An Agent-Based Representation of the Garbage Can Model of Organizational Choice

Cohen, March and Olsen's Garbage Can Model (GCM) of organizational choice represent perhaps the first – and remains by far the most influential –agent-based representation of organizational decision processes. According to the GCM organizations are conceptualized as crossroads of time-dependent flows of four distinct classes of objects: 'participants,' 'opportunities,' 'solutions' and 'problems.' Collisions among the different objects generate events called 'decisions.' In this paper we use NetLogo to build an explicit agent-based representation of the original GCM. We conduct a series of simulation experiments to validate and extend some of the most interesting conclusions of the GCM. We show that our representation is able to reproduce a number of properties of the original model. Yet, unlike the original model, in our representation these properties are not encoded explicitly, but emerge from general principles of the Garbage Can decision processes.

[1]  W. Powell,et al.  The iron cage revisited institutional isomorphism and collective rationality in organizational fields , 1983 .

[2]  Børge Obel,et al.  The validity of computational models in organization science: From model realism to purpose of the model , 1995, Comput. Math. Organ. Theory.

[3]  Michael T. Hannan,et al.  Special Issue: Frontiers of Organization Science, Part 2 of 2: Identities, Genres, and Organizational Forms , 2005, Organ. Sci..

[4]  Leonard H. Lynn,et al.  How Japan Innovates: A Comparison With The U.s. In The Case Of Oxygen Steelmaking , 1982 .

[5]  Guido Fioretti,et al.  The garbage can model of organizational choice: An agent-based reconstruction , 2008, Simul. Model. Pract. Theory.

[6]  Michael X Cohen,et al.  A Garbage Can Model of Organizational Choice. , 1972 .

[7]  Michael X Cohen.  Leadership and ambiguity: the American college president, , 1974 .

[8]  Jeremy Richardson,et al.  Policy-making in the EU: Interests, ideas and garbage cans of primeval soup , 2006 .

[9]  Shih-Kung Lai,et al.  Effects of Planning on the Garbage-Can Decision Processes: A Reformulation and Extension , 2003 .

[10]  M. Lipson.  A “Garbage Can Model” of UN Peacekeeping , 2007 .

[11]  Joanne D. Martin,et al.  A Garbage Can Model of the Psychological Research Process , 1981 .

[12]  Johan P. Olsen,et al.  Ambiguity and choice in organizations , 1976 .

[13]  Clifford Nass,et al.  The Lid on the Garbage Can: Institutional Constraints on Decision Making in the Technical Core of College-Text Publishers. , 1989 .

[14]  John W. Kingdon.  Agendas, alternatives, and public policies , 1984 .

[15]  Erik R. Larsen,et al.  Dynamics of Organizations: Computational Modeling and Organizational Theories , 2001 .

[16]  P. A. Losty,et al.  A Behavioural Theory of the Firm , 1965 .

[17]  Johan P. Olsen,et al.  Rediscovering institutions: The organizational basis of politics , 1989 .

[18]  James G. March,et al.  Ambiguity and Command: Organizational Perspectives on Military Decision Making , 1986 .

[19]  Johan P. Olsen.  Garbage Cans, New Institutionalism, and the Study of Politics , 2001, American Political Science Review.

[20]  Marcus A. Louie,et al.  Alignment of the Garbage Can and NK Fitness Models: A Virtual Experiment in the Simulation of Organizations , 2002 .

[21]  Greta Hsu,et al.  Identities, Genres, and Organizational Forms , 2005 .

[22]  Thomas C. Schelling,et al.  Dynamic models of segregation , 1971 .

[23]  R. Grant,et al.  Knowledge and the firm: Overview , 1996 .

[24]  Gerald R. Ford.  APPENDIX A GUIDE FOR NEWCOMERS TO AGENT-BASED MODELING IN THE SOCIAL SCIENCES , 2005 .

[25]  Nobuo Takahashi,et al.  A Single Garbage Can Model and the Degree of Anarchy in Japanese Firms , 1997 .

[26]  David Lane,et al.  Ontological uncertainty and innovation , 2005 .

[27]  S. Lai,et al.  From Organized Anarchy to Controlled Structure: Effects of Planning on the Garbage-Can Decision Processes , 1998 .

[28]  Jonathan Bendor,et al.  Recycling the Garbage Can: An Assessment of the Research Program , 2001, American Political Science Review.

[29]  S. Winter,et al.  An Evolutionary Theory of Economic Change.by Richard R. Nelson; Sidney G. Winter , 1987 .

[30]  E. Johnsen.  Richard M. Cyert & James G. March, A Behavioral Theory of The Firm, Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 1963, 332 s. , 1964 .

[31]  Henrich R. Greve,et al.  Organizational Learning from Performance Feedback: A Behavioral Perspective on Innovation and Change , 2003 .

[32]  Massimo Warglien,et al.  The Logic of Organizational Disorder , 1996 .

[33]  K. Weick.  The social psychology of organizing , 1969 .

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

[35]  Stephen J. Mezias,et al.  Resolving Financial Reporting Problems: An Institutional Analysis of the Process , 1994 .

[36]  J. Spender.  Making knowledge the basis of a dynamic theory of the firm , 1996 .

[37]  Steve Leach.  The local government review: A ‘policy process’ perspective , 1997 .

[38]  Joel A. C. Baum.  Whole-Part Coevolutionary Competition in Organizations , 1999 .

[39]  M. Masuch,et al.  Beyond Garbage Cans: An AI Model of Organizational Choice , 1989 .

[40]  Robert Gibbons,et al.  Team theory, garbage cans and real organizations: some history and prospects of economic research on decision‐making in organizations , 2003 .

[41]  Pierre Romelaer.  International Career Management: The Relevance of the Garbage-Can Model , 2002 .

[42]  Daniel A. Levinthal,et al.  Looking Forward and Looking Backward: Cognitive and Experiential Search , 2000 .

[43]  R. Goodin,et al.  A new handbook of political science , 1998 .

[44]  J. March.  Bounded rationality, ambiguity, and the engineering of choice , 1978 .

[45]  J. Ruiz Moreno.  [Organizational learning]. , 2001, Revista de enfermeria.

[46]  Benjamin M. Compaine,et al.  The Irony of Telecommunications Deregulation: Assessing the Role Reversal in U.S. and EU Policy , 2000 .

[47]  B. Peters.  Political Institutions, Old and New , 1998 .

[48]  John F. Padgett.  Managing Garbage Can Hierarchies , 1980 .

[49]  K. Weick.  FROM SENSEMAKING IN ORGANIZATIONS , 2021, The New Economic Sociology.