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Elucidating strategic network dynamics through computational modeling

Author

Listed:
  • Zhiang (John) Lin

    (University of Texas at Dallas)

  • James A. Kitts

    (Columbia University)

  • Haibin Yang

    (City University of Hong Kong)

  • J. Richard Harrison

    (University of Texas at Dallas)

Abstract

In this study we describe a comprehensive computational model of network dynamics (COM-NeD) and demonstrate how it may help us better understand and theorize the dynamics of strategic networks. Specifically, we model a population of firms characterized by idiosyncratic resource needs and productive capacities, while having to respond to the demands of external events by establishing ties and receiving needed resources from other firms. Through COM-NeD we investigate a set of established theoretical perspectives that represent distinct strategies for seeking and establishing interfirm ties. Rigorous computational experiments demonstrate the expected behavior of such a system under a broad range of assumptions. The results shed light on the complexity of strategic network dynamics, demonstrating novel interactions of firms’ internal resource capacity, relational search approaches, and external resource growth.

Suggested Citation

  • Zhiang (John) Lin & James A. Kitts & Haibin Yang & J. Richard Harrison, 2008. "Elucidating strategic network dynamics through computational modeling," Computational and Mathematical Organization Theory, Springer, vol. 14(3), pages 175-208, September.
    • Handle: RePEc:spr:comaot:v:14:y:2008:i:3:d:10.1007_s10588-008-9026-2
    DOI: 10.1007/s10588-008-9026-2
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    as
    1. Galaskiewicz, Joseph, 2007. "Has a Network Theory of Organizational Behaviour Lived Up to its Promises?," Management and Organization Review, Cambridge University Press, vol. 3(01), pages 1-18, March.
    2. Christine M. Beckman & Pamela R. Haunschild & Damon J. Phillips, 2004. "Friends or Strangers? Firm-Specific Uncertainty, Market Uncertainty, and Network Partner Selection," Organization Science, INFORMS, vol. 15(3), pages 259-275, June.
    3. Jan W. Rivkin & Nicolaj Siggelkow, 2003. "Balancing Search and Stability: Interdependencies Among Elements of Organizational Design," Management Science, INFORMS, vol. 49(3), pages 290-311, March.
    4. Edward J. Zajac & Cyrus P. Olsen, 1993. "From Transaction Cost To Transactional Value Analysis: Implications For The Study Of Interorganizational Strategies," Journal of Management Studies, Wiley Blackwell, vol. 30(1), pages 131-145, January.
    5. Anoop Madhok, 1997. "Cost, Value And Foreign Market Entry Mode: The Transaction And The Firm," Strategic Management Journal, Wiley Blackwell, vol. 18(1), pages 39-61, January.
    6. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    7. Joseph Galaskiewicz, 2007. "Has a Network Theory of Organizational Behaviour Lived Up to its Promises?-super-[1]," Management and Organization Review, The International Association for Chinese Management Research, vol. 3(1), pages 1-18, March.
    8. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    9. Joel A. C. Baum & Tony Calabrese & Brian S. Silverman, 2000. "Don't go it alone: alliance network composition and startups' performance in Canadian biotechnology," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 267-294, March.
    10. Jean L Johnson & John B Cullen & Tomoaki Sakano & Hideyuki Takenouchi, 1996. "Setting the Stage for Trust and Strategic Integration in Japanese-U.S. Cooperative Alliances," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(5), pages 981-1004, December.
    11. Jean L Johnson & John B Cullen & Tomoaki Sakano & Hideyuki Takenouchi, 1996. "Setting the Stage for Trust and Strategic Integration in Japanese-U.S. Cooperative Alliances," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(4), pages 981-1004, December.
    12. Anthony Goerzen & Paul W. Beamish, 2005. "The effect of alliance network diversity on multinational enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 26(4), pages 333-354, April.
    13. Lee, Jeho & Harrison, J Richard, 2001. "Innovation and Industry Bifurcation: The Evolution of R&D Strategy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(1), pages 115-149, March.
    14. Michael Hitt & M. Tina Dacin & Edward Levitas & Jean-Luc Arregle & Anca Borza, 2000. "Partner Selection in Emerging and Developed Market Contexts : Resource-Based and Organizational Learning Perspectives," Post-Print hal-02276706, HAL.
    15. Michael T. Hannan & László Pólos & Glenn R. Carroll, 2003. "Cascading Organizational Change," Organization Science, INFORMS, vol. 14(5), pages 463-482, October.
    16. Zhiang (John) Lin & Xia Zhao & Kiran M. Ismail & Kathleen M. Carley, 2006. "Organizational Design and Restructuring in Response to Crises: Lessons from Computational Modeling and Real-World Cases," Organization Science, INFORMS, vol. 17(5), pages 598-618, October.
    17. Jan W. Rivkin & Nicolaj Siggelkow, 2007. "Patterned Interactions in Complex Systems: Implications for Exploration," Management Science, INFORMS, vol. 53(7), pages 1068-1085, July.
    18. Zhiang (John) Lin & Haibin Yang & Irem Demirkan, 2007. "The Performance Consequences of Ambidexterity in Strategic Alliance Formations: Empirical Investigation and Computational Theorizing," Management Science, INFORMS, vol. 53(10), pages 1645-1658, October.
    19. N. Venkatraman & Lawrence Loh & Jeongsuk Koh, 1994. "The Adoption of Corporate Governance Mechanisms: A Test of Competing Diffusion Models," Management Science, INFORMS, vol. 40(4), pages 496-507, April.
    20. Michael Hitt & M. Tina Dacin & Edward Levitas & Jean-Luc Arregle & Anca Borza, 2000. "Partner Selection in Emerging and Developed Market Contexts : Resource-Based and Organizational Learning Perspectives," Post-Print hal-02312691, HAL.
    21. Bruce Kogut, 2000. "The network as knowledge: generative rules and the emergence of structure," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 405-425, March.
    22. Bharat N. Anand & Tarun Khanna, 2000. "Do firms learn to create value? The case of alliances," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 295-315, March.
    23. Richard J. Arend & Darryl A. Seale, 2005. "Modeling alliance activity: an iterated prisoners' dilemma with exit option," Strategic Management Journal, Wiley Blackwell, vol. 26(11), pages 1057-1074, November.
    24. Nobuyuki Hanaki & Alexander Peterhansl & Peter S. Dodds & Duncan J. Watts, 2007. "Cooperation in Evolving Social Networks," Management Science, INFORMS, vol. 53(7), pages 1036-1050, July.
    25. T. K. Das & Bing-Sheng Teng, 2000. "Instabilities of Strategic Alliances: An Internal Tensions Perspective," Organization Science, INFORMS, vol. 11(1), pages 77-101, February.
    26. Michael A. Hitt & Beverly B. Tyler, 1991. "Strategic decision models: Integrating different perspectives," Strategic Management Journal, Wiley Blackwell, vol. 12(5), pages 327-351, July.
    27. Gordon Walker & Bruce Kogut & Weijian Shan, 1997. "Social Capital, Structural Holes and the Formation of an Industry Network," Organization Science, INFORMS, vol. 8(2), pages 109-125, April.
    28. Jörg Sydow & Arnold Windeler, 1998. "Organizing and Evaluating Interfirm Networks: A Structurationist Perspective on Network Processes and Effectiveness," Organization Science, INFORMS, vol. 9(3), pages 265-284, June.
    29. Rajesh Kumar & Kofi O. Nti, 1998. "Differential Learning and Interaction in Alliance Dynamics: A Process and Outcome Discrepancy Model," Organization Science, INFORMS, vol. 9(3), pages 356-367, June.
    30. Olav Sorenson, 2003. "Interdependence and Adaptability: Organizational Learning and the Long--Term Effect of Integration," Management Science, INFORMS, vol. 49(4), pages 446-463, April.
    31. Eric Abrahamson & Lori Rosenkopf, 1997. "Social Network Effects on the Extent of Innovation Diffusion: A Computer Simulation," Organization Science, INFORMS, vol. 8(3), pages 289-309, June.
    32. Julie M. Hite & William S. Hesterly, 2001. "The evolution of firm networks: from emergence to early growth of the firm," Strategic Management Journal, Wiley Blackwell, vol. 22(3), pages 275-286, March.
    33. Stephen B Tallman & Oded Shenkar, 1994. "A Managerial Decision Model of International Cooperative Venture Formation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 25(1), pages 91-113, March.
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