Abstract
Subsidiaries of multinational firms play an important role in the globalization of innovation, yet we have an incomplete idea of the influences on their innovative activity. Drawing on prior research in international business and strategy, we identify two sets of factors that influence the absorption and utilization of knowledge in multinational corporation subsidiaries: (a) the range of external and internal knowledge sources available; and (b) the subsidiary capabilities associated with knowledge absorption and utilization. We find that knowledge absorbed from the host country is useful to subsidiary innovation. We also find support for the role of subsidiary capabilities: both sourcing capability and combinative capability have a significant influence on the scale and quality of innovation.
Similar content being viewed by others
Notes
MNC subsidiaries can assimilate knowledge from a set of six exhaustive and mutually exclusive sources: the subsidiary itself (i.e., utilizing own knowledge), MNC headquarters, other MNC subsidiaries, other firms in the host country, other firms in the home country, and other firms in other countries. Our theoretical arguments focus on a few of these sources since they have been deemed to be important; however, we control for the effects of all six sources.
We use the term “host country” to reflect the country where the subsidiary is located; “home country” refers to the country where MNC headquarters are located. This is in line with convention in the subsidiary literature (Almeida & Phene, 2004; Frost, 2001; Kuemmerle, 1999).
While we focus on knowledge assimilated from these three sources, our empirical analysis includes all six sources.
Although it is the subsidiaries that demonstrate differentiation and diversity, the HQ is also expected to play a role in channeling knowledge to the appropriate subsidiary in the absence of lateral linkages between the subsidiaries.
We thank the editor for this suggestion.
The six semiconductor firms represented in our sample are AT&T, Intel, Motorola, National Semiconductor, Rockwell Semiconductor and Texas Instruments.
The US patent system classifies patents into broad technology classes that do not map easily onto SIC codes. There are approximately 400 broad technology classes at the three-digit level. Our discussion with patent examiners indicated that 20 broad technology classes, encompassing hundreds of nine-digit technology classes, covered the entire spectrum of semiconductor knowledge and contributed to 95% of the innovatory activity in the semiconductor industry. Thus scale of subsidiary innovation measures the number of patents filed by the subsidiary in these 20 classes in a particular year.
Typically, five years is the duration of a product life cycle in the semiconductor industry (Stuart & Podolny, 1996), and therefore allowing for a 6-year period for citations should provide an accurate reflection of the importance of the patent.
We used the integer value of this variable (e.g., if this variable had a value of 7.71, it was rounded up to 8) in order to use the negative binomial regression and facilitate comparisons with the model for scale of innovation. We also computed an alternative measure of quality as a pure count of total cites (rather than the average), and ran our regressions with the alternative measure. Our findings were robust across both measures.
We compared assignee names on the subsidiary patent and the cited patent to ensure that they belonged to the same firm.
The country of MNC headquarters in our sample was the US, since our sample consists only of US semiconductor firms.
This eliminates citations to MNC headquarters that are considered separately and self-citations by the subsidiary that are discussed in the controls.
We are grateful to an anonymous reviewer for suggesting this approach.
We would have preferred to use subsidiary-level R&D intensity and contacted the firms in our sample for information on subsidiary R&D expenditure and sales. However, they were unwilling to disclose this information.
Thanks to a reviewer for pointing this out.
We thank the editor for this suggestion.
References
Albert, M., Avery, D., Narin, F., & McAllister, P. 1991. Direct validation of citation counts as indicators of industrially important patents. Research Policy, 20 (3): 251–259.
Almeida, P. 1996. Knowledge sourcing by foreign multinationals: Patent citation analysis in the US semiconductor industry. Strategic Management Journal, 17 (Winter Special Issue): 155–165.
Almeida, P., & Kogut, B. 1999. The localization of knowledge and the mobility of engineers in regional networks. Management Science, 45 (7): 905–917.
Almeida, P., & Phene, A. 2004. Subsidiaries and knowledge creation: The influence of the MNC and host country on innovation. Strategic Management Journal, 25 (8–9): 847–864.
Almeida, P., Grant, R., & Song, J. 1998. The role of international corporations in cross border knowledge transfer in the semiconductor industry. In M. Hitt, J. Ricart-Costa & R. Nixon (Eds), Managing strategically in an interconnected world: 119–148. Chichester: John Wiley & Sons.
Ambos, B., & Chini, T. 2005. Capabilities, cultural distance and the effectiveness of knowledge flows within the MNC. Academy of Management Proceedings: J1–J6.
Andersson, U., Forsgren, M., & Holm, U. 2002. The strategic impact of external networks: Subsidiary performance and competence development in the multinational corporation. Strategic Management Journal, 23 (11): 979–997.
Barney, J. 1991. Firm resources and sustained competitive advantage. Journal of Management, 17 (1): 99–120.
Bartlett, C., & Ghoshal, S. 1989. Managing across borders: The transnational solution. Boston, MA: Harvard Business School Press.
Birkinshaw, J. 1996. How multinational subsidiary mandates are gained and lost. Journal of International Business Studies, 27 (3): 467–495.
Birkinshaw, J., & Hood, N. 2000. Characteristics of foreign subsidiaries in industry clusters. Journal of International Business Studies, 31 (1): 141–154.
Birkinshaw, J., & Morrison, A. 1995. Configurations of strategy and structure in subsidiaries of multinational corporations. Journal of International Business Studies, 26 (4): 729–753.
Birkinshaw, J., Hood, N., & Jonsson, S. 1998. Building firm-specific advantages in multinational corporations: The role of subsidiary initiative. Strategic Management Journal, 19 (3): 221–242.
Cantwell, J. 1989. Technological innovation and multinational corporations. Oxford: Basil Blackwell.
Chandler Jr, A. D. 1990. Scale and scope: The dynamics of industrial capitalism. Cambridge, MA: Harvard University Press.
Cohen, W., & Klepper, S. 1996. Firm size and the nature of innovation within industries: The case of process and product R&D. Review of Economics and Statistics, 78 (2): 232–244.
Cohen, W., & Levinthal, D. 1989. Innovation and learning: The two faces of R&D. The Economic Journal, 99 (397): 569–596.
Cohen, W., & Levinthal, D. 1990. Absorptive capacity: A new perspective on learning and innovation. Administrative Science Quarterly, 35 (1): 128–152.
Dunning, J. 1994. Multinational enterprises and the globalization of innovatory capacity. Research Policy, 23 (1): 67–89.
Dyer, J., & Nobeoka, K. 2000. Creating and managing a high performance knowledge sharing network: The Toyota case. Strategic Management Journal, 21 (3): 345–367.
Dyer, J., & Singh, H. 1998. The relational view: Cooperative strategy and sources of interorganizational competitive advantage. Academy of Management Review, 23 (4): 660–679.
Feinberg, S. 2000. Do world product mandates really matter? Journal of International Business Studies, 31 (1): 155–167.
Frost, T. 2001. The geographic sources of foreign subsidiaries’ innovations. Strategic Management Journal, 22 (2): 101–123.
Frost, T., & Zhou, C. 2005. R&D co-practice and ‘reverse’ knowledge integration in multinational firms. Journal of International Business Studies, 36 (6): 676–687.
Frost, T., Birkinshaw, J., & Ensign, P. 2002. Centers of excellence in multinational corporations. Strategic Management Journal, 23 (11): 997–1019.
Ghoshal, S., & Bartlett, C. 1994. Linking organizational context and managerial action: The dimensions of quality of management. Strategic Management Journal, 15 (5): 91–112.
Ghoshal, S., & Nohria, N. 1989. Internal differentiation within multinational corporations. Strategic Management Journal, 10 (4): 323–337.
Ghoshal, S., Korine, H., & Szulanski, G. 1994. Interunit communication in multinational corporations. Management Science, 40 (1): 96–110.
Gittelman, M., & Kogut, B. 2003. Does good science lead to valuable knowledge? Biotechnology firms and the evolutionary logic of patent citations. Management Science, 49 (4): 366–395.
Graham, M. 1985. Industrial research in the age of big science. In R. Rosenbloom (Ed.), Research on technological innovation, management and policy, Vol. 2: 47–49. Greenwich, CT: JAI Press.
Grant, R. M. 1996. Prospering in dynamically-competitive environments: Organizational capability as knowledge integration. Organization Science, 7 (4): 375–387.
Gulati, R. 1999. Network location and learning: The influence of network resources and firm capabilities on alliance formation. Strategic Management Journal, 20 (5): 397–420.
Gulati, R., Nohria, N., & Zaheer, A. 2000. Strategic networks. Strategic Management Journal, 21 (3): 203–215.
Gupta, A., & Govindrajan, V. 1991. Knowledge flows and the structure of control within multinational corporations. Academy of Management Review, 16 (4): 768–793.
Gupta, A., & Govindrajan, V. 2000. Knowledge flows within multinational corporations. Strategic Management Journal, 21 (4): 473–497.
Hall, B., Griliches, Z., & Hausman, J. 1986. Patents and R&D: Is there a lag? International Economic Review, 27 (2): 265–283.
Hansen, M. 1999. The search-transfer problem: The role of weak ties in sharing knowledge across organization subunits. Administrative Science Quarterly, 44 (1): 82–111.
Hansen, M., & Lovas, B. 2004. How do multinational companies leverage technological competencies? Moving from single to interdependent explanations. Strategic Management Journal, 25 (8–9): 801–822.
Hansen, M., Mors, M., & Lovas, B. 2005. Knowledge sharing in organizations: Multiple networks, multiple phases. Academy of Management Journal, 48 (5): 776–793.
Hausman, J., Hall, B., & Griliches, Z. 1984. Econometric models for count data with an application to the patents–R&D relationship. Econometrica, 52 (4): 909–938.
Hedlund, G. 1994. A model of knowledge management and the N-form corporation. Strategic Management Journal, 15 (5): 73–90.
Henderson, R., & Clark, K. 1992. Architectural innovation: The reconfiguration of existing product technologies and the failure of established firms. Administrative Science Quarterly, 35 (1): 9–30.
Henderson, R., & Cockburn, I. 1996. Scale, scope and spillovers: The determinants of research productivity in drug discovery. Rand Journal of Economics, 27 (1): 32–59.
Hofstede, G. 1984. Culture's consequences: International differences in work related values. Beverly Hills, CA: Sage.
Inkpen, A., & Dinur, A. 1998. Knowledge management processes and international joint ventures. Organization Science, 9 (4): 454–468.
Jaffe, A., Fogarty, M., & Banks, B. 1998. Evidence from patents and patent citations on the impact of NASA and other federal labs on commercial innovation. Journal of Industrial Economics, 46 (2): 183–205.
Jaffe, A., Trajtenberg, M., & Henderson, R. 1993. Geographic localization of knowledge spillovers as evidenced by patent citations. Quarterly Journal of Economics, 108 (3): 577–598.
Kogut, B., & Chang, S. 1991. Technological capabilities and Japanese foreign direct investment in the United States. The Review of Economics and Statistics, 73 (3): 401–413.
Kogut, B., & Singh, H. 1988. The effect of national culture on the choice of entry mode. Journal of International Business Studies, 19 (3): 411–432.
Kogut, B., & Zander, U. 1992. Knowledge of the firm, combinative capabilities and the replication of technology. Organization Science, 3 (3): 383–396.
Kogut, B., & Zander, U. 1993. Knowledge of the firm and the evolutionary theory of the corporation. Journal of International Business Studies, 24 (4): 625–645.
Kotabe, M., Dunlap-Hinkler, D., Parente, R., & Mishra, H. 2007. Determinants of cross-national knowledge transfer and its effect on firm innovation. Journal of International Business Studies, 38 (2): 259–282.
Kuemmerle, W. 1999. The drivers of foreign direct investment into research and development: An empirical investigation. Journal of International Business Studies, 30 (1): 1–24.
Lane, P., & Lubatkin, M. 1998. Relative absorptive capacity and interorganizational learning. Strategic Management Journal, 19 (5): 461–477.
Lane, P., Koka, B., & Pathak, S. 2006. The reification of absorptive capacity: A critical review and rejuvenation of the construct. Academy of Management Review, 31 (4): 833–863.
Lane, P., Salk, J., & Lyles, M. 2001. Absorptive capacity, learning, and performance in international joint ventures. Strategic Management Journal, 22 (12): 1139–1161.
Lenox, M., & King, A. 2004. Prospects for developing absorptive capacity through internal information provision. Strategic Management Journal, 25 (4): 331–345.
Lorenzoni, G., & Lipparini, A. 1999. The leveraging of interfirm relationships as a distinctive organizational capability: A longitudinal study. Strategic Management Journal, 20 (4): 317–338.
Martinez, J., & Jarillo, C. 1991. Coordination demands of international strategies. Journal of International Business Studies, 22 (3): 429–444.
Minbaeva, B., Pedersen, T., Björkman, I., Fey, C., & Park, H. 2003. MNC knowledge transfer, subsidiary absorptive capacity, and HRM. Journal of International Business Studies, 34 (6): 586–599.
Mowery, D., Oxley, J., & Silverman, B. 1996. Strategic alliances and interfirm knowledge transfer. Strategic Management Journal, 17 (Winter Special Issue): 77–91.
Mudambi, R., & Navarra, P. 2004. Is knowledge power? Knowledge flows, subsidiary power and rent seeking within MNCs. Journal of International Business Studies, 35 (5): 385–406.
Mueller, D. 1966. Patents, research and development and the measurement of inventive activity. Journal of Industrial Economics, 15 (1): 26–37.
Nelson, R., & Winter, S. 1982. The evolutionary theory of the firm. Cambridge, MA: Harvard University Press.
Nicholls-Nixon, C., & Woo, C. 2003. Technology sourcing and the output of established firms in a regime of encompassing technological change. Strategic Management Journal, 24 (7): 651–667.
Perlmutter, H. 1969. The tortuous evolution of the multinational corporation. Columbia Journal of World Business, 4 (1): 9–18.
Phene, A., & Almeida, P. 2003. How do firms evolve? The patterns of technological evolution in semiconductor subsidiaries. International Business Review, 12 (3): 349–367.
Porter, M. 1998. Clusters and the new economics of competition. Harvard Business Review, 76 (6): 77–90.
Rosenkopf, L., Metui, A., & George, V. 2002. From the bottom up? Technical committee activity and alliance formation. Administrative Science Quarterly, 46 (4): 748–775.
Rugman, A., & Verbeke, A. 2001. Subsidiary-specific advantages in multinational enterprises. Strategic Management Journal, 22 (3): 237–251.
Saxenian, A. 1994. Regional advantage. Cambridge, MA: Harvard University Press.
Schumpeter, J. A. 1934. The theory of economic development. Cambridge, MA: Harvard University Press.
Shan, W., & Song, J. 1997. Foreign direct investment and the sourcing of technological advantage: Evidence from the biotechnology industry. Journal of International Business Studies, 28 (2): 267–284.
Spencer, J. 2001. How relevant is university-based scientific research to private high technology firms? A United States-Japan comparison. Academy of Management Journal, 44 (2): 432–441.
Stopford, J., & Wells, L. 1972. Strategy and structure of the multinational enterprise. New York: Basic Books.
Stuart, T., & Podolny, J. 1996. Local search and the evolution of technological capabilities. Strategic Management Journal, 17 (7): 21–38.
Trajtenberg, M. 1990. A penny for your quotes. Rand Journal of Economics, 21 (1): 172–188.
Tsai, W. 2001. Knowledge transfer in intra-organizational networks. Academy of Management Journal, 44 (5): 996–1004.
Van den Bosch, F., Volberda, H., & Boer, M. 1999. Coevolution of firm absorptive capacity and knowledge environment. Organization Science, 10 (5): 551–569.
Venaik, S., Midgeley, D., & Devinney, T. 2005. Dual paths to performance: The impact of global pressures on MNC subsidiary conduct and performance. Journal of International Business Studies, 36 (5): 655–675.
Von Hippel, E. 1988. Sources of innovation. New York: Oxford University Press.
Westney, E., & Sakakibara, M. 1986. The role of Japan based R&D in global technological strategy. In M. Hurowitch (Ed.), Technology in the modern corporation: 217–232. London: Pergamon.
Zahra, S., & George, G. 2002. Absorptive capacity: A review, reconceptualization, and extension. Academy of Management Review, 27 (2): 185–203.
Zander, I., & Solvell, O. 2000. Cross-border innovation in the multinational corporation. International Studies of Management and Organization, 30 (2): 44–68.
Zenger, T., & Lawrence, B. 1989. Organizational demography: The differential effects of age and tenure distributions on technical communication. Academy of Management Journal, 32 (2): 353–377.
Zucker, L., & Darby, M. 1998. Geographically localized knowledge: Spillovers or markets? Economic Inquiry, 36 (1): 65–86.
Acknowledgements
Each author contributed equally to this paper. We thank Rob Grant, Elaine Romanelli and Steve Tallman for their suggestions and comments. We also acknowledge the insightful comments and suggestions of two JIBS reviewers and the guidance of the editor Arie Y Lewin. We are grateful to Peter Farkas for his research assistance. This project was supported through a grant from the R&D Fund of the McDonough School of Business, Georgetown University.
Author information
Authors and Affiliations
Corresponding author
Additional information
Accepted by Arie Y Lewin, Editor-in-Chief, 25 September 2007. This paper has been with the authors for three revisions.
Appendix
Appendix
See Table A.
Rights and permissions
About this article
Cite this article
Phene, A., Almeida, P. Innovation in multinational subsidiaries: The role of knowledge assimilation and subsidiary capabilities. J Int Bus Stud 39, 901–919 (2008). https://doi.org/10.1057/palgrave.jibs.8400383
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1057/palgrave.jibs.8400383