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Group Model Building and Participatory Methods in System Dynamics Modeling

Peter Hovmand, Ph.D. Director, Brown School of Social Work System Dynamics Lab Washington University in St. Louis Institute for Systems Science in Health Ann Arbor, MI May 3 - May 8. Group Model Building and Participatory Methods in System Dynamics Modeling.

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Group Model Building and Participatory Methods in System Dynamics Modeling

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  1. Peter Hovmand, Ph.D. Director, Brown School of Social Work System Dynamics LabWashington University in St. Louis Institute for Systems Science in HealthAnn Arbor, MI May 3 - May 8 Group Model Building and Participatory Methods in System Dynamics Modeling Work supported by Center for Mental Health Services Research, George Warren Brown School of Social Work, Washington University; through an award from the National Institute of Mental Health (P30 MH068579); National Science Foundation (SES-0724577), Substance Abuse Mental Health Services Administration Mental Health Transformation State Incentive Grant (SM57474-01), Center for New Institutional Social Sciences at Washington University in St. Louis; Save the Children UK Mongolia; and Foundation for Ecological Security

  2. Research • Implementation of innovations • Evidence based practice (NSF, NIMH) • Domestic violence prevention (CDC, NIMH) • Cooking stoves in India (I-CARES, CNISS) • Mental health transformation (SAMHSA) • Diabetic retinopathy screening (VA, NIMH) • Infusing parenting training in child welfare (NIMH) • Simulation modeling • System dynamics • Group model building/participatory methods

  3. Related publications • Hovmand, P. S., & O'Sullivan, J. (2008). Lessons from an interdisciplinary system dynamics course. System Dynamics Review, 24(4), 479-488. • Hovmand, P. S., Jonson-Reid, M., & Drake, B. (2007). Mapping service networks. Journal of Technology and Human Services, 25(4), 1-22. • Hovmand, P. S. (2008). Appendix C: Causal mapping. In Cooperative agreements for mental health transformation state incentive grants. Requests for applications no. SM-05-009. State of Missouri Comprehensive Mental Health Plan, April 2008. Rockville, MD: Substance Abuse and Mental Health Services Administration, U. S. Department of Health and Human Services. • Hovmand, P.S., Ford, D.N., Flom, I., & Kyriakakis, S. (in press). Victims arrested for domestic violence: unintended consequences of arrest policies. System Dynamics Review • Hovmand, P.S., & Ford, D.N. (in press). Sequence and timing of three community interventions to domestic violence. American Journal of Community Psychology.

  4. Flexibility of SD practice across social theoretic paradigms(Figure from Lane, D.C. (1999). Social theory and system dynamics practice. European Journal of Operational Research 113, 501-527)

  5. Modeling and simulation paradigms Radical Change Views of Society Learning problems: Working with people at risk and their families to help them learn through their own modeling Restructuring problems: Changing the structure of diabetes, e.g., a cure for a chronic disease Subjective Views of Social Science Objective Views of Social Science Coordination problems: Developing a shared vision of how to prevent diabetes System design problems:Identifying the key drivers of diabetes, resource allocation, policy analysis Regulation Views of Society

  6. Flexibility of SD practice across social theoretic paradigms(Figure from Lane, D.C. (1999). Social theory and system dynamics practice. European Journal of Operational Research 113, 501-527)

  7. Modeling and simulation paradigms Radical Change Views of Society Subjective Views of Social Science Objective Views of Social Science Regulation Views of Society

  8. Triangulation Plant demography CNH System Dynamics Model Group model building Household survey

  9. Group model building (GMB) • Motivations for GMB: • Modeling is theory building • Greatest insights come from modeling process • Participation increases likelihood of implementation • Participation is an intervention • Form of: • Action research (AR) • Participatory action research (PAR) • Method for group decision making/problem solving

  10. Some key decisions in GMB • Modeler/research or participant initiated? • Defining or scoping the problem • Is it a system? • Is it dynamic? • Is SD the right tool? • Identification of stakeholders • Single session or multi-session • Where to do it • Qualitative or quantitative (simulation) model • Start with a “blank slate” or preliminary/concept model • Scripted or unscripted

  11. Examples of scripts • Scheduling • Room setup • Hopes and fears icebreaker • Variable elicitation • Structure elicitation • Reference mode elicitation • Reflector feedback

  12. GMB Scripts

  13. Roles in GMB • Participants • Core modeling team • Facilitator/substantive expert (1) • Modeler/facilitator (1) • Gatekeepers/leaders (1-4) • Recorders (2-4) • Process coach (1)

  14. Save the Children UK Ulaanbaatar, Mongolia

  15. Concept model

  16. Research model

  17. Research model in Mongolian

  18. Measurement model

  19. Household survey

  20. Household survey

  21. Department of Mental Health Jefferson City, MO

  22. Casual mapping exercises

  23. Mental health transformation

  24. Changing structure

  25. Community preparation Natural supports Populations losing appropriate services + - - Stigma - R3 R4 + Public awareness of mental illness + Outcomes according to families and consumers + + Consumers and Families in Leadership + Consumer Empowerment Quality of life + + - -

  26. Statewide Mental Health Transformation

  27. Foundation for Ecological Security, Andhra Pradesh, India

  28. Reflecting model back

  29. Models Built by Villagers in Local Language (Telugu)

  30. From Telugu to Vensim Models built by Villagers in Local Language (Telugu) Villagers’ Modelas Causal Loop Diagram in Vensim

  31. Vensim version

  32. Implementation of EBP and organizational performance

  33. Preliminary simulation model

  34. Structure elicitation for client buy in

  35. Group model building as intervention

  36. Modeling with Children

  37. Wildebeests-Cats-Dogs System W = Wildebeests WB = Wildebeests births WD = Wildebeests deaths C = Cats CB = Cat births CD = Cat deaths D= Dogs CB = Dog births CD = Dog deaths

  38. Things to keep in mind • It’s easier for participants to model their own problems than abstracted problems • The model is not a representation of their prior mental models, but a new socially constructed mental model • Generally increases perceived relevance, harder to maintain quality of analytic insightsrelative to simulation models, but greater likelihood of implementation* • Very useful for scoping

  39. Readings related to GMB • Vennix, J. (1996). Group model building. New York: John Wiley & Sons. • Andersen, D. F., & Richardson, G. P. (1997). Scripts for group model building. System Dynamics Review, 13(2), 107-129. • Rouwette, E., Vennix, J. A. M., & Mullekom, T. v. (2006). Group model building effectiveness: A review of assessment studies. System Dynamics Review, 18(1), 5-45. • Luna-Reyes, L. F., Martinez-Moyano, I. J., Pardo, T. A., Cresswell, A. M., Andersen, D. F., & Richardson, G. P. (2006). Anatomy of a group model-building intervention: Building dynamic theory from case study research. System Dynamics Review, 22(4), 291-320. • Eden, C., Ackermann, F., Bryson, J. M., Richardson, W. S., Andersen, D., & Finn, C. B. (2009). Integrating modes of policy analysis and strategic management practice: requisite elements and dilemmas. Journal of the Operational Research Society, 60, 2-13. • Kumar, S. (2002). Methods for community participation: a complete guide for practitioners: Practical Action.

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