The Importance of Organizational Structure for the Adoption of Innovations

Organizational structure affects both the overall behavior of firms and the situations of individuals and subunits within firms. The effect of exogenous changes in the environment (market prices, costs, or regulations) on organizations can be partitioned into the immediate direct effect of the change and the full effect after organizational structure has had time to adjust. This paper develops a computational model of the diffusion of a profitable innovation through a firm, and uses numerical simulations to calculate the relative importance of the direct and structural adjustment components of changes in profitability. One finding is that a failure to recognize the importance of organizational structure on the performance of firms will lead to serious bias in estimation of the costs or benefits of a change in external circumstances. The type of network model developed also has implications for the individuals and divisions that make up the firm. We examine some of the structural characteristics of well-adapted organizations, and show that asymmetries and economic inequalities emerge even when the individual agents' personal characteristics are identical.

[1]  Kieron Meagher,et al.  Managerial costs for one-shot decentralized information processing , 1998 .

[2]  W. E. Watkins,et al.  Information processing and organizational structure , 1998 .

[3]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[4]  Hans Gersbach,et al.  Organizational design with a budget constraint , 1998 .

[5]  Thomas Marschak,et al.  Network Mechanisms, Informational Efficiency, and Hierarchies , 1998 .

[6]  S. Page,et al.  Political Institutions and Sorting in a Tiebout Model , 1997 .

[7]  Timothy Van Zandt,et al.  The scheduling and organization of periodic associative computation: Efficient networks , 1997 .

[8]  Daniel A. Levinthal.  Adaptation on rugged landscapes , 1997 .

[9]  Katherine Faust,et al.  Social Network Analysis: Methods and Applications. , 1996 .

[10]  Scott E. Page,et al.  Two measures of difficulty , 1996 .

[11]  Roy Radner,et al.  Real-time decentralized information processing and returns to scale , 1996 .

[12]  E. Brynjolfsson,et al.  Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending , 1996 .

[13]  Aris M. Ouksel,et al.  Learning to align organizational design and data , 1996, Comput. Math. Organ. Theory.

[14]  D. West.  Introduction to Graph Theory , 1995 .

[15]  John H. Miller,et al.  Evolving Information Processing Organizations , 1995 .

[16]  T. Valente,et al.  Network models of the diffusion of innovations , 1995, Comput. Math. Organ. Theory.

[17]  Tad Hogg,et al.  Communities of practice: Performance and evolution , 1994, Comput. Math. Organ. Theory.

[18]  Peter W. Kennedy,et al.  Information processing and organization design , 1994 .

[19]  D. Krackhardt.  Graph theoretical dimensions of informal organizations , 1994 .

[20]  Yan Jin,et al.  The “virtual design team”: simulating how organization structure and information processing tools affect team performance , 1994 .

[21]  Theresa K. Lant,et al.  Computer simulations of organizations as experiential learning systems: implications for organization theory , 1994 .

[22]  R. Radner.  The organization of decentralized information processing , 1993 .

[23]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[24]  A. Grandori.  Negotiating efficient organization forms , 1991 .

[25]  Kathleen M. Carley.  A Theory of Group Stability , 1991 .

[26]  Walter Oberschelp,et al.  Kombinatorische Anzahlbestimmungen in Relationen , 1967 .

[27]  W. E. Watkins,et al.  Complexity in organizations: Consequences for climate policy analysis , 2001 .

[28]  Timothy Van Zandt,et al.  Decentralized Information Processing in the Theory of Organizations , 1999 .

[29]  Timothy Van Zandt,et al.  Organizations With Incomplete Information: Organizations with an Endogenous Number of Information Processing Agents , 1998 .

[30]  Scott E. Page,et al.  Does Strategy Need Computer Experimentation , 1998 .

[31]  D. Weinberg.  A Brief Look at Postwar U.S. Income Inequality , 1996 .

[32]  R. Burton,et al.  Strategic Organizational Diagnosis and Design , 1995 .

[33]  David L. Levine,et al.  Users guide to the PGAPack parallel genetic algorithm library , 1995 .

[34]  S. Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994 .

[35]  R. Radner.  Hierarchy: The Economics On Managing , 1990 .

[36]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .