Boolean Network and Simmelian Tie in the Co-Author Model: a Study of Dynamics and Structure of a Strategic Alliance Model

This article explains a simulation of the Co-Author Model (CAM) applied in strategic alliance setting where firms use and optimize their network resources. To understand its process casualty better, I explain the model's mechanisms in terms of its interactive dynamics and resulting equilibrium structure. Classified as a Boolean network with two inputs, CAM's dynamics cause a biased equilibrium structure that could then be explained by the Simmelian tie and the completion of structure through structural balance. These explanations not only could answer the criticism that a simulation model is merely a toy model without much realism but could also explain and give insights to both substantive theory and methodology development in strategic alliance research. The results include the effect of a third party, the embeddedness of firms in their alliances, and the real-world implications of the "frozen web": a phenomenon drawn parallel to the financial crisis beginning in 2007.

[1]  S. Kauffman Metabolic stability and epigenesis in randomly constructed genetic nets. , 1969, Journal of theoretical biology.

[2]  E. L. Cox,et al.  Guest editors\' introduction to the special issue: why is there a resource-based view? Toward a theory of competitive heterogeneity , 2003 .

[3]  Gordon Walker,et al.  Modern Competitive Strategy , 2003 .

[4]  Margaret A. Peteraf The cornerstones of competitive advantage: A resource‐based view , 1993 .

[5]  M. Jackson,et al.  A Strategic Model of Social and Economic Networks , 1996 .

[6]  A. Herzi Differentiating Entrepreneurs from Small Business Owners: A Conceptualization , 2013 .

[7]  Allan Afuah How much do your co-opetitors' capabilities matter in the face of technological change? , 2000 .

[8]  David Besanko,et al.  Economics of Strategy , 1995 .

[9]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[10]  J. Tirole The Theory of Industrial Organization , 1988 .

[11]  Ingo Walter,et al.  Enhanced Regulation of Large, Complex Financial Institutions , 2009 .

[12]  B. Wernerfelt,et al.  A Resource-Based View of the Firm , 1984 .

[13]  G. Simmel The sociology of Georg Simmel , 1950 .

[14]  F. Harary On the measurement of structural balance , 2007 .

[15]  Béla Bollobás,et al.  Modern Graph Theory , 2002, Graduate Texts in Mathematics.

[16]  Howard E. Aldrich,et al.  Even Dwarfs Started Small: Liabilities of Age and Size and Their Strategic Implications , 1986 .

[17]  Michael McBride Imperfect monitoring in communication networks , 2006, J. Econ. Theory.

[18]  Herbert A. Simon,et al.  The Size Distribution of Business Firms , 1958 .

[19]  B. Kogut The network as knowledge : Generative rules and the emergence of structure , 2000 .

[20]  Kimberly D. Elsbach,et al.  Ethnography and Experiment in Social Psychological Theory Building: Tactics for Integrating Qualitative Field Data with Quantitative Lab Data , 2000 .

[21]  J. Schumpeter The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle , 1934 .

[22]  J. Brüderl,et al.  Organizational Mortality: The Liabilities of Newness and Adolescence. , 1990 .

[23]  K. Vesper New venture strategies , 1979 .

[24]  Edmund Chattoe-Brown Just How (Un)realistic Are Evolutionary Algorithms As Representations of Social Processes , 1998 .

[25]  R. Gulati,et al.  Guest editors’ introduction to the special issue: strategic networks , 2000 .

[26]  Heli Koski,et al.  Survey on Competing in Network Industries: Firm Strategies, Market Outcomes, and Policy Implications , 2004 .

[27]  Mark Fichman,et al.  Variance Explained: Why Size Does Not (Always) Matter , 1999 .

[28]  F. Heider ATTITUDES AND COGNITIVE ORGANIZATION , 1977 .

[29]  A. Knoll,et al.  End of the Proterozoic eon. , 1991, Scientific American.

[30]  H. Stanley,et al.  On the Size Distribution of Business Firms , 2008 .

[31]  A. Zaheer,et al.  Bridging ties: a source of firm heterogeneity in competitive capabilities , 1999 .

[32]  B. Obama,et al.  Office of the Press Secretary , 2009 .

[33]  A. Lomi Markets with Hierarchies and the Network Structure of Organizational Communities , 1997 .

[34]  Peter Abell,et al.  Structural Balance: A Dynamic Perspective , 2009 .

[35]  G. Ahuja The duality of collaboration : Inducements and opportunities in the formation of interfirm linkages , 2000 .

[36]  R. Gulati Network location and learning: the influence of network resources and firm capabilities on alliance formation , 1999 .

[37]  David Krackhardt,et al.  Heider vs Simmel: Emergent Features in Dynamic Structures , 2006, SNA@ICML.

[38]  Daniel K. Tarullo Supervising and resolving large financial institutions: a speech at the Institute of International Bankers Conference on Cross-Border Insolvency Issues, New York, New York, November 10, 2009 , 2009 .

[39]  W. Powell,et al.  Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology. , 1996 .

[40]  M. Hannan,et al.  Structural Inertia and Organizational Change , 1984 .

[41]  P. Ghemawat Commitment: The Dynamic of Strategy , 1991 .

[42]  B. Uzzi,et al.  Social Structure and Competition in Interfirm Networks: The Paradox of Embeddedness , 1997 .

[43]  S. Kauffman,et al.  Antichaos and adaptation. , 1991, Scientific American.

[44]  Ranjay Gulati,et al.  STRATEGIC NETWORKS 1 , 2000 .

[45]  Pamela R. Haunschild,et al.  Friends or Strangers? Firm-Specific Uncertainty, Market Uncertainty, and Network Partner Selection , 2004, Organ. Sci..

[46]  L. Steier,et al.  New venture firms, international expansion, and the liabilities of joint venture relationships , 2001 .

[47]  Peter Abell,et al.  Structural Balance in Dynamic Structures , 1968 .

[48]  B. Derrida,et al.  Evolution of overlaps between configurations in random Boolean networks , 1986 .

[49]  Harbir Singh,et al.  Learning and protection of proprietary assets in strategic alliances: building relational capital , 2000 .

[50]  J. Schumpeter,et al.  The Theory of Economic Development , 2017 .

[51]  Kathleen M. Eisenhardt,et al.  Developing Theory Through Simulation Methods , 2006 .

[52]  Laurent Tambayong,et al.  Dynamics of Network Formation Processes in the Co-Author Model , 2007, J. Artif. Soc. Soc. Simul..

[53]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.