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Chaos Theory And Strategy: Theory Application And Managerial Implications

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Page 1: Chaos Theory And Strategy: Theory Application And Managerial Implications

David Levy

Page 2: Chaos Theory And Strategy: Theory Application And Managerial Implications

Muhammad Taimur

Shams Uddin

Nighat Saif

Safia Zeb

Mustafa Kakakhel

Page 3: Chaos Theory And Strategy: Theory Application And Managerial Implications

To provide theoretical framework for dynamic

evolution of industries

To provide application of Chaos theory in strategic

management

To provide implication of Chaos theory for

managerial purposes

Page 4: Chaos Theory And Strategy: Theory Application And Managerial Implications

Strategic management lacks theoretical tools to predict the behavior of firms and industries.

Industries evolve dynamically overtime due to actors’ interactions.

Existing theories assume simple linear relationships without feedback.

Chaos theory provides useful conceptual framework accommodating the non linear complexity.

Page 5: Chaos Theory And Strategy: Theory Application And Managerial Implications

Chaos theory is the study of complex, non linear dynamic systems.

Butterfly effect

E.g. pendulum suspended between magnets

Tiny variations in initial position magnifies and results in chaotic behavior.

Predictability short term vs. long term

Page 6: Chaos Theory And Strategy: Theory Application And Managerial Implications

Industries are assumed to be dynamic, complex and

non linear systems.

Interdependency of firms and industrial actors

Industries are non linear and are path dependant

So industries behave as chaotic systems

Page 7: Chaos Theory And Strategy: Theory Application And Managerial Implications

1. Long term planning is very difficult

Smaller disturbances in initial state multiplies over

time

Future forecasting is difficult due to complexity and

non linear relationships.

Business should not spent on forecasting and strategic

planning

Page 8: Chaos Theory And Strategy: Theory Application And Managerial Implications

2. Industries do no reach stable equilibrium

Traditional theories tries to reach stable equilibrium

while equilibrium is not possible in chaotic system

Industries do not settle down and stability is not long

lasting

E.g. Prices and investment patterns are short lived

Page 9: Chaos Theory And Strategy: Theory Application And Managerial Implications

3. Dramatic change can occur unexpectedly

Traditional theories suggest that small changes in parameters bring small changes in equilibrium

Dramatic fluctuations occur internally in chaotic systems.

Characteristic of probability distribution in chaotic systems.

Small exogenous changes may also bring magnified fluctuations.

E.g. New entrants or small change in technology

Page 10: Chaos Theory And Strategy: Theory Application And Managerial Implications

4. Short term forecasts are possible

Long term forecasting is difficult while short term forecasting is possible

This is because of the presence of patterns and fractals

The accurate models of complex system with carefully drawn initial points help in short term prediction

Chaotic systems shows repetitive patterns helping in forecasting

Page 11: Chaos Theory And Strategy: Theory Application And Managerial Implications

General guidelines are required since fixed strategies cannot be formulated for every scenario

Firms change their strategies as industrial structures evolve

Best strategies are those which achieve their goals even indirectly.

So we need dynamic strategies for coping with complexity and uncertainty

Page 12: Chaos Theory And Strategy: Theory Application And Managerial Implications

A model based on California Computer Technology is

presented

This model demonstrates how chaotic theory can help

in understanding real managerial issues

Supply chain as complex, dynamic and non linear

system.

Page 13: Chaos Theory And Strategy: Theory Application And Managerial Implications
Page 14: Chaos Theory And Strategy: Theory Application And Managerial Implications

Two important dimensions

1. Uncertainty

Each stage is exposed to shocks

Finished products fluctuate in volume to this uncertainty

The inventory need to be adjusted to cope with this uncertainty

Page 15: Chaos Theory And Strategy: Theory Application And Managerial Implications

2. Time Relationship

Disruption in one stage causes changes in other parts of

the system

These disruption propagate forward and backward

along the chain

This disruption causes chaos within the supply chain

Page 16: Chaos Theory And Strategy: Theory Application And Managerial Implications

Managers should make accurate sale forecasts to reduce

cost of offshore manufacturing

Managers should deal with external factors like suppliers

Managers should reduce the occurrence of internal

production problems

Managers should change the structure of supply chain

accordingly

Page 17: Chaos Theory And Strategy: Theory Application And Managerial Implications

Chaos theory provides conceptual framework for the

dynamic evolution of industries

Long term forecasting is almost impossible for

chaotic systems

However short term forecasting is possible

Dramatic changes can occur unexpectedly

Page 18: Chaos Theory And Strategy: Theory Application And Managerial Implications

Chaos theory highlights the importance of guidelines

formulation for coping with complexity

Underestimating complexity may result in

unanticipated costs

Management might reduce the volatility of supply

chain and improve its performance

Page 19: Chaos Theory And Strategy: Theory Application And Managerial Implications

Thank You