Complex Systems in Finance and Econometrics

2011 Edition
| Editors: Robert A. Meyers (Editor-in-Chief)

Business Policy and Strategy, System Dynamics Applications to

  • James M. Lyneis
Reference work entry

Article Outline


Definition of the Subject


Using System Dynamics Models in Policy and Strategy Formulation and Implementation

Theory Development – Understanding the Drivers of Business Dynamics

Applications and Case Examples

Future Directions



Supply Chain Business Strategy System Dynamic Model Delivery Delay Business Policy 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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  1. 1.
    Akkermans HA, Daellaert N (2005) The Rediscovery of Industrial Dynamics: The Contribution of System Dynamics to Supply Chain Management in a Dynamic and Fragmented World. Syst Dyn Rev 21(3):173–186CrossRefGoogle Scholar
  2. 2.
    Akkermans HA, Vos B (2003) Amplification in service supply chains: an exploratory case study from the telecom industry. Prod Oper Manag 12(2):204–223Google Scholar
  3. 3.
    Anderson E, Fine C (1999) Business Cycles and Productivity in Capital Equipment Supply Chains. In: Tayur et al(eds) Quantitative Models for Supply Chain Management. Kluwer Academic Publishers, NorwellGoogle Scholar
  4. 4.
    Anderson E, Morrice D, Lundeen G (2005) The ‘physics’ of capacity and backlog management in service and custom manufacturing supply chains. Syst Dyn Rev 21(3):187–216CrossRefGoogle Scholar
  5. 5.
    Backus G, Schwein MT, Johnson ST, Walker RJ (2001) Comparing expectations to actual events: the post mortem of a Y2K analysis. Syst Dyn Rev 17(3):217–235CrossRefGoogle Scholar
  6. 6.
    Barabba V, Huber C, Cooke F, Pudar N, Smith J, Paich M (2002) A Multimethod Approach for Creating New Business Models: The General Motors OnStar Project. Interfaces 32(1):20–34CrossRefGoogle Scholar
  7. 7.
    Barlas Y, Cırak K, Duman E (2000) Dynamic simulation for strategic insurance management. Syst Dyn Rev 16(1):43–58Google Scholar
  8. 8.
    Bass FM (1969) New product growth model for consumer durables. Manag Sci 15:215–227CrossRefGoogle Scholar
  9. 9.
    Bianchi C (2002) Editorial to Special Issue on Systems Thinking and System Dynamics in Small‐Medium Enterprises. Syst Dyn Rev 18(3):311–314CrossRefGoogle Scholar
  10. 10.
    Bunn DW, Larsen ER (eds) (1997) Systems Modeling for Energy Policy. Wiley, ChichesterGoogle Scholar
  11. 11.
    Campbell D (2001) The long and winding (and frequently bumpy) road to successful client engagement: one team's journey. Syst Dyn Rev 17(3):195–215CrossRefGoogle Scholar
  12. 12.
    Carroll JS, Sterman JD, Marcus AA (1998) Playing the maintenance game: How mental models drive organizational decisions. In: Halpern JJ, Stern RN (eds) Nonrational Elements of Organizational Decision Making. Cornell University Press, IthacaGoogle Scholar
  13. 13.
    Doman A, Glucksman M, Mass N, Sasportes M (1995) The dynamics of managing a life insurance Company. Syst Dyn Rev 11(3):219–232CrossRefGoogle Scholar
  14. 14.
    Coyle RG (1996) System Dynamics Modelling: A Practical Approach. Chapman and Hall, LondonGoogle Scholar
  15. 15.
    Coyle RG (1997) System Dynamics at Bradford University: A Silver Jubilee Review. Syst Dyn Rev 13(4):311–321CrossRefGoogle Scholar
  16. 16.
    Coyle RG (1998) The Practice of System Dynamics: Milestones, Lessons and Ideas From 30 Years Experience. Syst Dyn Rev 14(4):343–365CrossRefGoogle Scholar
  17. 17.
    Coyle RG (2000) Qualitative and Quantitative Modeling in System Dynamics: Some Research Questions. Syst Dyn Rev 16(3):225–244CrossRefGoogle Scholar
  18. 18.
    Coyle RG (2001) Rejoinder to Homer and Oliva. Syst Dyn Rev 17(4):357–363CrossRefGoogle Scholar
  19. 19.
    Coyle RG, Morecroft JDW (1999) System Dynamics for Policy, Strategy and Management Education. J Oper Res Soc 50(4)Google Scholar
  20. 20.
    Croson R, Donohue K (2005) Upstream versus downstream information and its impact on the bullwhip effect. Syst Dyn Rev 21(3):187–216CrossRefGoogle Scholar
  21. 21.
    Delauzun F, Mollona E (1999) Introducing system dynamics to the BBC World Service: an insider perspective. J Oper Res Soc 50(4):364–371Google Scholar
  22. 22.
    Doman A, Glucksman M, Mass N, Sasportes M (1995) The dynamics of managing a life insurance company. Syst Dyn Rev 11(3):219–232CrossRefGoogle Scholar
  23. 23.
    Dyson RG, Bryant J, Morecroft J, O'Brien F (2007) The Strategic Development Process. In: O'Brien FA, Dyson RG (eds) Supporting Strategy. Wiley, ChichesterGoogle Scholar
  24. 24.
    Ford AJ (1997) System Dynamics and the Electric Power Industry. Syst Dyn Rev 13(1):57–85CrossRefGoogle Scholar
  25. 25.
    Forrester JW (1958) Industrial dynamics: a major breakthrough for decision makers. Harv Bus Rev 36(4):37–66Google Scholar
  26. 26.
    Forrester JW (1961) Industrial Dynamics. MIT Press, Cambridge (now available from Pegasus Communications, Waltham)Google Scholar
  27. 27.
    Forrester JW (1964) Common Foundations Underlying Engineering and Management. IEEE Spectr 1(9):6–77 Google Scholar
  28. 28.
    Forrester JW (1968) Market growth as influenced by capital investment. Industrial Management Review 9(2):83–105. Reprinted in Forrester JW (1975) Collected Papers of Jay W Forrester. Pegasus Communications, WalthamGoogle Scholar
  29. 29.
    Forrester JW (1969) Urban Dynamics. Pegasus Communications, WalthamGoogle Scholar
  30. 30.
    Foss NJ (ed) (1997) Resources, Firms and Strategies. Oxford University Press, OxfordGoogle Scholar
  31. 31.
    Gary MS (2005) Implementation Strategy and Performance Outcomes in Related Diversification. Strateg Manag J 26:643–664CrossRefGoogle Scholar
  32. 32.
    Gonçalves PM (2003) Demand Bubbles and Phantom Orders in Supply Chains. Unpublished Dissertation Sloan School of Management. MIT, CambridgeGoogle Scholar
  33. 33.
    Gonçalves PM (2006) The Impact of Customer Response on Inventory and Utilization Policies. J Bus Logist 27(2):103–128Google Scholar
  34. 34.
    Gonçalves P, Hines J, Sterman J (2005) The Impact of Endogenous Demand on Push-Pull Production Systems. Syst Dyn Rev 21(3):187–216Google Scholar
  35. 35.
    Graham AK, Walker RJ (1998) Strategy Modeling for Top Management: Going Beyond Modeling Orthodoxy at Bell Canada. Proceedings of the 1998 International System Dynamics Conference, QuebecGoogle Scholar
  36. 36.
    Grant RM (2005) Contemporary Strategy Analysis, 5th edn. Blackwell, CambridgeGoogle Scholar
  37. 37.
    Hines JH, Johnson DW (1994) Launching System Dynamics. Proceedings of the 1994 International System Dynamics Conference, Business Decision‐Making, StirlingGoogle Scholar
  38. 38.
    Homer JB (1996) Why We Iterate: Scientific Modeling In Theory and Practice. Syst Dyn Rev 12(1):1–19CrossRefGoogle Scholar
  39. 39.
    Homer JB (1997) Structure, Data, and Compelling Conclusions: Notes from the Field. Syst Dyn Rev 13(4):293–309CrossRefGoogle Scholar
  40. 40.
    Homer JB (1999) Macro- and Micro‐Modeling of Field Service Dynamics. Syst Dyn Rev 15(2):139–162CrossRefGoogle Scholar
  41. 41.
    Homer J, Oliva R (2001) Maps and Models in System Dynamics: A Response to Coyle. Syst Dyn Rev 17(4):347–355CrossRefGoogle Scholar
  42. 42.
    Homer J, Hirsch G, Minniti M, Pierson M (2004) Models for Collaboration: How System Dynamics Helped a Community Organize Cost‐Effective Care For Chronic Illness. Syst Dyn Rev 20(3):199–222CrossRefGoogle Scholar
  43. 43.
    Kim DH, Lannon C (1997) Applying Systems Archetypes. Pegasus Communications Inc, WalthamGoogle Scholar
  44. 44.
    Kunc M, Morecroft J (2007) System Dynamics Modelling for Strategic Development. In: O'Brien FA, Dyson RG (eds) Supporting Strategy. Wiley, ChichesterGoogle Scholar
  45. 45.
    Larsen ER, Bunn DW (1999) Deregulation in electricity: understanding strategic and regulatory risks. J Oper Res Soc 50(4):337–344Google Scholar
  46. 46.
    Levin G, Roberts EB, Hirsch GB (1976) The Dynamics of Human Service Delivery. Ballinger, CambridgeGoogle Scholar
  47. 47.
    Liehr M, Großler A, Klein M, Milling PM (2001) Cycles in the sky: understanding and managing business cycles in the airline market. Syst Dyn Rev 17(4):311–332Google Scholar
  48. 48.
    Lyneis JM (1975) Designing Financial Policies to Deal With Limited Financial Resources. Financ Manag 4(1)Google Scholar
  49. 49.
    Lyneis JM (1980) Corporate Planning and Policy Design: A System Dynamics Approach. M.I.T. Press, CambridgeGoogle Scholar
  50. 50.
    Lyneis JM (1998) Learning to Manage Growth: Lessons From a Management Flight Simulator, Proceedings of the 1998 International System Dynamics Conference (Plenary Session), Quebec City, 1998Google Scholar
  51. 51.
    Lyneis JM (1997) Preparing for a Competitive Environment: Developing Strategies for America's Electric Utilities. In: Bunn DW, Larsen ER (eds) Systems Modeling for Energy Policy. Wiley, ChichesterGoogle Scholar
  52. 52.
    Lyneis JM (1999) System dynamics for business strategy: a phased approach. Syst Dyn Rev 15(1):37–70CrossRefGoogle Scholar
  53. 53.
    Lyneis JM (2000) System Dynamics for Market Forecasting and Structural Analysis. Syst Dyn Rev 16(1):3–25 CrossRefGoogle Scholar
  54. 54.
    Lyneis JM, Cooper KG, Els SA (2001) Strategic Management of Complex Projects: A Case Study Using System Dynamics. Syst Dyn Rev 17(3):237–260 CrossRefGoogle Scholar
  55. 55.
    Lyneis JM, Ford DN (2007) System Dynamics Applied to Project Management: A Survey, Assessment, and Directions for Future Research. Syst Dyn Rev 23(2/3):157–189CrossRefGoogle Scholar
  56. 56.
    Magee J (1958) Production Planning and Inventory Control. McGraw-Hill, LondonGoogle Scholar
  57. 57.
    Maier FH (1998) New product diffusion models in innovation management – a system dynamics perspective. Syst Dyn Rev 14(4):285–308CrossRefGoogle Scholar
  58. 58.
    Meadows DL (1970) Dynamics of commodity production cycles. Pegasus Communications, WalthamGoogle Scholar
  59. 59.
    Merten PP, Loffler R, Wiedmann KP (1987) Portfolio Simulation: A Tool to Support Strategic Management. Syst Dyn Rev 3(2):81–101CrossRefGoogle Scholar
  60. 60.
    Milling PM (1996) Modeling innovation processes for decision support and management Simulation. Syst Dyn Rev 12(3):211–23CrossRefGoogle Scholar
  61. 61.
    Milling PM (2002) Understanding and managing innovation processes. Syst Dyn Rev 18(1):73–86CrossRefGoogle Scholar
  62. 62.
    Milling PM (2007) A Brief History of System Dynamics in Continental Europe. Syst Dyn Rev 23(2/3):205–214Google Scholar
  63. 63.
    Montgomery CA (ed) (1995) Resource‐Based and Evolutionary Theories of the Firm. Kluwer, BostonGoogle Scholar
  64. 64.
    Morecroft JDW (1983) A Systems Perspective on Material Requirements Planning. Decis Sci 14(1):1–18CrossRefGoogle Scholar
  65. 65.
    Morecroft JDW (1984) Strategy Support Models. Strateg Manag J 5:215–229CrossRefGoogle Scholar
  66. 66.
    Morecroft JDW (1985) The Feedback View of Business Policy and Strategy. Syst Dyn Rev 1(1):4–19 CrossRefGoogle Scholar
  67. 67.
    Morecroft JDW (1986) The Dynamics of a Fledgling High‐Technology Growth Market. Syst Dyn Rev 2(1):36–61CrossRefGoogle Scholar
  68. 68.
    Morecroft JDW (1999) Management attitudes, learning and scale in successful diversification: a dynamic and behavioural resource system view. J Oper Res Soc 50(4):315–336Google Scholar
  69. 69.
    Morecroft JDW (2007) Strategic Modelling and Business Dynamics: A Feedback Systems View. Wiley, ChichesterGoogle Scholar
  70. 70.
    Morecroft JDW, Lane DC, Viita PS (1991) Modeling growth strategy in a biotechnology startup firm. Syst Dyn Rev 7(2):93–116CrossRefGoogle Scholar
  71. 71.
    Morecroft JDW, van der Heijden KAJM (1994) Modeling the Oil Producers: Capturing Oil Industry Knowledge in a Behavioral Simulation Model. In: Morecroft JDW, Sterman JD (eds) Modeling for Learning Organizations. Productivity Press, PortlandGoogle Scholar
  72. 72.
    Morecroft JDW, Wolstenholme E (2007) System Dynamics in the UK: A Journey from Stirling to Oxford and Beyond. Syst Dyn Rev 23(2/3):205–214CrossRefGoogle Scholar
  73. 73.
    O'Brien FA, Dyson RG (eds) (2007) Supporting Strategy. Wiley, ChichesterGoogle Scholar
  74. 74.
    Oliva R (1996) A Dynamic Theory of Service Delivery: Implications for Managing Service Quality. Ph.D. Thesis, Sloan School of Management, Massachusetts Institute of TechnologyGoogle Scholar
  75. 75.
    Oliva R (2001) Tradeoffs in responses to work pressure in the service industry. Calif Manag Rev 43(4):26–43Google Scholar
  76. 76.
    Oliva R, Sterman JD, Giese M (2003) Limits to growth in the new economy: exploring the ‘get big fast’ strategy in e‑commerce. Syst Dyn Rev 19(2):83–117CrossRefGoogle Scholar
  77. 77.
    Packer DW (1964) Resource Acquisition in Corporate Growth. M.I.T. Press, CambridgeGoogle Scholar
  78. 78.
    Paich M, Sterman JD (1993) Boom, Bust, and Failures to Learn in Experimental Markets. Manag Sci 39(12)CrossRefGoogle Scholar
  79. 79.
    Porter ME (1980) Competitive Strategy. The Free Press, New YorkGoogle Scholar
  80. 80.
    Porter ME (1985) Competitive Advantage. The Free Press, New YorkGoogle Scholar
  81. 81.
    Prahalad CK, Hamel G (1990) The Core Competence of the Corporation. Harv Bus Rev (May-June):71–91Google Scholar
  82. 82.
    Randers J, Göluke U (2007) forecasting turning points in shipping freight rates: lessons from 30 years of practical effort. Syst Dyn Rev 23(2/3):253–284Google Scholar
  83. 83.
    Repenning N, Kofmann F (1997) Unanticipated Side Effects of Successful Quality Programs: Exploring a Paradox of Organizational Improvement. Manag Sci 43(4)Google Scholar
  84. 84.
    Repenning NP, Sterman JD (2001) Nobody Ever Gets Credit for Fixing Problems that Never Happened: Creating and Sustaining Process Improvement. Calif Manag Rev 43(4):64–88Google Scholar
  85. 85.
    Repenning NP, Sterman JD (2002) Capability traps and self‐confirming attribution errors in the dynamics of process improvement. Adm Sci Q 47:265–295CrossRefGoogle Scholar
  86. 86.
    Richardson GP (1996) Modelling for Management: Simulation in Support of Systems Thinking. Dartsmouth Publishing Company, AldershotGoogle Scholar
  87. 87.
    Richardson GP, Andersen DF (1995) Teamwork in Group Model Building. Syst Dyn Rev 11(2):113–138CrossRefGoogle Scholar
  88. 88.
    Richmond B (1997) The Strategic Forum: Aligning Objectives, Strategy and Process. Syst Dyn Rev 13(2):131–148CrossRefGoogle Scholar
  89. 89.
    Risch J, Troyano‐Bermúdez L, Sterman J (1995) Designing Corporate Strategy with System Dynamics: A Case Study in the Pulp and Paper Industry. Syst Dyn Rev 11(4):249–274Google Scholar
  90. 90.
    Roberts EB (1977) Strategies for the Effective Implementation of Complex Corporate Models. Interfaces 8(1):26–33CrossRefGoogle Scholar
  91. 91.
    Roberts EB (ed) (1978) Managerial Applications of System Dynamics. The MIT Press, CambridgeGoogle Scholar
  92. 92.
    Roberts EB (2007) Making System Dynamics Useful: A Personal Memoir. Syst Dyn Rev 23(2/3):119–136CrossRefGoogle Scholar
  93. 93.
    Rockart SF, Lenox MJ, Lewin AY (2007) Interdependency, Competition, and Industry Dynamics. Manag Sci 53(4):599–615CrossRefGoogle Scholar
  94. 94.
    Snabe B, Grossler A (2006) System Dynamics Modelling for Strategy Implementation—Case Study and Issues. Syst Res Behav Sci 23:467–481CrossRefGoogle Scholar
  95. 95.
    Senge PM (1990) The Fifth Discipline: The Art and Practice of The Learning Organization. Doubleday, New YorkGoogle Scholar
  96. 96.
    Senge PM, Sterman JD (1992) Systems thinking and organizational learning: Acting locally and thinking globally in the organization of the future. Eur J Oper Res 59(1):137–150CrossRefGoogle Scholar
  97. 97.
    Sice P, Mosekilde E, Moscardini A, Lawler K, French I (2000) Using system dynamics to analyse interactions in duopoly competition. Syst Dyn Rev 16(2):113–133CrossRefGoogle Scholar
  98. 98.
    Sterman JD (1989) Modeling management behavior: misperceptions of feedback in a dynamic decision making experiment. Manag Sci 35:321–339CrossRefGoogle Scholar
  99. 99.
    Sterman JD (1989) Strategy Dynamics: the Rise and Fall of People Express. Memorandum D-3939-1 Sloan School of Management, M.I.TGoogle Scholar
  100. 100.
    Sterman JD (2000) Business Dynamics: Systems Thinking and Modeling for a Complex World. McGraw-Hill, New YorkGoogle Scholar
  101. 101.
    Sterman JD, Richardson G, Davidsen P (1988) Modeling the estimation of petroleum resources in the United States. Technol Forecast Soc Chang 33(3):219–249CrossRefGoogle Scholar
  102. 102.
    Thompson JP (1999) Consulting approaches with system dynamics: three case studies. Syst Dyn Rev 15(1):71–95CrossRefGoogle Scholar
  103. 103.
    Thompson JP (2006) Making sense of US health care system dynamics. Proceedings of the 2006 International System Dynamics Conference, Nijmegen, The NetherlandsGoogle Scholar
  104. 104.
    Vennix JAM (1996) Group Model Building: Facilitating Team Learning Using System Dynamics Field. Wiley, ChichesterGoogle Scholar
  105. 105.
    Warren KD (2002) Competitive Strategy Dynamics. Wiley, ChichesterGoogle Scholar
  106. 106.
    Warren KD (2004) Why Has Feedback Systems Thinking Struggled to Influence Strategy and Policy Formulation? Suggestive Evidence, Explanations and Solutions. Syst Res Behav Sci 21:331–347CrossRefGoogle Scholar
  107. 107.
    Warren KD (2005) Improving Strategic Management With the Fundamental Principles of System Dynamics. Syst Dyn Rev 21(4):329–350CrossRefGoogle Scholar
  108. 108.
    Warren KD (2007) Strategic Management Dynamics. Wiley, ChichesterGoogle Scholar
  109. 109.
    Weil HB (1980) The Evolution of an Approach for Achieving Implemented Results from System Dynamics Projects. In: Randers J (ed) Elements of the System Dynamics Method. MIT Press, CambridgeGoogle Scholar
  110. 110.
    Wolstenholme EF (1999) Qualitative vs. Quantitative Modelling: The Evolving Balance. J Oper Res Soc 50(4):422–428Google Scholar
  111. 111.
    Winch GW (1993) Consensus building in the planning process: benefits from a “hard” modeling approach. Syst Dyn Rev 9(3):287–300CrossRefGoogle Scholar
  112. 112.
    Winch GW (1999) Dynamic Visioning for Dynamic Environments. J Oper Res Soc 50(4):354–361Google Scholar
  113. 113.
    Winch GW (2001) Management of the “skills inventory” in times of major change. Syst Dyn Rev 17(2):151–159CrossRefGoogle Scholar
  114. 114.
    Zahn E, Dillerup R, Schmid U (1998) Strategic evaluation of flexible assembly systems on the basis of hard and soft decision criteria. Syst Dyn Rev 14(4):263–284CrossRefGoogle Scholar

Copyright information

© Springer-Verlag 2009

Authors and Affiliations

  • James M. Lyneis
    • 1
  1. 1.Worcester Polytechnic InstituteWorcesterUSA