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Handbook on Decision Making pp 331–371Cite as

Applications of Social Systems Modeling to Political Risk Management

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Part of the book series: Intelligent Systems Reference Library ((ISRL,volume 33))

Abstract

Risk is inexplicably linked to complex inter-related structural and behavioral factors. Of these, human factors tend to be overarching and predominant. Any model that would assist with exploring the inter-relationships among structural and human factors would be immensely valuable to risk management. A social system model constructed with a valid set of software agent framework and complete with factions, institutions and other organizational descriptors, all based on best-of-breed social science theories, can act as the desired testbed to evaluate effects that may arise from alternative courses of action. Through our past case studies, we describe in this article, how social systems modeling and associated intelligent system tools could be applied to assess and manage political risk (and by extension other social systems based risks). We also enumerate the challenges of such a testbed and describes best-of-breed theories drawn from across the social sciences and synthesized and implemented in an agent-based framework. These predictions are examined in a real world cases (Bangladesh) where the agent models are subjected to a validity check and the political risks are estimated.

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References

  1. Alesina, A., Ozler, S., Roubini, N., Swagel, P.: Political instability and economic growth. Journal of Economic Growth 1, 189–211 (1996)

    Article  MATH  Google Scholar 

  2. Alesina, A., Tabellini, G.: A Positive Theory of Fiscal Deficits and Government Debt. Review of Economic Studies 57(3), 403–414 (1990)

    Article  MATH  Google Scholar 

  3. Allen, V.L., Wilder, D.A.: Categorization, Belief Similarity, and Intergroup Discrimination. Journal of Personality and Social Psychology 32(6), 971–977 (1975)

    Article  Google Scholar 

  4. Atran, S.: In Gods We Trust: The Evolutionary Landscape of Religion. Oxford University Press (2004)

    Google Scholar 

  5. Barro, R.J., Sala i Martin, X.: Economic Growth. MIT Press, Cambridge (1999)

    Google Scholar 

  6. Barro, R.J.: Economic Growth in a Cross Section of Countries. Quarterly Journal of Economics 106(2), 407–443 (1991)

    Article  Google Scholar 

  7. Bates, R., Greif, A., Singh, S.: Organizing Violence. Journal of Conflict Resolution 46(5), 599–628 (2002)

    Article  Google Scholar 

  8. Bharathy, G., Silverman, B.: Challenges in Building and Validating Agent Based Social Systems Models. In: Simulation: Tran. of the Society for Modeling and Simulation International (2011a-Under Review)

    Google Scholar 

  9. Boudon, R.: Social Mechanisms without Black Boxes. In: Hedstrom, P., Swedberg, R. (eds.) Social Mechanisms: An Analytical Approach to Social Theory, pp. 172–203. Cambridge University Press, Cambridge (1998)

    Chapter  Google Scholar 

  10. Bunge, M.: Mechanisms and explanation. Philosophy of the Social Sciences 27(4), 410–465 (1997)

    Article  Google Scholar 

  11. Collier, P., Hoeffler, A.: On the Incidence of Civil War in Africa. Journal of Conflict Resolution 46(1), 13–28 (2002)

    Article  Google Scholar 

  12. Collier, P., Hoeffler, A.: On the Economic Causes of Civil War. Oxford Economic Papers 50(4), 563–573 (1998)

    Article  Google Scholar 

  13. Collier, P., Hoeffler, A.: Greed and Grievance in Civil War. Center for the Study of African Economies, Oxford (2001)

    Google Scholar 

  14. Collier, P.: On the Economic Consequences of Civil War. Oxford Economic Paper 51(1), 168–183 (1999)

    Article  Google Scholar 

  15. Davis, P.K.: Representing Social Science Knowledge Analytically. In: Davis, P.K., Cragin, K. (eds.) Social Science for Counterterrorism: Putting the Pieces Together. RAND Corporation, Santa Monica (2009b), www.rand.org/pubs/monographs/MG849/ (as of March 22, 2010)

    Google Scholar 

  16. De Haan, J.: Political institutions and economic growth reconsidered. Public Choice 127, 281–292 (2007)

    Article  Google Scholar 

  17. De Marchi, S.: Computational and Mathematical Modeling in the Social Sciences, Cambridge (2005)

    Google Scholar 

  18. Dziedzic, M., Sotirin, B., Agoglia, J. (eds.): Measuring Progress in conflict Environments (MPICE) – A Metrics Framework for Assessing Conflict Transformation and Stabilization, Defense Technical Information Catalog. United States Institute of Peace (August 2008)

    Google Scholar 

  19. Easterly, W., Levine, R.: Africa’s Growth Tragedy: Policies and Ethnic Divisions. Quarterly Journal of Economics 112(4), 1203–1250 (1997)

    Article  Google Scholar 

  20. Economist, The coup that dare not speak its name (January 18, 2007), http://www.economist.com/world/asia/displaystory.cfm?story_id=8560006 (accessed June 14, 2009)

  21. Edmonds, B., Moss, S.J.: From KISS to KIDS – An Anti-simplistic Modelling Approach. In: Davidsson, P., Logan, B., Takadama, K. (eds.) MABS 2004. LNCS (LNAI), vol. 3415, pp. 130–144. Springer, Heidelberg (2005), http://bruce.edmonds.name/kiss2kids/kiss2kids.pdf

    Chapter  Google Scholar 

  22. Elbadawi, I., Sambanis, N.: Why Are There So Many Civil Wars in Africa? Understanding and Preventing Violent Conflict. Journal of African Economies 9(3), 244–269 (2000)

    Article  Google Scholar 

  23. Elbadawi, I., Sambanis, N.: Now Much War Will We See? Explaining the Prevalence of Civil War. Journal of Conflict Resolution 46(3), 307–344 (2003)

    Article  Google Scholar 

  24. EPA (Environ. Prot. Agency), Guidance for Performing Aggregate and Risk Assessments. Off. Pestic. Programs, Washington, DC (1999)

    Google Scholar 

  25. Fatehi, S., Safizadeh, K., Hossein, M.: The Association between Political Instability and Flow of Foreign Direct Investment. Management International Review 29(4), 4–13 (1989)

    Google Scholar 

  26. Fearon, J., Laitin, D.: Ethnicity, Insurgency, and Civil War. American Political Science Review 97(1), 75–90 (2003)

    Article  Google Scholar 

  27. Fitzpatrick, M.: The definition and assessment of political risk in international business: A review of the literature. Academy of Management Review 8(2), 249–254 (1983)

    Google Scholar 

  28. Freedman, D.H.: Why Economic Models Are Always Wrong. Scientific American (October 26, 2011), http://www.scientificamerican.com/article.cfm?id=finance-why-economic-models-are-always-wrong

  29. Goldstone, J.A.: Toward a Fourth Generation of Revolutionary Theory. Annual Review of Political Science 4, 139–187 (2001)

    Article  Google Scholar 

  30. Green, R.T., Smith, C.H.: Multinational Profitability as a Function of Political Instability. Management International Review 6, 23–29 (1972)

    Google Scholar 

  31. Gupta, D.: The Economics of Political Violence. Praeger, New York (1980)

    Google Scholar 

  32. Hedstrom, P., Swedberg, R.: Social Mechanisms; An Introductory Essay. In: Hedstrom, P., Swedberg, R. (eds.) Social Mechanisms: An Analytical Approach to Social Theory, pp. 172–203. Cambridge University Press, Cambridge (1998)

    Chapter  Google Scholar 

  33. Hedström, P., Swedberg, R.: Social mechanisms. Acta Sociologica 39(3), 281–308 (1996)

    Article  Google Scholar 

  34. Hubbard, D.: How to Measure Anything: Finding the Value of Intangibles in Business, p. 46. John Wiley & Sons (2007)

    Google Scholar 

  35. Hubbard, D.: The Failure of Risk Management: Why It’s Broken and How to Fix It. John Wiley & Sons (2009)

    Google Scholar 

  36. Imai, K., Weinstein, J.: Measuring the Economic Impact of Civil War, CID Working Paper No. 51, Center for International Development, Harvard University (June 2000), http://www.cid.harvard.edu/cidwp/051.pdf (accessed: May 12, 2010)

  37. Jakobsen, J.: Old problems remain, new ones crop up: Political risk in the 21st century. Business Horizons 53, 481–490 (2010)

    Article  Google Scholar 

  38. Johnson, B.L., Reisa, J.J.: Essays in commemoration of the 20th anniversary of the National Research Council’s risk assessment in the federal government: managing the process. Hum. Ecol. Risk Assess. 9, 1093–1099 (2003)

    Article  Google Scholar 

  39. Jong-A-Pin, R.: Essays on Political Instability: Measurement, Cause and Consequences, Dissertation, University of Groningen (2008b)

    Google Scholar 

  40. Jong-A-Pin, R.: On the measurement of political instability and its impact on economic growth, SOM research report, 06C05, University of Groningen, Research Institute Systems Organizations and Management, SOM (2006)

    Google Scholar 

  41. Jong-A-Pin, R., De Haan, J.: Growth accelerations and regime changes: a correction. Economic Journal Watch 5, 51–58 (2008a)

    Google Scholar 

  42. Kaplan, S., Haimes, Y.Y., Garrick, B.J.: Fitting hierarchical holographic modeling into the theory of scenario structuring and a resulting refinement to the quantitative definition of risk. Risk Anal. 21, 807–819 (2001)

    Article  Google Scholar 

  43. Keey, R.B.: Management of Engineering Risk (for Petroleum Transportation Study Project), Centre for Advanced Engineering, University of Canterbury (April 2000)

    Google Scholar 

  44. King, G., Honaker, J., Joseph, A., Scheve, K.: Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation. Harvard University (2000) (unpublished manuscript)

    Google Scholar 

  45. King, G., Tomz, M., Wittenberg, J.: Making the Most of Statistical Analysis: Improving Interpretation and Presentation. American Journal of Political Science 44(2), 341–355 (2000)

    Article  Google Scholar 

  46. Kletz, T.: Hazop and Hazan, 4th edn. Taylor & Francis (2006)

    Google Scholar 

  47. Kobrin, S.J.: Political Risk: A Review and Reconsideration. Journal of International Business Studies 10(1), 67–80 (1979)

    Article  MathSciNet  Google Scholar 

  48. Lindley, D.: The Philosophy of Statistics. The Statistician (2000)

    Google Scholar 

  49. Loree, D.W., Guisinger, S.E.: Policy and Non-Policy Determinants of U.S. Equity Foreign Direct Investment. Journal of International Business Studies 26(2), 281–299 (1995)

    Article  Google Scholar 

  50. Mahoney, J.: Beyond correlational analysis: Recent innovations in theory and method. Sociological Forum 16(3), 575–593 (2001)

    Article  Google Scholar 

  51. McKinsey Quarterly: Risk: Seeing around the corners (October 2009), http://www.mckinseyquarterly.com/Strategy/Strategy_in_Practice/Risk_Seeing_around_the_corners_2445 (accessed: August 2010)

  52. Morrison, D., Stevensson, H.: Political instability in independent black Africa. Journal of Conflict Resolution 15, 347–368 (1971)

    Article  Google Scholar 

  53. Natl. Res. Council [NRC-NAS]. Risk Assessment in the Federal Government: Managing the Process. Natl. Acad. Press, Washington, DC (1983)

    Google Scholar 

  54. Nehrt, L.C.: The Political Environment for Foreign Investment. Praeger Publishers, NY (1970)

    Google Scholar 

  55. Noricks, D.M.E.: The Root Causes of Terrorism. In: Davis, P.K., Cragin, K. (eds.) Social Science for Counterterrorism; Putting the Pieces Together. RAND Corporation, Santa Monica (2009), http://www.rand.org/pubs/monographs/MG849/ (as of March 22, 2010)

    Google Scholar 

  56. O’Brien, S.P.: Crisis Early Warning and Decision Support: Contemporary Approaches and Thoughts on Future Research. International Studies Review 12(1), 87–104 (2010)

    Article  Google Scholar 

  57. Olibe, K.O., Crumbley, C.L.: Determinants of U.S. Private Foreign Direct Investments in OPEC Nations: From Public and Non-Public Policy Perspectives. Journal of Public Budgeting, Accounting & Financial Mgmt. (1), 331–355 (1997)

    Google Scholar 

  58. Perotti, R.: Growth, income distribution, and democracy: What does the data say. Journal of Economic Growth 1, 149–187 (1996)

    Article  MATH  Google Scholar 

  59. Reason, J.: Human Error. Cambridge University Press (1990) ISBN: 0521314194

    Google Scholar 

  60. Regan, P., Norton, D.: Greed, Grievance, and Mobilization in Civil Wars. Journal of Conflict Resolution 49(3), 319–336 (2005)

    Article  Google Scholar 

  61. Robock, S.H.: Political Risk: Identification and Assessment. Columbia Journal of World Business 6(4), 6 (1971)

    Google Scholar 

  62. Rodriguez, R.M., Carter, C.E.: International Financial Management. Prentice-Hall, Englewood Cliffs (1976)

    Google Scholar 

  63. Shapiro, A.C.: Capital Budgeting for the Multinational Corporation. Financial Management (Financial Management Association) 7(1), 7–16 (1978)

    Google Scholar 

  64. Silverman, B.G., Bharathy, G.K.: Modeling the Personality & Cognition of Leaders. In: 14th Conference on Behavioral Representations In Modeling and Simulation, SISO (May 2005)

    Google Scholar 

  65. Silverman, B.G., Bharathy, G.K., Kim, G.J.: The New Frontier of Agent-Based Modeling and Simulation of Social Systems with Country Databases, Newsfeeds, and Expert Surveys. In: Uhrmacher, A., Weyns, D. (eds.) Agents, Simulation and Applications. Taylor and Francis (2009a)

    Google Scholar 

  66. Silverman, B.G.: Systems social science: a design inquiry approach for stabilization and reconstruction of social systems. J. of Intelligent Decision Technologies 4(1), 51–74 (2010a)

    Google Scholar 

  67. Silverman, B.G., Bharathy, G.K., Eidelson, R., Nye, B.: Modeling Factions for ‘Effects Based Operations’: Part I –Leaders and Followers. Journal of Computational and Mathematical Organization Theory 13, 379–406 (2007a)

    Article  MATH  Google Scholar 

  68. Silverman, B.G., Bharathy, G.K., Nye, B., Smith, T.: Modeling Factions for ‘Effects Based Operations’: Part II – Behavioral Game Theory. Journal of Computational and Mathematical Organization Theory 14(2), 120–155 (2008a)

    Article  MATH  Google Scholar 

  69. Silverman, B.G., Bharathy, G.K., Smith, T., Eidelson, R., Johns, M.: Socio-Cultural Games for Training and Analysis: The Evolution of Dangerous Ideas. IEEE Systems, Man and Cybernetics 37(6), 1113–1130 (2007b)

    Article  Google Scholar 

  70. Silverman, B., Bharathy, G.K., Nye, B., Kim, G.J., Roddy, Poe, M.: Simulating State and Sub-State Actors with CountrySim: Synthesizing Theories across the Social Sciences. In: Sokolowski, J., Banks, C. (eds.) Modeling and Simulation Fundamentals: Theoretical Underpinnings and Practical Domains. M. Wiley STM (2010)

    Google Scholar 

  71. Silverman, Bharathy, G., Nye, B.: Gaming and Simulating Sub-National Conflicts. In: Argamon, S., Howard, N. (eds.) Computational Methods for Counter-Terrorism. Springer, Heidelberg (2009b)

    Google Scholar 

  72. Tetlock, P.: Expert Political Judgment: How Good is It? How Can We Know? Princeton University Press, Princeton (2005)

    Google Scholar 

  73. Woodward, D.P., Rolfe, R.J.: The Location of Export-Oriented Foreign Direct Investment in the Carribean Basin. J. of International Business Studies 24(1), 121–144 (1993)

    Article  Google Scholar 

  74. Zacharias, G.L., MacMillan, J., Van Hemel, S.B. (eds.): Behavioral Modeling and Simulation: From Individuals to Societies. National Research Council, National Academies Press (2008)

    Google Scholar 

  75. Zink, D.W.: The Politicial Risks for Multinational Enterprise in Developing Countries. Praeger, NY (1973)

    Google Scholar 

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Authors and Affiliations

  1. Ackoff Collaboratory for Advancement of Systems Approaches (ACASA), University of Pennsylvania, 120 Hayden Hall, 220 South 33rd Street, Philadelphia, PA, 19104-6315

    Gnana K. Bharathy & Barry Silverman

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  1. Gnana K. Bharathy
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  2. Barry Silverman
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Editors and Affiliations

  1. University of Technology, Sydney (UTS), Australia

    Jie Lu  & Guangquan Zhang  & 

  2. University of South Australia, Australia

    Lakhmi C. Jain

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Bharathy, G.K., Silverman, B. (2012). Applications of Social Systems Modeling to Political Risk Management. In: Lu, J., Jain, L.C., Zhang, G. (eds) Handbook on Decision Making. Intelligent Systems Reference Library, vol 33. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25755-1_17

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  • DOI: https://doi.org/10.1007/978-3-642-25755-1_17

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