Encyclopedia of Complexity and Systems Science

Living Edition
| Editors: Robert A. Meyers

Group Model Building

  • Etiënne A. J. A. Rouwette
  • Jac A. M. Vennix
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DOI: https://doi.org/10.1007/978-3-642-27737-5_264-3
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Definition of the Subject

Computer (simulation) models have been used to support policy and decision making in decades after World War II. Over the years, modelers learned that the application of these models to policy problems was not as straightforward as had been thought initially. As of the beginning of the 1970s, studies started to appear that questioned the use of large-scale computer models to support policy and decision making (cf. Hoos 1972; Lee 1973). Lee’s article bears the significant title: “Requiem for large-scale models,” a statement that leaves little room for ambiguity. Other authors who have studied the impact records of computer models also seem rather skeptical (e.g., Brewer 1973; Greenberger et al. 1976; House 1982; Watt 1977). It is interesting to note that Greenberger et al., after interviewing both modelers and policy makers (for whom the models were constructed), found that modelers generally pointed to the fact that they learned a lot from modeling a...

Keywords

System Dynamic Model Nominal Group Technique Junior Researcher Modeling Team Reference Mode 
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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Bibliography

Primary Literature

  1. Ackoff RA (1979) The future of operational research is past. J Oper Res Soc 30(2):93–104CrossRefGoogle Scholar
  2. Ajzen I (1991) The theory of planned behavior. Org Behav Hum Decis Proc 50:179–211CrossRefGoogle Scholar
  3. Ajzen I (2001) Nature and operation of attitudes. Annu Rev Psychol 52:27–58CrossRefGoogle Scholar
  4. Akkermans HA (1995) Modelling with managers: participative business modelling for effective strategic decision-making. PhD dissertation, Technical University EindhovenGoogle Scholar
  5. Andersen DF, Richardson GP (1997) Scripts for group model-building. Syst Dyn Rev 13(2):107–129CrossRefGoogle Scholar
  6. Andersen DF, Maxwell TA, Richardson GP, Stewart TR (1994) Mental models and dynamic decision making in a simulation of welfare reform. In: Proceedings of the 1994 international system dynamics conference: social and public policy, Sterling, pp 11–18Google Scholar
  7. Andersen DF, Richardson GP, Vennix JAM (1997) Group model-building: adding more science to the craft. Syst Dyn Rev 13(2):187–201CrossRefGoogle Scholar
  8. Andersen DF, Vennix JAM, Richardson GP, Rouwette EAJA (2007) Group model building: problem structuring, policy simulation and decision support. J Oper Res Soc 58(5):691–694CrossRefGoogle Scholar
  9. Black L, Andersen D (2012) Using visual representations as boundary objects to resolve conflict in collaborative model-building approaches. Syst Res Behav Sci 29(2):194–208CrossRefGoogle Scholar
  10. Brewer GD (1973) Politicians, bureaucrats and the consultant: a critique of urban problem solving. Basic Books, New YorkGoogle Scholar
  11. Briggs RO, de Vreede GJ, Nunamaker JFJ (2003) Collaboration engineering with ThinkLets to pursue sustained success with group support systems. J Manag Inf Syst 19:31–63Google Scholar
  12. Cavaleri S, Sterman JD (1997) Towards evaluation of systems thinking interventions: a case study. Syst Dyn Rev 13(2):171–186CrossRefGoogle Scholar
  13. Checkland P (1981) Systems thinking, systems practice. Wiley, Chichester/New YorkGoogle Scholar
  14. Coyle G (2000) Qualitative and quantitative modelling in system dynamics: some research questions. Syst Dyn Rev 16(3):225–244CrossRefGoogle Scholar
  15. Coyle G (2001) Maps and models in system dynamics: rejoinder to Homer and Oliva. Syst Dyn Rev 17(4):357–363CrossRefGoogle Scholar
  16. Delbecq AL, van de Ven AH, Gustafson DH (1975) Group techniques for program planning: a guide to nominal group and delphi processes. Scott, Foresman and Co, GlenviewGoogle Scholar
  17. Dennis AR, Wixom BH, van den Berg RJ (2001) Understanding fit and appropriation effects in group support systems via meta-analysis. Manag Inf Syst Q 25:167–183CrossRefGoogle Scholar
  18. Eden C, Ackermann F (2001) SODA – the principles. In: Rosenhead J, Mingers J (eds) Rational analysis for a problematic world revisited. Problem structuring methods for complexity, uncertainty and conflict. Wiley, Chichester, pp 21–42Google Scholar
  19. Fjermestad J, Hiltz SR (1999) An assessment of group support systems experimental research: methodology and results. J Manag Info Syst 15:7–149Google Scholar
  20. Fjermestad J, Hiltz SR (2001) A descriptive evaluation of group support systems case and field studies. J Manag Info Syst 17:115–160Google Scholar
  21. Forrester JW (1961) Industrial dynamics. MIT Press, CambridgeGoogle Scholar
  22. Forrester JW (1987) Lessons from system dynamics modelling. Syst Dyn Rev 3(2):136–149CrossRefGoogle Scholar
  23. Greenberger M, Crenson MA, Crissey BL (1976) Models in the policy process: public decision making in the computer era. Russel Sage Foundation, New YorkGoogle Scholar
  24. Homer J, Oliva R (2001) Maps and models in system dynamics: a response to Coyle. Syst Dyn Rev 17(4):347–355CrossRefGoogle Scholar
  25. Hoos IR (1972) Systems analysis in public policy: a critique. University of California Press, Berkeley/Los Angeles/LondonGoogle Scholar
  26. House PW (1982) The art of public policy analysis: the arena of regulations and resources (2nd printing). Sage, Thousand OaksGoogle Scholar
  27. Hovmand PS, Andersen DF, Rouwette E, Richardson GP, Rux K, Calhoun A (2012) Group Model Building ‘Scripts’ as a Collaborative Planning Tool. Syst Res Behav Sci 29(2):179–193CrossRefGoogle Scholar
  28. Hsiao N, Richardson GP (1999) In search of theories of dynamic decision making: a literature review. In: Cavana RY et al (eds) Systems thinking for the next millennium – proceedings of the 17th international conference of the system dynamics society, System Dynamics Society, Wellington. http://www.systemdynamics.org/conferences/1999/PAPERS/PLEN16.PDF
  29. Huz S (1999) Alignment from group model building for systems thinking: measurement and evaluation from a public policy setting. Unpublished doctoral dissertation, SUNY, AlbanyGoogle Scholar
  30. Huz S, Andersen DF, Richardson GP, Boothroyd R (1997) A framework for evaluating systems thinking interventions: an experimental approach to mental health system change. Syst Dyn Rev 13(2):149–169CrossRefGoogle Scholar
  31. Lane DC (1992) Modelling as learning: a consultancy methodology for enhancing learning in management teams. Eur J Oper Res 59(1):64–84 (Special issue of Eur J Oper Res: Morecroft JDW, Sterman JD (eds) Modelling for learning)MathSciNetCrossRefGoogle Scholar
  32. Lane DC, Oliva R (1998) The greater whole: towards a synthesis of system dynamics and soft systems methodology. Eur J Oper Res 107(1):214–235CrossRefMATHGoogle Scholar
  33. Lee DB (1973) Requiem for large-scale models. J Am Inst Plan 39(1):163–178CrossRefGoogle Scholar
  34. Luna-Reyes L, Martinez-Moyano I, Pardo T, Cresswell A, Andersen D, Richardson G (2006) Anatomy of a group model-building intervention: building dynamic theory from case study research. Syst Dyn Rev 22(4):291–320CrossRefGoogle Scholar
  35. Maxwell T, Andersen DF, Richardson GP, Stewart TR (1994) Mental models and dynamic decision making in a simulation of welfare reform. In: Proceedings of the 1994 international system dynamics conference, Stirling, Scotland. Social and Public Policy. System Dynamics Society, Lincoln, pp 11–28Google Scholar
  36. Meadows DH, Robinson JM (1985) The electronic oracle: computer models and social decisions. Wiley, Chichester/New YorkGoogle Scholar
  37. Mingers J, Rosenhead J (2004) Problem structuring methods in action. Eur J Oper Res 152:530–554CrossRefMATHGoogle Scholar
  38. Morecroft JDW, Sterman JD (1992) Modelling for learning. Eur J Oper Res 59(1 Special Issue):28–41Google Scholar
  39. Morton A, Ackermann F, Belton V (2003) Technology-driven and model-driven approaches to group decision support: focus, research philosophy, and key concepts. Eur J Info Syst 12:110–126CrossRefGoogle Scholar
  40. Nunamaker JF, Dennis AR, Valacich JS, Vogel DR, George JF (1991) Electronic meetings to support group work. Commun ACM 34(7):40–61CrossRefGoogle Scholar
  41. Otto PA, Struben J (2004) Gloucester fishery: insights from a group modeling intervention. Syst Dyn Rev 20(4):287–312CrossRefGoogle Scholar
  42. Pawson R, Tilley N (1997) Realistic evaluation. Sage, LondonGoogle Scholar
  43. Pervan G, Lewis LF, Bajwa DS (2004) Adoption and use of electronic meeting systems in large Australian and New Zealand organizations. Group Decis Negot 13(5):403–414CrossRefGoogle Scholar
  44. Petty RE, Cacioppo JT (1986) The elaboration likelihood model of persuasion. Adv Exp Soc Psychol 19:123–205CrossRefGoogle Scholar
  45. Randers J (1977) The potential in simulation of macro-social processes, or how to be a useful builder of simulation models. Gruppen for Ressursstudier, OsloGoogle Scholar
  46. Richardson GP (1991) Feedback thought in social science and systems theory. University of Pennsylvania Press, PhiladelphiaGoogle Scholar
  47. Richardson G (2006) Concept models. In: Größler A, Rouwette EAJA, Langer RS, Rowe JI, Yanni JM (eds) Proceedings of the 24th international conference of the system dynamics society, NijmegenGoogle Scholar
  48. Richardson GP, Andersen DF (1995) Teamwork in group model-building. Syst Dyn Rev 11(2):113–137CrossRefGoogle Scholar
  49. Richardson GP, Andersen DF, Maxwell TA, Stewart TR (1994) Foundations of mental model research. In: Richardson GP (ed) Proceedings of the 1994 international system dynamics conference, Stirling. System Dynamics Society, Lincoln, pp 181–192Google Scholar
  50. Richmond B (1987) The strategic forum: from vision to strategy to operating policies and back again. High Performance Systems Inc, Highway, LymeGoogle Scholar
  51. Richmond B (1997) The strategic forum: aligning objectives, strategy and process. Syst Dyn Rev 13(2):131–148MathSciNetCrossRefGoogle Scholar
  52. Roberts EB (1978) Strategies for effective implementation of complex corporate models. In: Roberts EB (ed) Managerial applications of system dynamics. Productivity Press, Cambridge, pp 77–85Google Scholar
  53. Rohrbaugh JW (1992) Collective challenges and collective accomplishments. In: Bostron RP, Watson RT, Kinney ST (eds) Computer augmented team work: a guided tour. Van Nostrand Reinhold, New York, pp 299–324Google Scholar
  54. Rouwette EAJA (2003) Group model building as mutual persuasion. PhD dissertation, Radboud University, NijmegenGoogle Scholar
  55. Rouwette EAJA, Vennix JAM (2006) System dynamics and organizational interventions. Syst Res Behav Sci 23(4):451–466CrossRefGoogle Scholar
  56. Rouwette EAJA, Vennix JAM (2007) Team learning on messy problems. In: London M, Sessa VI (eds) Work group learning: understanding, improving & assessing how groups learn in organizations. Lawrence Erlbaum Associates, Mahwah, pp 243–284Google Scholar
  57. Rouwette EAJA, Vennix JAM, van Mullekom T (2002) Group model building effectiveness: a review of assessment studies. Syst Dyn Rev 18(1):5–45CrossRefGoogle Scholar
  58. Rouwette EAJA, Größler A, Vennix JAM (2004) Exploring influencing factors on rationality: a literature review of dynamic decision-making studies in system dynamics. Syst Res Behav Sci 21(4):351–370CrossRefGoogle Scholar
  59. Rouwette EAJA, Vennix JAM, Felling AJA (2008) On evaluating the performance of problem structuring methods: an attempt at formulating a conceptual framework. Paper accepted for group decision and negotiationGoogle Scholar
  60. Schein EH (1987) Process consultation, vol II. Addison-Wesley, ReadingGoogle Scholar
  61. Shields M (2001) An experimental investigation comparing the effects of case study, management flight simulator and facilitation of these methods on mental model development in a group setting. In: Hines JH, Diker VG, Langer RS, Rowe JI (eds) Proceedings of the 20th international conference of the system dynamics society, System Dynamics Society, Atlanta, GeorgiaGoogle Scholar
  62. Shields M (2002) The role of group dynamics in mental model development. In: Davidsen PI, Mollona E, Diker VG, Langer RS, Rowe JI (eds) Proceedings of the 21st international conference of the system dynamics society, System Dynamics Society, Palermo, ItalyGoogle Scholar
  63. Stenberg L (1980) A modeling procedure for public policy. In: Randers J (ed) Elements of the system dynamics method. Productivity Press, Cambridge, pp 292–312Google Scholar
  64. Sterman JD (1994) Learning in and about complex systems. Syst Dyn Rev 10(2–3):291–330CrossRefGoogle Scholar
  65. van den Belt M (2004) Mediated modeling. A system dynamics approach to environmental consensus building. Island Press, Washington, DCGoogle Scholar
  66. Vennix JAM (1996) Group model-building: facilitating team learning using system dynamics. Wiley, ChichesterGoogle Scholar
  67. Vennix JAM (1999) Group model building: tackling messy problems. Syst Dyn Rev 15(4):379–401CrossRefGoogle Scholar
  68. Vennix JAM, Gubbels JW, Post D, Poppen HJ (1990) A structured approach to knowledge elicitation in conceptual model-building. Syst Dyn Rev 6(2):31–45CrossRefGoogle Scholar
  69. Vennix JAM, Scheper W, Willems R (1993) Group model-building: what does the client think of it? In: Zepeda E, Machuca J (eds) The role of strategic modelling in international competitiveness. Proceedings of the 1993 international system dynamics conference, System Dynamics Society, Cancun, Mexico, pp 534–543Google Scholar
  70. Vennix JAM, Akkermans HA, Rouwette EAJA (1996) Group model-building to facilitate organizational change: an exploratory study. Syst Dyn Rev 12(1):39–58CrossRefGoogle Scholar
  71. Vennix JAM, Andersen DF, Richardson GP (eds) (1997) Special issue on group model building. Syst Dyn Rev 13(2):187–201Google Scholar
  72. Verburgh LD (1994) Participative policy modelling: applied to the health care industry. PhD dissertation, Radboud University NijmegenGoogle Scholar
  73. Warren K (2000) Competitive strategy dynamics. Wiley, ChichesterGoogle Scholar
  74. Warren K (2005) Improving strategic management with the fundamental principles of system dynamics. Syst Dyn Rev 21(4):329–350CrossRefGoogle Scholar
  75. Watt CH (1977) Why won’t anyone believe us? Simulation 28:1–3MathSciNetCrossRefGoogle Scholar
  76. Weil HB (1980) The evolution of an approach for achieving implemented results from system dynamic projects. In: Randers J (ed) Elements of the system dynamics method. MIT, CambridgeGoogle Scholar
  77. Winch GW (1993) Consensus building in the planning process: benefits from a “hard” modelling approach. Syst Dyn Rev 9(3):287–300CrossRefGoogle Scholar
  78. Wolstenholme EF (1992) The definition and application of a stepwise approach to model conceptualisation and analysis. Eur J Oper Res 59:123–136CrossRefGoogle Scholar
  79. Zagonel AA (2004) Reflecting on group model building used to support welfare reform in New York state. Unpublished doctoral dissertation, SUNY, AlbanyGoogle Scholar

Books and Reviews

  1. Meadows DH, Richardson J, Bruckmann G (1982) Groping in the dark: the first decade of global modelling. Wiley, ChicesterGoogle Scholar
  2. Schwartz RM (1994) The skilled facilitator: practical wisdom for developing effective groups. Jossey-Bass, San FranciscoGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2015

Authors and Affiliations

  • Etiënne A. J. A. Rouwette
    • 1
  • Jac A. M. Vennix
    • 1
  1. 1.Institute for Management ResearchRadboud UniversityNijmegenThe Netherlands