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A Dynamic Approach for
Modeling Organizational Change
and Evolution
A comparative view based upon a
use of a composite-model
approach and a single theory
By
Doy Sundarasaradula and Helen Hasan
School of Economics and Information Systems, Faculty of Commerce,
University of Wollongong, Australia
Presentation Outline
• Problems with traditional organizational
change model
• The Theory of Punctuated Equilibrium
• Modeling punctuated equilibrium
phenomenon in organizations
• Possible approaches in modeling
punctuated equilibrium
• Conclusion and future work
Problems with Traditional
Organizational Change Model
• Limitations of the traditional change model
– Traditional open systems model, homeostasis and
negative feedback (fixed structure assumed)
– Law of Requisite Variety (control theory)
– Limitations of existing organizational theory and
model in explaining change (e.g. Structural
Contingency Theory)
• Traditional change model: A reflection
– Limitation of self-regulation and adaptation (change in
parameters)
– Limitation in explaining change in organizational
configurations
The Theory of Punctuated
Equilibrium
• Discontinuous in fossils’ patterns - the
origin of the theory
• The nature of change in complex systems
– Convergence (gradual/ incremental)
– Reorientation (discontinuous / episodic
change)
Characteristics of a Convergence
• Changes are gradual and incremental.
• Spans over a lengthy period
• Rely on adaptation as a means of
maintaining homeostasis or dynamic
equilibrium
• Deep or fundamental structure is
maintained.
• The relationships between each systemic
variable are linear.
Characteristics of a Reorientation
• Changes are discontinuous and episodic.
• Changes are instantaneous.
• Changes result in new organizational
forms or archetypes.
• Changes are based on non-equilibrium
condition and fluctuation (self-
organization).
• Nonlinear relationships are prevailing in
the change process.
Modeling Punctuated Equilibrium
Phenomenon in Organization
• The nature and characteristics of
organizations from a system perspective
– Complexity
– Dynamism
• Three types of model and organizational
modeling
– Static
– Comparative static
– Dynamic
Modeling Punctuated Equilibrium
Phenomenon in Organization
• Model specification:
– Can represent and replicate both phases of
change in terms of system’s behavior (i.e.
change in behavior over time)
– Is a dynamic model (i.e. computational/
numerical model in which “time” is an explicit
variable)
– Can demonstrate the effect of change in the
systemic variables and parameters on the
system’s behavior
Time
Environmental
Contingencies
dt
β1
β2
Convergence 1
Convergence 2
Reorientation
Possible Approaches in Modeling
Punctuated Equilibrium
• A composite-model approach
• The use of the theory of self-organization
(self-organizing systems model)
A Composite-model Approach
Phases of change
Theoretical foundation for
modeling
Convergence
•Traditional open systems model
•Homeostasis
•Self-regulating system
Reorientation Dissipative structure
The Use of The Theory of Self-
organization
Phases of change
Explanation provided by the theory
of self-organization
Convergence
Fluctuations are dampened and absorbed
by the system.
Reorientation
•Fluctuations are amplified by the system.
•The system is destabilized.
•The system is self-organized and
transformed.
Conclusion and Future Work
• Greater insights into the evolutionary and
revolutionary changes in formal
organizations can be achieved through
the adoption of modeling process.
• System dynamics modeling technique is
currently used for modeling punctuated
equilibrium phenomena at macroscopic
level.

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A DYNAMIC APPROACH FOR MODELING ORGANIZATIONAL CHANGE AND EVOLUTION: A comparative view based upon a use of a composite-model approach and a single theory

  • 1. A Dynamic Approach for Modeling Organizational Change and Evolution A comparative view based upon a use of a composite-model approach and a single theory By Doy Sundarasaradula and Helen Hasan School of Economics and Information Systems, Faculty of Commerce, University of Wollongong, Australia
  • 2. Presentation Outline • Problems with traditional organizational change model • The Theory of Punctuated Equilibrium • Modeling punctuated equilibrium phenomenon in organizations • Possible approaches in modeling punctuated equilibrium • Conclusion and future work
  • 3. Problems with Traditional Organizational Change Model • Limitations of the traditional change model – Traditional open systems model, homeostasis and negative feedback (fixed structure assumed) – Law of Requisite Variety (control theory) – Limitations of existing organizational theory and model in explaining change (e.g. Structural Contingency Theory) • Traditional change model: A reflection – Limitation of self-regulation and adaptation (change in parameters) – Limitation in explaining change in organizational configurations
  • 4. The Theory of Punctuated Equilibrium • Discontinuous in fossils’ patterns - the origin of the theory • The nature of change in complex systems – Convergence (gradual/ incremental) – Reorientation (discontinuous / episodic change)
  • 5. Characteristics of a Convergence • Changes are gradual and incremental. • Spans over a lengthy period • Rely on adaptation as a means of maintaining homeostasis or dynamic equilibrium • Deep or fundamental structure is maintained. • The relationships between each systemic variable are linear.
  • 6. Characteristics of a Reorientation • Changes are discontinuous and episodic. • Changes are instantaneous. • Changes result in new organizational forms or archetypes. • Changes are based on non-equilibrium condition and fluctuation (self- organization). • Nonlinear relationships are prevailing in the change process.
  • 7. Modeling Punctuated Equilibrium Phenomenon in Organization • The nature and characteristics of organizations from a system perspective – Complexity – Dynamism • Three types of model and organizational modeling – Static – Comparative static – Dynamic
  • 8. Modeling Punctuated Equilibrium Phenomenon in Organization • Model specification: – Can represent and replicate both phases of change in terms of system’s behavior (i.e. change in behavior over time) – Is a dynamic model (i.e. computational/ numerical model in which “time” is an explicit variable) – Can demonstrate the effect of change in the systemic variables and parameters on the system’s behavior
  • 10. Possible Approaches in Modeling Punctuated Equilibrium • A composite-model approach • The use of the theory of self-organization (self-organizing systems model)
  • 11. A Composite-model Approach Phases of change Theoretical foundation for modeling Convergence •Traditional open systems model •Homeostasis •Self-regulating system Reorientation Dissipative structure
  • 12. The Use of The Theory of Self- organization Phases of change Explanation provided by the theory of self-organization Convergence Fluctuations are dampened and absorbed by the system. Reorientation •Fluctuations are amplified by the system. •The system is destabilized. •The system is self-organized and transformed.
  • 13. Conclusion and Future Work • Greater insights into the evolutionary and revolutionary changes in formal organizations can be achieved through the adoption of modeling process. • System dynamics modeling technique is currently used for modeling punctuated equilibrium phenomena at macroscopic level.