Complexity and Organizational Architecture Complexity and Organizational Architecture 2

This paper examines how architectural features of organizations, that are made up of individuals screening projects, affect organizational screening performance. The paper explores consequences for organizational design of a theorem (attributed to Von Neumann by Moore and Shannon) on how to build reliable networks using unreliable components. The paper examines general properties of committee decision making and shows the superiority of committees with respect to composition, that is when each member of organization is replaced by a replica of the entire organization. The paper links with the modern Condorcet Jury Theorem literature. It also shows that screening performance is sigmoid in individual screening performance for hierarchies of polyarchies and for polyarchies of hierarchies. The supermodularity and sub-modularity properties of those structures allows us to link with results from the theory of teams. The screening performance is also sigmoid for a cognitive model that allows for individuals’ own screening to be influenced by screening decisions of superiors and of subordinates. The paper examines the implications of such features for the limits to organizational performance. JEL classification codes: D200, D230.

[1]  Balázs Szentes,et al.  A resurrection of the Condorcet Jury Theorem , 2009 .

[2]  Salil P. Vadhan,et al.  Computational Complexity , 2005, Encyclopedia of Cryptography and Security.

[3]  Yannis M. Ioannides Topologies of social interactions , 2006 .

[4]  B. Visser,et al.  A Cognitive Approach to Organizational Complexity , 2004 .

[5]  Andrea Prat,et al.  Should a team be homogeneous , 2002 .

[6]  Bauke Visser Complexity, Robustness, and Performance: Trade-Offs in Organizational Design , 2002 .

[7]  Stanley Reiter,et al.  Computation and complexity in economic behavior and organization , 2002 .

[8]  P. DeMarzo,et al.  Persuasion Bias, Social Influence, and Uni-Dimensional Opinions , 2001 .

[9]  Bauke Visser,et al.  Organizational Communication Structure and Performance , 2000 .

[10]  W. Bentley MacLeod Complexity, Bounded Rationality, and Heuristic Search , 1999 .

[11]  S. Reiter,et al.  Organizations With Incomplete Information: A Modular Network Model of Bounded Rationality , 1998 .

[12]  Eric Maskin,et al.  Wage Inequality and Segregation by Skill , 1996 .

[13]  J. Banks,et al.  Information Aggregation, Rationality, and the Condorcet Jury Theorem , 1996, American Political Science Review.

[14]  D. Signorini,et al.  Neural networks , 1995, The Lancet.

[15]  Stanley Reiter Coordination and the Structure of Firms , 1995 .

[16]  Aaron D. Wyner,et al.  Reliable Circuits Using Less Reliable Relays , 1993 .

[17]  S. Bikhchandani,et al.  You have printed the following article : A Theory of Fads , Fashion , Custom , and Cultural Change as Informational Cascades , 2007 .

[18]  Raaj Kumar Sah,et al.  Fallibility in Human Organizations and Political Systems , 1991 .

[19]  HERBERT A. SIMON,et al.  The Architecture of Complexity , 1991 .

[20]  P. Boland Majority Systems and the Condorcet Jury Theorem , 1989 .

[21]  J. Stiglitz,et al.  Committees, hierarchies and polyarchies , 1987 .

[22]  Yannis M. Ioannides On the architecture of complex organizations , 1987 .

[23]  Joseph E. Stiglitz,et al.  Human Fallibility and Economic Organization , 1985 .

[24]  J. Stiglitz,et al.  The Architecture of Economic Systems: Hierarchies and Polyarchies , 1984 .

[25]  J. von Neumann,et al.  Probabilistic Logic and the Synthesis of Reliable Organisms from Unreliable Components , 1956 .