WP029: The Virtual Design Team: A Computational Simulation Model of Project Organizations
Abstract/Contents
- Abstract
- This article describes the early stages of the "Virtual Design Team" (VDT) research program, whose long range goal is to develop computational analysis tools for organizational (re)engineering. The work described here is aimed at developing, testing and calibrating theory that can eventually support systematic organizational analysis. We layout the requirements for a micro-contingency theory of organizations and conclude that such a theory is tractable for routine, project-oriented design tasks. We describe a specific micro-contingency theory that operationalizes Jay Galbraith's well-known information processing framework, and adds to it ideas about attention allocation. This theory models the ability of organizations engaged in routine, project-oriented tasks to handle the information processing load arising from direct work and coordination. We implement the theory as a computational symbolic model that simulates boundedly rational actors carrying out information processing tasks. The framework explicitly models actors, activities, communication tools and organizations. We use a structured methodology to analyze the organization's task in order to specify activity complexity and uncertainty, and interdependence between organizational actors. Using these attributes to model the coordination load imposed on the organization by a given design project, the simulation framework generates measures of overall project duration, cost, and coordination quality as emergent from work by, and communications between, actors. We present results of three empirical tests of the computational model on large-scale, capital facility projects. We found threeway qualitative consistency among predictions of the simulation model, of organization theory, and of experienced project managers. The results of these initial attempts to validate VDT indicate that the model has the representational power to capture aspects of organizational information processing load and capacity that could not previously be modeled. In addition, VDT's detailed micro-contingency framework can make qualitatively correct predictions about organizational efficiency and effectiveness.
Description
| Type of resource | text |
|---|---|
| Date created | March 1994 |
Creators/Contributors
| Author | Levitt, Raymond E. |
|---|---|
| Author | Christiansen, Tore R. |
| Author | Cohen, Geoff P. |
| Author | Jin, Yan |
| Author | Kunz, John |
| Author | Nass, Clifford I. |
Subjects
| Subject | CIFE |
|---|---|
| Subject | Center for Integrated Facility Engineering |
| Subject | Stanford University |
| Subject | Artificial Intelligence |
| Subject | Collaboration Technology |
| Subject | Coordination Theory |
| Subject | Information Processing |
| Subject | Organization Design |
| Subject | Organization Theory |
| Subject | Simulation |
| Subject | Symbolic Modeling |
| Genre | Technical report |
Bibliographic information
Access conditions
- Use and reproduction
- User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
Preferred citation
- Preferred Citation
- Levitt, Raymond E. and Christiansen, Tore R. and Cohen, Geoff P. and Jin, Yan and Kunz, John and Nass, Clifford I.. (1994). WP029: The Virtual Design Team: A Computational Simulation Model of Project Organizations. Stanford Digital Repository. Available at: http://purl.stanford.edu/zv021dk0355
Collection
CIFE Publications
Contact information
- Contact
- cife-email@stanford.edu
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