CALM: Complex Adaptive System (CAS)-Based Decision Support for Enabling Organizational Change
نویسنده
چکیده
Guiding organizations through transformational changes such as restructuring or adopting new technologies is a daunting task. Such changes generate workforce uncertainty, fear, and resistance, reducing morale, focus and performance. Conventional project management techniques fail to mitigate these disruptive effects, because social and individual changes are non-mechanistic, organic phenomena. CALM (for Change, Adaptation, Learning Model) is an innovative decision support system for enabling change based on CAS principles. CALM provides a low risk method for validating and refining change strategies that combines scenario planning techniques with " what-if " behavioral simulation. In essence, CALM " test drives " change strategies before rolling them out, allowing organizations to practice and learn from virtual rather than actual mistakes. This paper describes the CALM modeling methodology, including our metrics for measuring organizational readiness to respond to change and other major CALM scenario elements: prospective change strategies; alternate futures; and key situational dynamics. We then describe CALM's simulation engine for projecting scenario outcomes and its associated analytics. CALM's simulator unifies diverse behavioral simulation paradigms including: adaptive agents; system dynamics; Monte Carlo; event-and process-based techniques. CALM's embodiment of CAS dynamics helps organizations reduce risk and improve confidence and consistency in critical strategies for enabling transformations.
منابع مشابه
Innovation Criterion for Evaluating the Organizational Effectiveness of a Retail Chain using a Complex Adaptive System Model and the SWARM Simulation Environment
In this paper we examine the application of a Complex Adaptive System (CAS) on studying the relative organizational effectiveness of Centralized and Decentralized Retail Chains. The criterion for the evaluation of this effectiveness is the rate of creation of new (innovative) ideas, related to management policies and practices, by the Shops of the Chain, which are the agents of the CAS Model. T...
متن کاملA review of agent-based modeling (ABM) concepts and some of its main applications in management science
We live in a very complex world where we face complex phenomena such as social norms and new technologies. To deal with such phenomena, social scientists often use reductionism approach where they reduce them to some lower-lever variables and model the relationships among them through a scheme of equations. This approach that is called equation based modeling (EBM) has some basic weaknesses in ...
متن کاملComplex Adaptive Systems and Interactive Granular Computing
Extended Abstract. We discuss an approach to modeling of computations performed by Complex Adaptive Systems (CAS) based on Interactive Granular Computing (IGrC). Complex adaptive systems (CAS) are made up of multiple interacting elements and have the capacity to change and learn from experience. The key problems of complex systems are difficulties with their formal modeling and simulation. Some...
متن کاملEvaluation in a Complex Adaptive System April 30 , 1998
Evaluation is a central issue in all organizations. Many standard evaluation tools, techniques and methods rely on basic assumptions about linear organizational dynamics (predictability, low dimensionality, system closure, stability and equilibration). Some of these assumptions are not valid when a system enters the regime of a complex adaptive system (CAS). New strategies are required to evalu...
متن کاملRe-conceptualizing Agile Information Systems Development Using Complex Adaptive Systems Theory
Complex adaptive systems (CAS) theory characterizes the role of emergence in the world of frequent and continuous change. In the context of information systems (IS) CAS can help conceptualize the phenomenon of IS emergence. In this domain agile development methods were introduced to address speed and the problems of change in IS development. The paper provides a review of agile development prac...
متن کامل