Application of System Dynamics to Corporate Strategy: An Evolution of Issues and Frameworks

Abstract This paper discusses five landmark projects which highlighted issues and produced frameworks that became important building blocks in the application of System Dynamics to corporate strategy. The early models were primarily at the level of the firm. The first model described in the paper captures the tension among conflicting performance objectives and shows how the conflicts impact mid-term company performance. The second model represents the behavior of an R&D organization as it responds to changing pressures and direction from corporate management. Over time the focus shifted to market behavior and competition. The third model explains powerful long-term dynamics that lead to “commoditization" of products and services. Recent work analyzed the social dynamics of markets, e.g., as they affect innovation and technology substitution. The fourth model in the paper represents the fundamental dynamics of innovative industries, building on an extensive body of research and publications. The final model focuses on the market impacts of social factors, e.g., trust, fashion, the characteristics of lead users, how trends are perceived and extrapolated, the flow of information, bandwagon effects, and network effects. The progression started with classical Industrial Dynamics, models of the firm which focused on orders, production, and shipments. At each milestone more behavioral richness and complexity were recognized and represented. What do we know now that we did not know when the field was founded fifty years ago? The most important lessons are about the critical roles of organizational, social, and psychological factors in important business decisions, competitive behaviors, and the evolution of markets.

[1]  Peter Milling,et al.  Modeling innovation processes for decision support and management simulation , 1996 .

[2]  Linsu Kim,et al.  Invasion of a Stable Business by Radical Innovation , 1985 .

[3]  Edward B. Roberts,et al.  Managerial Applications of System Dynamics , 1981 .

[4]  C. Prahalad,et al.  To revitalize corporate performance, we need a whole new model of strategy. Strategic intent. , 1989, Harvard business review.

[5]  James M. Utterback,et al.  Innovation, Competition, and Industry Structure , 1993 .

[6]  N. Phillips,et al.  The concept of industry and the case of radical technological change , 2002 .

[7]  Samuel S. H Ngai,et al.  Multi-scale analysis and simulation of powder blending in pharmaceutical manufacturing , 2005 .

[8]  E. B. Roberts The Dynamics Of Research And Development , 1964 .

[9]  H. Simon,et al.  Administrative Behavior: A Study of Decision-Making Processes in Administrative Organization. , 1959 .

[10]  Clayton M. Christensen,et al.  Meeting the Challenge of Disruptive Change , 2000 .

[11]  Steven Klepper,et al.  The Evolution of New Industries and the Determinants of Market Structure , 1990 .

[12]  D. Schendel,et al.  Strategic responses to technological threats , 1976 .

[13]  K. Clark,et al.  Innovation: Mapping the winds of creative destruction☆ , 1993 .

[14]  Kim B. Clark,et al.  Architectural Innovation: The Reconfiguration of Existing Product Technologies and the Failure of , 1990 .

[15]  Rebecca Henderson,et al.  Getting Big Too Fast: Strategic Dynamics with Increasing Returns and Bounded Rationality , 2006, Manag. Sci..

[16]  N. Carr IT doesn't matter , 2003, IEEE Engineering Management Review.

[17]  Allan Afuah,et al.  The Dynamic 'Diamond': A Technological Innovation Perspective , 1998 .

[18]  Edward B. Roberts,et al.  A Systems Study of Policy Formulation in a Vertically-Integrated Firm , 1968 .

[19]  James M. Lyneis,et al.  Strategic management of complex projects: a case study using system dynamics , 2001 .

[20]  D. Sull,et al.  Why good companies go bad. , 1999, Harvard business review.

[21]  H. Weil,et al.  Dynamics of Social Factors in Technological Substitutions , 2005 .

[22]  Peter Milling,et al.  Understanding and managing innovation processes , 2002 .

[23]  J. H. Gilmore,et al.  Welcome to the experience economy. , 1998, Harvard business review.

[24]  Kenneth Cooper Naval Ship Production: A Claim Settled and a Framework Built , 1980 .

[25]  Clayton M. Christensen,et al.  Strategies for Survival in Fast-Changing Industries , 1998 .

[26]  Nelson P. Repenning Understanding fire fighting in new product development , 2001 .

[27]  M. Tushman,et al.  Technological Discontinuities and Organizational Environments , 1986 .

[28]  James M. Utterback,et al.  THE DYNAMICS OF INNOVATIVE INDUSTRIES , 2005 .

[29]  William J. Abernathy,et al.  Patterns of Industrial Innovation , 1978 .

[30]  James M. Utterback,et al.  Mastering the Dynamics of Innovation , 1996 .

[31]  Jae Hyuck Auh Analysis of the impacts of Internet-based business activities on the container shipping industry : the system dynamics modeling approach with the framework of technological evolution , 2003 .

[32]  Henry Birdseye Weil Commoditization of technology-based products and services: a generic model of market dynamics , 1996 .

[33]  M. Porter Towards a dynamic theory of strategy , 1991 .

[34]  John D. W. Morecroft,et al.  Rationality in the Analysis of Behavioral Simulation Models , 1985 .

[35]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .

[36]  W. Abernathy,et al.  The Productivity Dilemma: Roadblock t o Znnovation in the Automobile Industry , 1978 .

[37]  James M. Utterback,et al.  Multi-mode interaction among technologies , 1997 .