+ All Categories
Home > Documents > Applying System Dynamics to Confront Complex Decision Making in R&D Systems

Applying System Dynamics to Confront Complex Decision Making in R&D Systems

Date post: 08-Apr-2018
Category:
Upload: nader-ale-ebrahim
View: 218 times
Download: 0 times
Share this document with a friend
42
  APPLYING SYSTEM DYNAMICS TO CONFRONT COMPLEX DECISION MAKING IN R&D SYSTEMS   Arash Golnam*  [email protected] Nader Ale_Ebrahim* [email protected] Iran Khodro Diesel Co.*, Azadegan Highway, Tehran, Iran   Abstsract Research and development has always played a strategically important role in the survival and the growth of technology-based firms. R&D is positively linked to company performance measures such as sales, productivity and shareholder returns and in addition to this, facing increased competition, as a result of globalization the viability of many established firms is based on the efficiency of their R&D activities. Similar to other business models, R&D systems are characterized by complex structure and dynamic behavior. It's often difficult to predict or trace the consequences of certain decisions due to the existence of delays, non-linearities and causal feedback inherent to such systems, in other words, the effect of making a decision in one part of the R&D function can manifest itself in another part of the business system at an unexpected time. There's a widely held belief that System Dynamics is the only knowledge based way for challenging the increasing complexity of decision making in general and the best solution to avoid unintended consequences. This paper investigates the links between complex decision making in R&D management by describing how a dynamic simulation model, which broadly characterizes the causal feedback structure and the dynamic behavior of a typical R&D system, can be built to increase R&D systems efficiency. In this paper, first we start with defining R&D and highlighting the importance of R&D. Then systems are defined and we explore complexity and its different types within the systems. As the next step we provide an answer to the question, how decision making complexities are originated in R&D. Then we take a brief look at the history of system dynamics and we become familiar with system dynamics tools (i.e. Causal Loop Diagrams and Stock and Flow Diagrams). Finally we get into modeling complexities faced in R&D decision making by system dynamics approach, starting from basic models and ending with more complex ones.
Transcript
Page 1: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 1/42

Page 2: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 2/42

Page 3: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 3/42

Page 4: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 4/42

Page 5: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 5/42

Page 6: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 6/42

Page 7: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 7/42

Page 8: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 8/42

Page 9: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 9/42

Page 10: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 10/42

Page 11: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 11/42

Page 12: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 12/42

Page 13: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 13/42

Page 14: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 14/42

Page 15: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 15/42

Page 16: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 16/42

Page 17: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 17/42

Page 18: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 18/42

Page 19: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 19/42

Page 20: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 20/42

Page 21: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 21/42

Page 22: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 22/42

Page 23: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 23/42

Page 24: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 24/42

Page 25: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 25/42

Page 26: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 26/42

Page 27: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 27/42

Page 28: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 28/42

Page 29: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 29/42

Page 30: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 30/42

Page 31: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 31/42

Page 32: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 32/42

Page 33: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 33/42

Page 34: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 34/42

Page 35: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 35/42

Page 36: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 36/42

Page 37: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 37/42

Page 38: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 38/42

Page 39: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 39/42

Page 40: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 40/42

Page 41: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 41/42

Page 42: Applying System Dynamics to Confront Complex Decision Making in R&D Systems

8/7/2019 Applying System Dynamics to Confront Complex Decision Making in R&D Systems

http://slidepdf.com/reader/full/applying-system-dynamics-to-confront-complex-decision-making-in-rd-systems 42/42


Recommended