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Modeling economic system using fuzzy cognitive maps

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  • Shashank Gupta

    (University of California, San Diego)

  • Shalini Gupta

    (Doon University)

Abstract

Macro-economic planning and policy decisions on various economic parameters do drive national economic activities leading to economic and social growth. These undergo dynamic changes on account of their mutual inter-relations and interactions and also due to factors internal and external to the economy. The objective of this work is to attempt and model major chosen economic variables using fuzzy cognitive map to decipher the development paradigm of the national economic system with respect to their mutual influences. Using the data of the Indian state, the study concluded that policy makers in developing nations must take steps to increase government spending, strengthen the local currency, reduce liabilities, increase fiscal deficit (within acceptable limits) and boost tax revenue in decreasing order of priority for early achievement of the desired objectives of higher GDP growth rate and social development. Moreover, the developed model inferred the possibility of GDP growth rate being influenced by under-reporting of services output in earlier years as compared to the later part of the study period. The methodology suggested and the results of the work do add to knowledge facilitating its use by policy makers and economic planners.

Suggested Citation

  • Shashank Gupta & Shalini Gupta, 2017. "Modeling economic system using fuzzy cognitive maps," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 8(2), pages 1472-1486, November.
  • Handle: RePEc:spr:ijsaem:v:8:y:2017:i:2:d:10.1007_s13198-017-0616-6
    DOI: 10.1007/s13198-017-0616-6
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    as
    1. Patrizio Pagano & Fabiano Schivardi, 2003. "Firm Size Distribution and Growth," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(2), pages 255-274, June.
    2. Sriya Iyer & Michael Kitson & Bernard Toh, 2005. "Social capital, economic growth and regional development," Regional Studies, Taylor & Francis Journals, vol. 39(8), pages 1015-1040.
    3. Céline Carrère & Jaime de Melo, 2015. "Fiscal Spending and Economic Growth: Some Stylized Facts," World Scientific Book Chapters, in: Developing Countries in the World Economy, chapter 7, pages 167-196, World Scientific Publishing Co. Pte. Ltd..
    4. Edison, Hali J. & Levine, Ross & Ricci, Luca & Slok, Torsten, 2002. "International financial integration and economic growth," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 749-776, November.
    5. Francisco Rodríguez & Dani Rodrik, 2001. "Trade Policy and Economic Growth: A Skeptic's Guide to the Cross-National Evidence," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 261-338, National Bureau of Economic Research, Inc.
    6. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    7. Yin, Weiwei & Li, Junye, 2014. "Macroeconomic fundamentals and the exchange rate dynamics: A no-arbitrage macro-finance approach," Journal of International Money and Finance, Elsevier, vol. 41(C), pages 46-64.
    8. Simon Johnson & Jonathan D Ostry & Arvind Subramanian, 2010. "Prospects for Sustained Growth in Africa: Benchmarking the Constraints," IMF Staff Papers, Palgrave Macmillan, vol. 57(1), pages 119-171, April.
    9. Srijit Mishra & Hippu Slak Kristle Nathan, 2013. "Measuring human development index: The old, the new and the elegant," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2013-020, Indira Gandhi Institute of Development Research, Mumbai, India.
    10. Stephen Knack & Philip Keefer, 1995. "Institutions And Economic Performance: Cross‐Country Tests Using Alternative Institutional Measures," Economics and Politics, Wiley Blackwell, vol. 7(3), pages 207-227, November.
    11. Charles I. Jones, 2002. "Sources of U.S. Economic Growth in a World of Ideas," American Economic Review, American Economic Association, vol. 92(1), pages 220-239, March.
    12. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    13. Peter Mawson, 2002. "Measuring Economic Growth in New Zealand," Treasury Working Paper Series 02/14, New Zealand Treasury.
    14. Baum, Anja & Checherita-Westphal, Cristina & Rother, Philipp, 2013. "Debt and growth: New evidence for the euro area," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 809-821.
    15. Levine, Ross & Zervos, Sara, 1996. "Stock Market Development and Long-Run Growth," The World Bank Economic Review, World Bank, vol. 10(2), pages 323-339, May.
    16. Esfahani, Hadi Salehi & Ramirez, Maria Teresa, 2003. "Institutions, infrastructure, and economic growth," Journal of Development Economics, Elsevier, vol. 70(2), pages 443-477, April.
    17. Amisano, Gianni & Fagan, Gabriel, 2013. "Money growth and inflation: A regime switching approach," Journal of International Money and Finance, Elsevier, vol. 33(C), pages 118-145.
    18. Feldkircher, Martin, 2014. "The determinants of vulnerability to the global financial crisis 2008 to 2009: Credit growth and other sources of risk," Journal of International Money and Finance, Elsevier, vol. 43(C), pages 19-49.
    19. Dollar, David & Kleineberg, Tatjana & Kraay, Aart, 2016. "Growth still is good for the poor," European Economic Review, Elsevier, vol. 81(C), pages 68-85.
    20. Knack, Stephen & Keefer, Philip, 1995. "Institutions and Economic Performance: Cross-Country Tests Using Alternative Institutional Indicators," MPRA Paper 23118, University Library of Munich, Germany.
    21. Muhammad Azeem Qureshi, 2009. "Human development, public expenditure and economic growth: a system dynamics approach," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 36(1/2), pages 93-104, January.
    22. Tsang, Eric W. K., 2014. "Old and New," Management and Organization Review, Cambridge University Press, vol. 10(03), pages 390-390, November.
    23. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    24. Adam, Antonis & Moutos, Thomas, 2014. "Do capital importing countries pay higher prices for their imports of goods?," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 95-108.
    25. Kaplan, Muhittin & Ozturk, Ilhan & Kalyoncu, Huseyin, 2011. "Energy Consumption and Economic Growth in Turkey: Cointegration and Causality Analysis," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 31-41, June.
    26. Jørgen R. Lotz & Elliott R. Morss, 1967. "Measuring "Tax Effort" in Developing Countries (Evaluation de l'effort fiscal dans les pays en voie de développement) (Medición del "esfuerzo tributario" de los países en desarr," IMF Staff Papers, Palgrave Macmillan, vol. 14(3), pages 478-499, November.
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    1. V. V. Kuleshov & A. V. Alekseev & M. A. Yagol’nitser, 2019. "Methods of Cognitive Analysis in Devising and Substantiating Strategies of Economic Development," Studies on Russian Economic Development, Springer, vol. 30(2), pages 185-191, March.
    2. Yeonggyu Yun & Hye-Young Jung, 2020. "Effects of Uncertainty Shocks on Household Consumption and Working Hours: A Fuzzy Cognitive Map-Based Approach," Mathematics, MDPI, vol. 8(6), pages 1-13, June.
    3. Hadef Hefaidh & Djebabra Mébarek, 2020. "A conceptual framework for risk matrix capitalization," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 11(3), pages 755-764, June.

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