Skip to main content

Economics and Markets

  • Chapter
  • First Online:

Abstarct

Economic matters are often entangled with interventions. Aid agencies need to understand where they can have the highest leverage, and where aid may cause harmful economic distortions. Humanitarian interventions in crises will be more effective if the economic and social root causes of the crisis are addressed as well. The root causes of insurgencies often include economic issues, particularly economic discrimination. Planners for military operations in a country need to know the economic side effects of military activities, including the effects of withdrawal. Government agencies trying to bring developed-nation investors into a developing country must understand, along with the potential investors, what the economic prospects of the economy are, and how safe an investment is (or is not). Economic modeling and analysis can assist in each of these cases.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Notes

  1. 1.

    Chart of economic behavior modes adapted from Graham et al. (2008a, b), © PA Consulting Group, Inc. Used with permission.

  2. 2.

    The modelers were from PA Consulting Group, which also employed the author. Text and figures adapted from various materials copyright © PA Consulting Group, Inc., and are used with permission.

  3. 3.

    This example is adapted from “Economic Model Capability Description Document” by PA Consulting, March 31, 2008, copyright © PA Consulting Group, Inc. 2008, used with permission.

References

  • Alfeld, L., & Graham, A. (1976). Introduction to Urban Dynamics. Waltham, Mass.: Pegasus Communications.

    Google Scholar 

  • Bernanke, B., & Blinder, A. (1988). Credit, money and aggregate demand. American Economic Review, 78(2), 435–439.

    Google Scholar 

  • Billari, F., et al. (2006). Agent-Based Computational Modeling: Applications in Demography, Social, Economic and Environmental Sciences (Contributions to Economics). Heidelberg, Germany: Physica-Verlag.

    Google Scholar 

  • Bueno de Mesquita, B., Morrow, J., Siverson, R., & Smith, A. (2002). Political institutions, policy choice and the survival of leaders. British Journal of Political Science, 32, 559–590.

    Article  Google Scholar 

  • Bueno de Mesquita, B., Smith, A., Siverson, R., & Morrow, J. (2004). The Logic of Political Survival. Cambridge, MA: MIT Press.

    Google Scholar 

  • Burgess, G., Chong, S., Summers, G., Strobl, M., Graham, A., Horne, S., Torre, C., & Kreider, B. (2009). PA&E Global Economics Study Final Report: A reconnaissance of economic issues impacting DoD. Washington, DC: Department of Defense Directorate for Program Analysis and Evaluation.

    Google Scholar 

  • Caldwell, J. (1976). Toward a restatement of demographic transition theory. Population and Development Review, 2, 321–366.

    Article  Google Scholar 

  • Caldwell, J., Caldwell, B., Caldwell, P., McDonald, P., & Schindlmayr, T. (2006). Demographic Transition Theory. Dordrecht, the Netherlands: Springer Science & Business Media.

    Google Scholar 

  • Curry, J. (2000). A Short Course in International Economics. Novato, CA: World Trade Press.

    Google Scholar 

  • DARPA. (2006). Towards a system dynamics model of insurgency in Fallujah: Integrating knowledge to understand underlying drivers and identify high leverage intervention points, Final Deliverable for Contract HR0011-06-C-0128. For Official Use Only.

    Google Scholar 

  • Das, D. (2009). The evolution of renminbi yuan and the protracted debate on its undervaluation: An integrated review. Journal of Asian Economics, 20(50), 570–579, September 2009. Order article at http://www.sciencedirect.com/

    Google Scholar 

  • Dixit, A., & Skeathmore, S. (2004). Games of Strategy, 2nd ed. New York, NY: WW Norton.

    Google Scholar 

  • Eatwell, J., Milgate, M., & Newman, P., (Eds.) (1987). The New Palgrave: A Dictionary of Economics. London, UK and New York, NY: Macmillan and Stockton.

    Google Scholar 

  • Eckstein, O. (1983). The DRI Model of the US Economy. New York, NY: McGraw-Hill.

    Google Scholar 

  • ECRI (Economic Cycle Research Institute). (2009). New York and London. Retrieved from http://www.businesscycle.com/.

  • Fair, R. (2004). Estimating How the Macroeconomy Works. Cambridge, MA: Harvard University Press.http://fairmodel.econ.yale.edu/

  • Foley, D., & Sidrauski, M. (1971). Monetary and Fiscal Policy in a Growing Economy. New York: Macmillan.

    Google Scholar 

  • Forrester, J. (1961) Industrial Dynamics. Waltham, Mass.: Pegasus Communications.

    Google Scholar 

  • Forrester, J. (1971). Counterintuitive behavior of social systems. Technology Review, 73(3), 52–68. Retrieved from http://sdg.scripts.mit.edu/docs/D-4468-2.Counterintuitive.pdf

  • Forrester, N. (1982). A dynamic synthesis of basic macroeconomic theory: Implications for stabilization policy analysis (PhD Thesis). Cambridge, MA: Alfred P. Sloan School of Management, Massachusetts Institute of Technology.

    Google Scholar 

  • Forrester, J. (1989). The System Dynamics National Model: Macrobehavior from Microstructure. In Computer-Based Management of Complex Systems: International System Dynamics Conference. Springer, Berlin.

    Google Scholar 

  • Gallup Corporation. (2009). Retrieved from http://www.voice-of-the-people.net/ContentFiles/files/VoP2005/VOP2005_Democracy%20FINAL.pdf.

  • Gandolfo, G. (2002). International Finance and Open-Economy Macro-economics. New York, NY: Springer.

    Google Scholar 

  • Godley, W., & Lavoie, M. (2006). Monetary Economics: An Integrated Approach to Credit, Money, Income, Production and Wealth. London: Palgrave-Macmillan.

    Google Scholar 

  • Graham, A. (1982). The long wave. Journal of Business Forecasting, 1(5), 69–74.

    Google Scholar 

  • Graham, A. (2009a). Four grand challenges for system dynamics. In Proceedings of the 2009 International System Dynamics Conference. Albuquerque, NM.

    Google Scholar 

  • Graham, A. (2009b). Methodological changes needed to meet the world’s Grand Challenges. In Proceedings of the 2009 International System Dynamics Conference. Albuquerque, NM.

    Google Scholar 

  • Graham, A., & Ariza, C. (2003). Dynamic, strategic and hard questions: using optimization to answer a marketing resource allocation question. System Dynamics Review, 19(1), 27–46.

    Article  Google Scholar 

  • Graham, A., & Godfrey, J. (2003). Achieving Win-Win in a Regulatory Dispute: Managing 3G Competition. In Proceedings of the 2003 International System Dynamics Conference. Albany, NY: System Dynamics Society. Retrieved from http://www.systemdynamics.org/.

  • Graham, A., Moore, J., & Choi, C. (2002). How robust are conclusions from a complex calibrated model, really? A project management model benchmark using fit-constrained Monte Carlo analysis. Proceedings of the 2002 International System Dynamics Conference, Palermo, Italy.

    Google Scholar 

  • Graham, A., & Senge, P. (1980). A long-wave hypothesis of innovation. Technological Forecasting and Social Change, 17, 125–142.

    Article  Google Scholar 

  • Graham, A., Mayo, D., & Pickels, W. (2008a). OSD/PA&E Economic Analysis Study: Conceptual Framework. Cambridge, MA: PA Consulting Group.

    Google Scholar 

  • Graham, A., Mayo, D., & Pickels, W. (2008b). OSD/PA&E economic analysis study: Conceptual framework and discussion items. Presentation for “Global Economics and Finance Game Design Planning Seminar” 2008. Cambridge, MA: PA Consulting Group.

    Google Scholar 

  • J8/WAD. (2007). Analysis of Network Enabled Stabilization & Reconstruction Operations. Final deliverable for contract: W74V8H-04-D-0051, December 7, 2007.

    Google Scholar 

  • Koo, R. (2008). The Holy Grail of Macroeconomics: Lessons from Japan’s Great Recession. New York, NY: Wiley.

    Google Scholar 

  • Kott, A., & Corpac, P. (2007). Technology to assist leaders in planning and executing campaigns in complex operational environments: conflict modeling, planning and outcomes experimentation program (COMPOEX). In Proceedings of the 12th International Command and Control Research and Technology Symposium. Newport, RI. Retrived from http://www.dodccrp.org/events/12th_ICCRTS/CD/html/presentations/232.pdf

  • Krugman, P. (1999). Balance sheets, the transfer problem, and financial crises” in Isard, P., Razin A. & Rose, A. (eds). International Finance and Financial Crises: Essays in honor of Robert P. Flood, Jr. Norwell, Mass.: Kluwer.

    Google Scholar 

  • Krugman, P., & Obstfeld, M. (2008). International Economics: Theory and Policy (8th ed.). Reading, Mass.: Addison-Wesley.

    Google Scholar 

  • Krugman, P. (2009). The Return of Depression Economics and the Crisis of 2008. New York, NY: W. W. Norton & Co.

    Google Scholar 

  • Kubler, F. (2008). Computation of general equilibria (new developments). In Durlauf, S. N., & Blume, L. E., (Eds.), The New Palgrave Dictionary of Economics. Second Edition. New York, NY: Palgrave Macmillan.

    Google Scholar 

  • Low, G. (1977). Financial market dynamics: an analysis of credit extension and savings allocation (PhD Thesis). Cambridge, MA: Massachusetts Institute of Technology, Sloan School of Management.

    Google Scholar 

  • Lyneis, J. (1999). System dynamics for strategy: a phased approach. System Dynamics Review, 15(1), 37–70.

    Article  Google Scholar 

  • Lyneis, J. (2000). System dynamics for market forecasting and structural analysis. System Dynamics Review, 16(1), 3–25.

    Article  Google Scholar 

  • Mass, N. (1975). Economic Cycles: An Analysis of Underlying Causes. Waltham, MA: Pegasus Communications.

    Google Scholar 

  • Mayo, D., Callaghan, M., & Dalton, W. (2001). Aiming for restructuring success at London Underground. System Dynamics Review, 17(3), 261–289.

    Article  Google Scholar 

  • Modigliani, F., & Brumberg, R. (1954). Utility analysis and the consumption function: an interpretation of cross-section data. In Kurihara, K. K., (Ed.), Post-Keynesian Economics. New Brunswick, NJ: Rutgers University Press.

    Google Scholar 

  • NBER (National Bureau of Economic Research). (2009). Cambridge, MA. Retrived from http://www.nber.org/.

  • OUSD Policy Forces Transformation and Resources. (2007). System Dynamics Modeling of Stability Operations. Final Deliverables for contract: W74V8H-04-D-0051.

    Google Scholar 

  • Rahmandad, H., & Sterman, J. (2004). Heterogeneity and Network Structure in the Dynamics of Diffusion: Comparing Agent-Based and Differential Equation Models. Sloan School of Management Working Paper Series ESD-WP-2004-5. Cambridge, MA: Massachusetts Institute of Technology.

    Google Scholar 

  • Romer, P. (1990). Endogenous technological change. Journal of Political Economy, 98(5), S71–S102. Retrived from http://www.jstor.org/stable/2937632

    Article  Google Scholar 

  • Runge, D. (1976). Labor-market dynamics: an analysis of mobility and wages (PhD Thesis). Cambridge, MA: Massachusetts Institute of Technology, Sloan School of Management.

    Google Scholar 

  • Samuelson, P., & Nordhaus, W. (2004). Economics (18th ed.). New York, NY: McGraw-Hill.

    Google Scholar 

  • Schweppe, F. (1973). Uncertain Dynamic Systems. Engelwood Cliffs, NJ: Prentice-Hall.

    Google Scholar 

  • Sen, A. (1985). Commodities and Capabilities. Oxford, UK: Oxford University Press.

    Google Scholar 

  • Senge, P. (1978). The system dynamics national model investment function: a comparison to the neoclassical investment function (PhD Thesis). Cambridge, MA: Massachusetts Institute of Technology, Sloan School of Management.

    Google Scholar 

  • Senge, P. (1990). The Fifth Discipline. New York, NY: Doubleday.

    Google Scholar 

  • Shibuya, H. (2001). Economic takeoff and capital flight”. ESRI Discussion Paper Series no. 8. Tokyo: Economic and Social Research Institute Cabinet Office, Government of Japan. Available online at http://www.esri.go.jp/en/archive/e_dis/abstract/e_dis008-e.html

  • Solow, R. (1956). A Contribution to the theory of economic growth. Quarterly Journal of Economics, 70(1), 65–94.

    Article  Google Scholar 

  • Solow, R. (1957). Technical change and the aggregate production function. Review of Economics and Statistics, 39(3), 312–320.

    Article  MathSciNet  Google Scholar 

  • Sterman, J. D. (1982). The energy transition and the economy: A system dynamics approach (PhD Thesis). Cambridge, MA: Massachusetts Institute of Technology, Sloan School of Management.

    Google Scholar 

  • Sterman, J. D. (1986). The economic long wave: theory and evidence. System Dynamics Review 2, 87–125.

    Article  Google Scholar 

  • Sterman, J. D. (1988). A Skeptic’s guide to computer models. In Grant, L., (Ed.), Foresight and National Decisions. Pages 133–169. Lanham, MD: University Press of America.

    Google Scholar 

  • Sterman, J. D. (2000). Business Dynamics: Systems Thinking and Modeling for a Complex World. New York, NY: McGraw-Hill/Irwin.

    Google Scholar 

  • Stephens, C., Graham, A., & Lyneis, J. (2005). System dynamics modeling in the legal arena: meeting the challenges of expert witness admissibility. System Dynamics Review. 21(2): 95–122.

    Article  Google Scholar 

  • Taylor, M. (1991). The hyperinflation model of money demand revisited. Journal of money, Credit and Banking, 23(3), 327–51. Available through JSTOR at http://ideas.repec.org/a/mcb/jmoncb/v23y1991i3p327-51.html

  • Theil, H. (1971). Principles of Econometrics. New York: John Wiley & Sons.

    MATH  Google Scholar 

  • Transport for London. (2009). Retrived from http://www.tfl.gov.uk/corporate/modesoftransport/1548.aspx.

  • UN Development Programme. (2009). Human Development Report and Human Development Indices. Retrived from http://hdr.undp.org/en/humandev/hdi/.

  • University of Maryland. Inforum (2009). Retrieved from http://inforumweb.umd.edu/.

  • Von Peter, G. (2005). Debt-deflation: concepts and a stylized model. BIS Working Papers, 176. Basel, Switzerland: Bank for International Settlements.

    Google Scholar 

  • Williams, J. (2007). The Complete Strategist: Being a Primer on the Theory of Games of Strategy. Santa Monica, CA: RAND Corporation.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Alan K. Graham .

Editor information

Editors and Affiliations

Resources

Resources

1.1 Economic Behaviors and Data

  1. 1.

    “Near-economic” behavior modes

  2. 2.

    Secular industrialization, demographic transition

  3. 3.

    General macroeconomics

  4. 4.

    Business cycles

  5. 5.

    Trade balancing through the exchange rates

    • (Curry 2000; Gandolfo 2002)

  6. 6.

    Currency exchange mercantilism

    • (Burgess et al. 2009; Das 2009)

  7. 7.

    Import dependence and stagflation

    • Models: (Bernanke and Blinder 1988; Godley and Lavoie 2006)

  8. 8.

    Capital flight

  9. 9.

    Debt-deflation spiral

    • Models: (Von Peter 2005; Sterman 1986)

    • Descriptive analysis: (Graham and Senge 1980; Graham 1982; Koo 2008)

  10. 10.

    Deficit-lead hyperinflation

    • Models: (Taylor 1991)

    • Description: (Krugman and Obstfeld 2008)

  11. 11.

    Currency crisis/investment boom and bust, currency exchange defense

    • Models: (Krugman 1999)

    • Descriptive analysis: (Krugman 2009)

1.2 Analytical Methods

  1. 1.

    Economic models generally

    • Journal of Economic Literature, which publishes only review articles on economic topics, will intermittently include macroeconomic models.

  2. 2.

    Quantitative systems thinking

  3. 3.

    Analytical models

  4. 4.

    General equilibrium

    • Large numerical GE: (Inforum 2009; Kubler 2008)

    • Small analytical GE:

    • ISLM analysis in any macroeconomics textbook, e.g., (Samuelson and Nordhaus 2004)

    • More modern small GE models are actually market equilibrium and steady-state growth (Solow 1956, 1957; Foley and Sidrauski 1971; Romer 1990)

  5. 5.

    Single-equation regression and stochastic models

  6. 6.

    System dynamics

    • General:

    • (Forrester 1961; Alfeld and Graham 1976; Sterman 2000)

    • System Dynamics Society http://www.systemdynamics.org/

    • Well-known cases: (Mayo et al. 2001; Lyneis 1999)

    • Methodological cases: (Graham et al. 2002; Graham and Ariza 2003; Lyneis 2000)

    • Mathematical foundations:

    • (Schweppe 1973)

  7. 7.

    Game theory

    • (Dixit and Skeathmore 2004; Williams 2007)

  8. 8.

    Agent-based

    • Social science applications: (Billari et al. 2006)

    • Methodological discussion:

    • (Rahmandad and Sterman 2004)

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer US

About this chapter

Cite this chapter

Graham, A.K. (2010). Economics and Markets. In: Kott, A., Citrenbaum, G. (eds) Estimating Impact. Springer, Boston, MA. https://doi.org/10.1007/978-1-4419-6235-5_4

Download citation

  • DOI: https://doi.org/10.1007/978-1-4419-6235-5_4

  • Published:

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4419-6234-8

  • Online ISBN: 978-1-4419-6235-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics