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Reproducing Knowledge: Replication Without Imitation at Moderate Complexity

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  • Jan W. Rivkin

    (Harvard Graduate School of Business Administration, Morgan Hall 239, Boston, Massachusetts 02163)

Abstract

The complexity of a firm's strategy affects both the ease with which the firm can replicate the strategy in a new setting and the ease with which rivals can imitate it. Simple strategies are as readily imitated as replicated, and highly intricate strategies resist imitation and replication equally. At moderate levels of complexity, however, a wedge develops between the ease of replication and the difficulty of imitation, so long as the replicator has better information than the imitator about the original success. An agent-based simulation model clarifies the structural reasons that this is so. The model also shows how the wedge-maximizing level of complexity varies with the replicator's informational edge over the imitator.The results help to pinpoint situations in which strategies requiring replication are likely to defy imitation and generate sustained competitive advantage. More generally, the analysis sheds light on the value of superior but imperfect information about good solutions to hard problems. Finally, the results suggest that a pattern long observed by organization scholars--that “loosely coupled organizations” are especially effective competitors--may arise for a very different reason than is normally posited.

Suggested Citation

  • Jan W. Rivkin, 2001. "Reproducing Knowledge: Replication Without Imitation at Moderate Complexity," Organization Science, INFORMS, vol. 12(3), pages 274-293, June.
  • Handle: RePEc:inm:ororsc:v:12:y:2001:i:3:p:274-293
    DOI: 10.1287/orsc.12.3.274.10106
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    as
    1. Susan Athey & Armin Schmutzler, 1995. "Product and Process Flexibility in an Innovative Environment," RAND Journal of Economics, The RAND Corporation, vol. 26(4), pages 557-574, Winter.
    2. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    3. Ghemawat, Pankaj & Caves, Richard E, 1986. "Capital Commitment and Profitability: An Empirical Investigation," Oxford Economic Papers, Oxford University Press, vol. 38(0), pages 94-110, Suppl. No.
    4. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    5. Lieberman, Marvin B, 1987. "Excess Capacity as a Barrier to Entry: An Empirical Appraisal," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 607-627, June.
    6. David J. Teece, 2008. "Technology Transfer By Multinational Firms: The Resource Cost Of Transferring Technological Know-How," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 1, pages 1-22, World Scientific Publishing Co. Pte. Ltd..
    7. Marvin B. Lieberman, 1987. "Postentry Investment and Market Structure in the Chemical Processing Industries," RAND Journal of Economics, The RAND Corporation, vol. 18(4), pages 533-549, Winter.
    8. Richard J. Gilbert & Marvin Lieberman, 1987. "Investment and Coordination in Oligopolistic Industries," RAND Journal of Economics, The RAND Corporation, vol. 18(1), pages 17-33, Spring.
    9. Dixit, Avinash, 1980. "The Role of Investment in Entry-Deterrence," Economic Journal, Royal Economic Society, vol. 90(357), pages 95-106, March.
    10. Richard Schmalensee, 1978. "Entry Deterrence in the Ready-to-Eat Breakfast Cereal Industry," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 305-327, Autumn.
    11. Philip Anderson, 1999. "Perspective: Complexity Theory and Organization Science," Organization Science, INFORMS, vol. 10(3), pages 216-232, June.
    12. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    13. Irwin, Douglas A & Klenow, Peter J, 1994. "Learning-by-Doing Spillovers in the Semiconductor Industry," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1200-1227, December.
    14. Mansfield, Edwin, 1985. "How Rapidly Does New Industrial Technology Leak Out?," Journal of Industrial Economics, Wiley Blackwell, vol. 34(2), pages 217-223, December.
    15. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    16. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and Sustainability of Competitive Advantage," Management Science, INFORMS, vol. 35(12), pages 1504-1511, December.
    17. Marvin B. Lieberman, 1989. "The learning curve, technology barriers to entry, and competitive survival in the chemical processing industries," Strategic Management Journal, Wiley Blackwell, vol. 10(5), pages 431-447, September.
    18. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    19. Mansfield, Edwin & Schwartz, Mark & Wagner, Samuel, 1981. "Imitation Costs and Patents: An Empirical Study," Economic Journal, Royal Economic Society, vol. 91(364), pages 907-918, December.
    20. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
    21. Iain Cockburn & Rebecca Henderson & Scott Stern, 1999. "The Diffusion of Science-Driven Drug Discovery: Organizational Change in Pharmaceutical Research," NBER Working Papers 7359, National Bureau of Economic Research, Inc.
    22. Bill McKelvey, 1999. "Avoiding Complexity Catastrophe in Coevolutionary Pockets: Strategies for Rugged Landscapes," Organization Science, INFORMS, vol. 10(3), pages 294-321, June.
    23. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    24. Aghion, Philippe & Bolton, Patrick, 1987. "Contracts as a Barrier to Entry," American Economic Review, American Economic Association, vol. 77(3), pages 388-401, June.
    25. Udo Zander & Bruce Kogut, 1995. "Knowledge and the Speed of the Transfer and Imitation of Organizational Capabilities: An Empirical Test," Organization Science, INFORMS, vol. 6(1), pages 76-92, February.
    26. Jan W. Rivkin, 2000. "Imitation of Complex Strategies," Management Science, INFORMS, vol. 46(6), pages 824-844, June.
    27. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    28. S.A. Lippman & R.P. Rumelt, 1982. "Uncertain Imitability: An Analysis of Interfirm Differences in Efficiency under Competition," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 418-438, Autumn.
    29. 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.
    30. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and the Sustainability of Competitive Advantage: Reply," Management Science, INFORMS, vol. 35(12), pages 1514-1514, December.
    31. Kauffman, Stuart & Lobo, Jose & Macready, William G., 2000. "Optimal search on a technology landscape," Journal of Economic Behavior & Organization, Elsevier, vol. 43(2), pages 141-166, October.
    32. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3, Specia), pages 783-832.
    33. Knott, Anne Marie & McKelvey, Bill, 1999. "Nirvana efficiency: a comparative test of residual claims and routines," Journal of Economic Behavior & Organization, Elsevier, vol. 38(4), pages 365-383, April.
    34. Daniel A. Levinthal & Massimo Warglien, 1999. "Landscape Design: Designing for Local Action in Complex Worlds," Organization Science, INFORMS, vol. 10(3), pages 342-357, June.
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