How firms grow: clustering as a dynamic model of internationalization

This paper provides a methodology for identifying the dynamics of international firm expansion, demonstrating systematic evidence of both ‘toe in the water’ and concentrated bursts of internationalization by US multinational enterprises. We use the methodology of statistical process control to analyze initial investments in host countries and develop a numerical measure of temporal clustering or bunching. Using this measure, we identify two distinct patterns of growth; whereas some firms cluster their investments over time, others do not cluster their investments. For firms that cluster, three types of clustering strategy are identified: concentrating, hibernating, and hybrid. Arguments based on internal firm architecture, experience, and learning are advanced to explain these findings.

[1]  James R. Evans,et al.  The management and control of quality , 1989 .

[2]  Silke Bender,et al.  The transfer of knowledge and the retention of expertise: the continuing need for global assignments , 2000, J. Knowl. Manag..

[3]  Peter J. Buckley,et al.  New Theories of International Business: Some Unresolved Issues , 1989 .

[4]  Thomas Horst.  Firm and Industry Determinants of the Decision to Invest Abroad: An Empirical Study , 1972 .

[5]  Bruce Kogut,et al.  Learning, or the Importance of being Inert: Country Imprinting and International Competition* , 1993 .

[6]  Gabriel Szulanski.  Exploring internal stickiness: Impediments to the transfer of best practice within the firm , 1996 .

[7]  M. Casson,et al.  The Organization of International Business , 1995 .

[8]  Rakesh B. Sambharya.  FOREIGN EXPERIENCE OF TOP MANAGEMENT TEAMS AND INTERNATIONAL DIVERSIFICATION STRATEGIES OF U.S. MULTINATIONAL CORPORATIONS , 1996 .

[9]  A. R. Crathorne,et al.  Economic Control of Quality of Manufactured Product. , 1933 .

[10]  L. E. Fouraker,et al.  Organizational Structure and the Multinational Strategy , 1968 .

[11]  B. Kogut,et al.  Technological capabilities and Japanese foreign direct investment in the United States , 1991 .

[12]  B. Kogut.  Joint ventures: Theoretical and empirical perspectives , 1988 .

[13]  Fred Collopy,et al.  Automatic Identification of Time Series Features for Rule-Based Forecasting , 2001 .

[14]  Frederick T. Knickerbocker.  Oligopolistic Reaction and Multinational Enterprise , 1973 .

[15]  B Kogut.  Theoretical and empirical perspectives , 1988 .

[16]  Mario C Zejan.  New Ventures of Acquisitions. The Choice of Swedish Multinational Enterprises , 1990 .

[17]  R. Vernon.  International investment and international trade in the product cycle , 1966 .

[18]  R. Vernon.  Sovereignty at bay: The multinational spread of U.S. enterprises , 1971 .

[19]  J. Hennart,et al.  A transaction costs theory of equity joint ventures , 1988 .

[20]  David J. Teece,et al.  Multinational Enterprise, Internal Governance, and Industrial Organization , 1985 .

[21]  B. Kogut,et al.  Knowledge of the firm and the evolutionary theory of the multinational corporation , 1993 .

[22]  Stephen Tallman,et al.  PRODUCT AND INTERNATIONAL DIVERSIFICATION AMONG JAPANESE MULTINATIONAL FIRMS , 2000 .

[23]  Jaeyong Song,et al.  Firm capabilities and technology ladders: sequential foreign direct investments of Japanese electronics firms in East Asia , 2002 .

[24]  S. Winter.  On Coase, Competence, and the Corporation , 1988 .

[25]  W. Davidson.  The Location of Foreign Direct Investment Activity: Country Characteristics and Experience Effects , 1980 .

[26]  J. Johanson,et al.  The Internationalization Process of the Firm—A Model of Knowledge Development and Increasing Foreign Market Commitments , 1977 .

[27]  Sea Jin Chang,et al.  The choice of entry mode in sequential foreign direct investment , 2001 .

[28]  Wallace E. Carroll,et al.  Determinants of transnational new product development capability: testing the influence of transferring and deploying tacit overseas knowledge , 2001 .

[29]  Yair Aharoni,et al.  The foreign investment decision process , 1966 .

[30]  J. Hennart,et al.  The transaction costs theory of joint ventures: an empirical study of Japanese subsidiaries in the united states , 1991 .

[31]  Benjamin Gomes-Casseres,et al.  Firm Ownership Preferences and Host Government Restrictions: An Integrated Approach , 1990 .

[32]  Louis T. Wells,et al.  Managing the multinational enterprise , 1972 .

[33]  Sidney G. Winter,et al.  The satisficing principle in capability learning , 2000 .

[34]  A. L. Calvet.  A Synthesis of Foreign Direct Investment Theories and Theories of the Multinational Firm , 1981 .

[35]  Robert B. Davis,et al.  Performance of the zone control chart , 1990 .

[36]  Rene Belderbos,et al.  Japanese Firms and the Decision to Invest Abroad: Business Groups and Regional Core Networks , 1996 .

[37]  Managing the multinational: Samuel Humes, Prentice Hall (International) (1993), 406 pp., £19.95 , 1996 .

[38]  Mira Wilkins,et al.  The Maturing of Multinational Enterprise: American Business Abroad from 1914 to 1970. , 1975 .

[39]  H. Gatignon,et al.  The multinational corporation's degree of control over foreign subsidiaries : an empirical test of a transaction cost explanation , 1988 .

[40]  J. Birkinshaw,et al.  Multinational Subsidiary Evolution: Capability and Charter Change in Foreign-Owned Subsidiary Companies , 1998 .

[41]  Peter J. Buckley,et al.  The internationalization of the firm , 1999 .

[42]  W. Davidson,et al.  Key Characteristics in the Choice of International Technology Transfer Mode , 1985 .

[43]  P. Buckley.  Problems and Developments in the Core Theory of International Business , 1990 .

[44]  Y. Doz.  Strategic Management in Multinational Companies , 1986 .

[45]  E. Graham.  Oligopolistic imitation and European direct investment in the United States , 1974 .

[46]  J. Hennart,et al.  Location, governance, and strategic determinants of Japanese manufacturing investment in the United States , 1994 .

[47]  Andrew Delios,et al.  Uncertainty, Imitation, and Plant Location: Japanese Multinational Corporations, 1990‐1996 , 2001 .

[48]  C. Bartlett,et al.  Managing across Borders: The Transnational Solution , 1990 .

[49]  Joseph G. Voelkel,et al.  Guide to Quality Control , 1982 .

[50]  Jonathan L Calof,et al.  Adapting to foreign markets: Explaining internationalization , 1995 .

[51]  S. Hymer,et al.  The International Operations of National Firms: A Study of Direct Foreign Investment , 1976 .

[52]  Edward B. Flowers.  Oligopolistic Reactions in European and Canadian Direct Investment in the United States , 1976 .

[53]  Stephen J. Kobrin,et al.  The Environmental Determinants of Foreign Direct Manufacturing Investment: An Ex Post Empirical Analysis , 1976 .

[54]  Srilata Zaheer.  Overcoming the Liability of Foreignness , 1995 .

[55]  I. Nonaka.  A Dynamic Theory of Organizational Knowledge Creation , 1994 .

[56]  H. Barkema,et al.  Pace, rhythm and scope: Process dependence in building a profitable multinational corporation , 2002 .

[57]  Stephen Nicholas,et al.  Agency Contracts, Institutional Modes, and the Transition to Foreign Direct Investment by British Manufacturing Multinationals Before 1939 , 1983, The Journal of Economic History.

[58]  John McGee,et al.  A LONGITUDINAL STUDY OF THE COMPETITIVE POSITIONS AND ENTRY PATHS OF EUROPEAN FIRMS IN THE U.S. PHARMACEUTICAL MARKET , 1996 .

[59]  P. Rosenzweig,et al.  Industry and Regional Patterns in Sequential Foreign Market Entry , 1998 .

[60]  Roberts Hv,et al.  Using personal checklists to facilitate TQM. , 1994 .

[61]  L. Welch,et al.  Internationalization: Evolution of a Concept , 1988 .

[62]  Anand Swaminathan,et al.  Organizational Evolution in the interorganizational Environment: Incentives and Constraints on International Expansion Strategy , 1998 .

[63]  Annette L. Ranft,et al.  Organizational Learning About New International Markets: Exploring the Internal Transfer of Local Market Knowledge , 2000 .

[64]  William H. Davidson,et al.  International Technology Transactions and the Theory of the Firm , 1984 .

[65]  Igor H.Ansoff.  Strategic Management , 1979 .

[66]  Philip M. Marcus,et al.  The Visible Hand: The Managerial Revolution in American Business , 1979 .

[67]  L. Franko.  Use of Minority and 50–50 Joint Ventures by United States Multinationals During the 1970s: The Interaction of Host Country Policies Corporate Strategies , 1989 .

[68]  B. Wilson.  The Propensity of Multinational Companies to Expand Through Acquisitions , 1980 .

[69]  Kiyohiko Ito,et al.  Oligopolistic Reaction and Foreign Direct Investment: The Case of the U.S. Tire and Textiles Industries , 1988 .

[70]  M. Hitt,et al.  Culture, institutions and international strategy , 2006 .

[71]  Sea Jin Chang,et al.  International Expansion Strategy of Japanese Firms: Capability Building through Sequential Entry , 1995 .