisco & Brusoni, Stefano, 2009. "The impact of virtual technologies on knowledge-based processes: An empirical study," Research Policy, Elsevier, vol. 38(8), pages 1278-1287, October.
    66. Cantwell, John, 1995. "The Globalisation of Technology: What Remains of the Product Cycle Model?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 155-174, February.
    67. Günter K Stahl & Martha L Maznevski & Andreas Voigt & Karsten Jonsen, 2010. "Unraveling the effects of cultural diversity in teams: A meta-analysis of research on multicultural work groups," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(4), pages 690-709, May.
    68. John Cantwell, 2014. "Revisiting international business theory: A capabilities-based theory of the MNE," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 45(1), pages 1-7, January.
    69. Lucia Piscitello, 2004. "Corporate diversification, coherence and economic performance," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(5), pages 757-787, October.
    70. Piscitello, Lucia, 2000. "Relatedness and coherence in technological and product diversification of the world's largest firms," Structural Change and Economic Dynamics, Elsevier, vol. 11(3), pages 295-315, September.
    71. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
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    More about this item

    Keywords

    Multinational enterprise; Inventor team; Technological variety; Knowledge sourcing; Knowledge recombination;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

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