Financial market sustainable development of Kazakhstan: scenario approach based on fuzzy cognitive maps

References

• Al-Khouri, R., and H. Arouri. 2016. “The Simultaneous Estimation of Credit Growth, Valuation, and Stability of the Gulf Cooperation Council Banking Industry.” Economic Systems 40 (3): 499–518.
   Web of Science ®Google Scholar
• Ali, A., and N. Ariffin. 2016. “Macroprudential Analysis of Financial Crisis Impacts on Banks’ Soundness: Evidence from Pakistan.” In Macroprudential Regulation and Policy for the Islamic Financial Industry, edited by M. Zulkhibri, A.G. Ismai, and S.E. Hidayat, 163–176. Cham: Springer.
   Google Scholar
• Armacost, R. L., J. C. Hosseini, and J. Pet-Edwards. 1999. “Using the Analytic Hierarchy Process as a Two-Phase Integrated Decision Approach for Large Nominal Groups.” Group Decision and Negotiation 8: 535–555.
   Web of Science ®Google Scholar
• Axelrod, R. 1976. Structure of Decision: The Cognitive Maps of Political Elites. Upper Saddle River, NJ: Princeton University Press.
   Google Scholar
• Bayraktar, N. 2014. “Measuring Relative Development Level of Stock Markets: Capacity and Effort of Countries.” Borsa Istanbul Review 14 (2): 74–95. doi:https://doi.org/10.1016/j.bir.2014.02.001.
   Google Scholar
• Beck, T., R. Levine, and N. Loayza. 2000. “Finance and the Sources of Growth.” Journal of Financial Economics 58 (1–2): 261–300.
   Web of Science ®Google Scholar
• Bhanumurthy, N. R., and P. Singh. 2013. “Financial Sector Development and Economic Growth in Indian States.” International Journal of Economic Policy in Emerging Economies 6 (1): 47–63.
   Google Scholar
• Bishop, P., A. Hines, and T. Collins. 2007. “The Current State of Scenario Development: An Overview of Techniques.” Foresight (Los Angeles, Calif) 9 (1): 5–25. doi:https://doi.org/10.1108/14636680710727516.
   Google Scholar
• Blundell-Wignal, A., and C. Roulet. 2014. “Macroprudential Policy, Bank Systemic Risk, and Capital Conrtols.” OECD Journal: Financial Market Trends 2013 (2): 1–22.
   Google Scholar
• Bossel, H. 1987. “Viability and Sustainability – Matching Development Goals to Resource Constraints.” Futures 19: 114–128.
   Web of Science ®Google Scholar
• Bossel, H. 1999. Indicators for Sustainable Development: Theory, Methods and Applications. A Report to the Balaton Group. Winnipeg, Manitoba: International Institute for Sustainable Development.
   Google Scholar
• Bradfield, R., G. Wright, G. Burt, G. Cairns, and K. Van Der Heijden. 2005. “The Origins and Evolution of Scenario Techniques in Long Range Business Planning.” Futures 37 (8): 795–812. doi:https://doi.org/10.1016/j.futures.2005.01.003.
   Web of Science ®Google Scholar
• Brun, I., F. Durif, and L. Ricard. 2014. “E-relationship Marketing: A Cognitive Mapping Introspection in the Banking Sector.” European Journal of Marketing 48 (3/4): 572–594. doi:https://doi.org/10.1108/EJM-04-2012-0207.
   Web of Science ®Google Scholar
• Calabrese, A., R. Costa, N. Levialdi, and T. Menichini. 2018. “Integrating Sustainability into Strategic Decision-Making: A Fuzzy AHP Method for the Selection of Relevant Sustainability Issues.” Technological Forecasting and Social Change. doi:https://doi.org/10.1016/j.techfore.2018.11.005.
   Google Scholar
• Carlucci, D., F. A. F. Ferreira, G. Schiuma, M. S. Jalali, and N. J. S. Antonio. 2018. “A Holistic Conception of Sustainable Banking: Adding Value with Fuzzy Cognitive Mapping.” Technological and Economic Development of Economy 24 (4): 1303–1322.
   Web of Science ®Google Scholar
• Carvalho, J. P. 2013. “On the Semantics and the use of Fuzzy Cognitive Maps and Dynamic Cognitive Maps in Social Sciences.” Fuzzy Sets and Systems 214: 6–19. doi:https://doi.org/10.1016/j.fss.2011.12.009.
   Web of Science ®Google Scholar
• Chu, L. K. 2019. “Financial Structure and Economic Growth Nexus Revisited.” Borsa Istanbul Review. doi:https://doi.org/10.1016/j.bir.2019.08.003.
   Google Scholar
• Cihak, M., A. Demirguc-Kunt, and E. Feyen. 2012. Benchmarking Financial Systems Around the World. World Bank Report. Washington, DC: World Bank Group.
   Google Scholar
• Demirguc-Kunt, A., B. L. Horvath, and H. Huizinga. 2017. “How Does Long-Term Finance Affect Economic Volatility?” Journal of Financial Stability 33: 41–59.
   Web of Science ®Google Scholar
• Demirguc-Kunt, A., and R. Levine. 1996. “Stock Markets, Corporate Finance, and Economic Growth: An Overview.” World Bank Economic Review 10: 223–239.
   Web of Science ®Google Scholar
• Dickerson, J. A., and B. Kosko. 1997. Virtual Worlds as Fuzzy Cognitive Maps. Upper Saddle River, NJ: Prentice-Hall.
   Google Scholar
• Durance, P., and M. Godet. 2010. “Scenario Building: Uses and Abuses.” Technological Forecasting and Social Change 77 (9): 1488–1492. doi:https://doi.org/10.1016/j.techfore.2010.06.007.
   Web of Science ®Google Scholar
• Ferreira, F. A. F., M. S. Jalali, and J. J. M. Ferreira. 2016. “Experience-focused Thinking and Cognitive Mapping in Ethical Banking Practices: From Practical Intuition to Theory.” Journal of Business Research 69 (11): 4953–4958.
   Web of Science ®Google Scholar
• Ferreira, F. A. F., M. S. Jalali, J. J. M. Ferreira, J. Stankeviciene, and C. S. E. Marques. 2016. “Understanding the Dynamics Behind Bank Branch Service Quality in Portugal: Pursuing a Holistic View Using Fuzzy Cognitive Mapping.” Service Business 10 (3): 469–487.
   Web of Science ®Google Scholar
• Fullwiler, S. T., and J. A. Leach. 2015. “Sustainable Finance: Building a More General Theory of Finance.” Working Paper 106. Binzagr Institute for Sustainable Prosperity. Accessed August 19, 2019. http://www.binzagr-institute.org/wp-content/uploads/2015/04/WP-106.pdf.
   Google Scholar
• Gazdar, K., M. K. Hassan, M. F. Safa, and R. Grassa. 2019. “Oil Price Volatility, Islamic Financial Development and Economic Growth in Gulf Cooperation Council (GCC) Countries.” Borsa Istanbul Review 19 (3): 197–206. doi:https://doi.org/10.1016/j.bir.2018.07.005.
   Web of Science ®Google Scholar
• Gupta, S., and S. Gupta. 2017. “Modeling Economic System Using Fuzzy Cognitive Maps.” International Journal of System Assurance Engineering and Management 8 (S2): 1472–1486. doi:https://doi.org/10.1007/s13198-017-0616-6.
   Google Scholar
• IMF. 2016. Introducing a New Broad-Based Index of Financial Development. Working Paper. Washington, DC: IMF.
   Google Scholar
• Kahn, H., and A. J. Wiener. 1967. The Year 2000: A Framework for Speculation on the Next Thirty-Three Years. New York: Macmillan.
   Google Scholar
• KASE. 2018. “News.” Kazakhstan Stock Exchange. Accessed January 25, 2019 . http://kase.kz/en/news/search/everywhere/strict/number of accounts/.
   Google Scholar
• Kasman, A., and K. Mekenbayeva. 2016. “Technical Efficiency and Total Factor Productivity in the Kazakh Banking Industry.” Acta Oeconomica 66 (4): 685–709.
   Web of Science ®Google Scholar
• Kazakhstan’s Stock Exchange. 2018. “News.” Accessed January 25, 2019. http://kase.kz/en/news/search/ everywhere/strict/number of accounts/.
   Google Scholar
• King, R. G., and R. Levine. 1993. “Finance and Growth – Schumpeter Might Be Right.” Quarterly Journal of Economics 108 (3): 717–737.
   Web of Science ®Google Scholar
• Kok, K. 2009. “The Potential of Fuzzy Cognitive Maps for Semi-Quantitative Scenario Development, with an Example from Brazil.” Global Environmental Change-Human and Policy Dimensions 19 (1): 122–133.
   Web of Science ®Google Scholar
• Kosko, B. 1986. “Fuzzy Cognitive Maps.” International Journal of Man-Machine Studies 24 (1): 65–75.
   Google Scholar
• Koulouriotis, D. E., I. E. Diakoulakis, and D. M. Emiris. 2001a. “A Fuzzy Cognitive Map-based Stock Market Model: Synthesis, Analysis and Experimental Results.” In 10th IEEE International Conference on Fuzzy Systems. Meeting the Grand Challenge: Machines That Serve People, Vol. 1–3, 465–468.
   Google Scholar
• Koulouriotis, D. E., I. E. Diakoulakis, and D. M. Emiris. 2001b. “Learning Fuzzy Cognitive Maps Using Evolution Strategies: A Novel Schema for Modeling and Simulating High-level Behavior.” In Proceedings of the 2001 Congress on Evolutionary Computation, Vol. 1–2, 364–371.
   Google Scholar
• Le, T.-H., A. T. Chuc, and F. Taghizadeh-Hesary. 2019. “Financial Inclusion and Its Impact on Financial Efficiency and Sustainability: Empirical Evidence from Asia.” Borsa Istanbul Review. doi:https://doi.org/10.1016/j.bir.2019.07.002.
   Web of Science ®Google Scholar
• Lee, K. C., and H. S. Kim. 1997. “A Fuzzy Cognitive Map-Based bi-Directional Inference Mechanism: An Application to Stock Investment Analysis.” Journal Intellectual System of Accounting Finance Management 6 (1): 41–57.
   Google Scholar
• Levine, R., N. Loayza, and T. Beck. 2000. “Financial Intermediation and Growth: Causality and Causes.” Journal of Monetary Economics 46 (1): 31–77.
   Web of Science ®Google Scholar
• Louati, S., and Y. Boujelbene. 2015. “Bank’s Stability-Efficiency Within Dual Banking System: A Stochastic Frontier Analysis.” International Journal of Islamic and Middle Eastern Finance and Management 8 (4): 472–490.
   Web of Science ®Google Scholar
• Luintel, K. B., M. Khan, R. Leon-Gonzalez, and G. J. Li. 2016. “Financial Development, Structure and Growth: New Data, Method and Results.” Journal of International Financial Markets Institutions and Money 43: 95–112.
   Web of Science ®Google Scholar
• Mardani, A., A. Jusoh, and E. K. Zavadskas. 2015. “Fuzzy Multiple Criteria Decision-Making Techniques and Applications – Two Decades Review from 1994 to 2014.” Expert Systems with Applications 42 (8): 4126–4148. doi:https://doi.org/10.1016/j.eswa.2015.01.003.
   Web of Science ®Google Scholar
• Ministry of the National Economy of Kazakhstan. 2019. “Official Statistic Data of the Republic of Kazakhstan.” Accessed December 15, 2018. http://stat.gov.kz/.
   Google Scholar
• Minola, T., and M. Giorgino. 2008. “Who’s Going to Provide the Funding for High Tech Start-ups? A Model for the Analysis of Determinants with a Fuzzy Approach.” R&D Management 38 (3): 335–351. doi:https://doi.org/10.1111/j.1467-9310.2008.00518.x.
   Web of Science ®Google Scholar
• Nassrzadeh, S. M. R., B. Sohrabi, and M. Mosakhani. 2008. “An Integrative Framework For E-Business Information System Development.” Review of Business information Systems 12 (1): 53–62.
   Google Scholar
• NBRK. 2018. “Financial Sector Indicators: Banking Sector.” National Bank of the Republic of Kazakhstan. Accessed December 15, 2018. https://nationalbank.kz/?docid=1065andswitch=russian.
   Google Scholar
• NBRK. 2019a. International Reserves and Assets of the National Fund of the Republic of Kazakhstan. Almaty: National Bank of the Republic of Kazakhstan. Accessed October 12, 2018. https://nationalbank.kz/?docid=285andswitch=russian.
   Google Scholar
• NBRK. 2019b. “Monetary Policy.” National Bank of Republic of Kazakhstan. Accessed January 17, 2019. https://nationalbank.kz/?docid=3326andswitch=english.
   Google Scholar
• Nichkasova, Y. 2019. “Conceptual Model for Managing Sustainable Development of the Financial Market Based on Fuzzy Cognitive Maps: Case Study of Kazakhstan.” Mendeley Data V2. doi:https://doi.org/10.17632/4kngjy9ggt.2.
   Google Scholar
• Nichkasova, Y., K. Sadvokassova, and N. Kayupov. 2020. “The Conceptual Model for Managing Sustainable Development of the Financial Market Based on Fuzzy Cognitive Maps: Case Study of Kazakhstan.” International Journal of Economic Policy in Emerging Economies. (In Print).
   Google Scholar
• Ozili, P. K. 2018. “Impact of Digital Finance on Financial Inclusion and Stability.” Borsa Istanbul Review 18 (4): 329–340. doi:https://doi.org/10.1016/j.bir.2017.12.003.
   Web of Science ®Google Scholar
• Ponomarenko, V. S., N. M. Vnukova, O. M. Kolodiziev, and S. A. Achkasova. 2019. “The Influence of Governmental Regulation and Supervision on the Development of the Risk-Oriented System of Financial Monitoring of Ukraine Financial and Credit Activity.” Problems of Theory and Practice 2 (29): 419–429. doi:https://doi.org/10.18371/fcaptp.v2i29.171986.
   Google Scholar
• Ramlall, I. 2018. “Concept of Financial Stability Demystified. Understanding Financial Stability.” The Theory and Practice of Financial Stability 1: 13–31. doi:https://doi.org/10.1108/978-1-78756-833-420181013.
   Google Scholar
• Refsgaard, J. C., J. P. Van Der Sluijs, A. L. Hojberg, and P. A. Vanrolleghem. 2007. “Uncertainty in the Environmental Modelling Process – A Framework and Guidance.” Environmental Modelling and Software 22 (11): 1543–1155.
   Web of Science ®Google Scholar
• Ruziev, K., and T. Majidov. 2013. “Differing Effects of the Global Financial Crisis on the Central Asian Countries: Kazakhstan, the Kyrgyz Republic and Uzbekistan.” Europe-Asia Studies 65 (4): 682–716. doi:https://doi.org/10.1080/09668136.2013.766044.
   Web of Science ®Google Scholar
• Schoenmaker, D., and W. Schramade. 2019. “Investing for Long-Term Value Creation.” Journal of Sustainable Finance & Investment, 1–22. doi:https://doi.org/10.1080/20430795.2019.1625012.
   Google Scholar
• Schwab, K. 2016. The Global Competitiveness Report 2016–2017. Geneva: WEF.
   Google Scholar
• Schwab, K. 2018. The Global Competitiveness Report 2018–2019. Geneva: WEF.
   Google Scholar
• Sohag, K., A. B. Nabilah, and R. A. Begum. 2015. “Dynamic Impact of Financial Development on Economic Growth: Heterogeneous Panel Data Analysis of Island Economies.” International Journal Economic Policy in Emerging Economies 8 (1): 77–95.
   Google Scholar
• Tiryaki, F., and B. Ahlatcioglu. 2009. “Fuzzy Portfolio Selection Using Fuzzy Analytic Hierarchy Process.” Information Sciences 179 (1–2): 53–69. doi:https://doi.org/10.1016/j.ins.2008.07.023.
   Web of Science ®Google Scholar
• Van Der Sluijs, J. P. 2012. “Uncertainty and Dissent in Climate Risk Assessment: A Post-Normal Perspective.” Nature + Culture 7 (2): 174–195.
   Web of Science ®Google Scholar
• Vecchiato, R. 2019. “Scenario Planning, Cognition, and Strategic Investment Decisions in a Turbulent Environment.” Long Range Planning. doi:https://doi.org/10.1016/j.lrp.2019.01.002.
   Google Scholar
• Vives, A., and B. Wadhwa. 2012. “Sustainability Indices in Emerging Markets: Impact on Responsible Practices and Financial Market Development.” Journal of Sustainable Finance and Investment 2 (3–4): 318–337. doi:https://doi.org/10.1080/20430795.2012.715578.
   Google Scholar
• Warmink, J. J., J. Janssen, M. J. Booij, and M. S. Krol. 2010. “Identification and Classification of Uncertainties in the Application of Environmental Models.” Environmental Modelling and Software 25 (12): 1518–1527.
   Web of Science ®Google Scholar
• Waygood, S. 2011. “How Do the Capital Markets Undermine Sustainable Development? What Can Be Done to Correct This?” Journal of Sustainable Finance and Investment 1 (1): 81–87. doi:https://doi.org/10.3763/jsfi.2010.0008.
   Google Scholar
• Weber, O. 2014. “The Financial Sector’s Impact on Sustainable Development.” Journal of Sustainable Finance and Investment 4 (1): 1–8. doi:https://doi.org/10.1080/20430795.2014.887345.
   Google Scholar
• WFE. 2019. “Statistics World Federation of Exchanges.” Accessed January 25, 2019. https://www.world-exchanges.org/our-work/statistics.
   Google Scholar
• Wongpiyabovorn, O. 2016. “Financial Development and Economic Growth: the Cases of Thailand, Malaysia, and the Philippines.” International Journal of Economic Policy in Emerging Economies 9 (2): 103–126.
   Google Scholar
• World Bank. 2013. Global Financial Development Report 2013: the Role of the State in Finance. Washington, DC: World Bank.
   Google Scholar
• World Bank. 2015. Global Financial Development Report 2015–2016: Long-Term Finance. Global Financial Development Report 2015. Washington, DC: World Bank.
   Google Scholar
• World Bank. 2018. Global Financial Development Report 2017/2018: Bankers Without Borders. Washington, DC: World Bank.
   Google Scholar
• World Economic Outlook Database. 2018. Accessed February 12, 2019 . https://www.imf.org/external/pubs/ft/weo/2018/02/weodata/index.aspx.
   Google Scholar
• Wu, L., and D. C. Broadstock. 2015. “Does Economic, Financial and Institutional Development Matter for Renewable Energy Consumption? Evidence from Emerging Economies.” International Journal of Economic Policy in Emerging Economies 8 (1): 20–39. doi:https://doi.org/10.1504/ijepee.2015.068246.
   Google Scholar
• Xirogiannis, G., and M. Glykas. 2004. “Fuzzy Cognitive Maps in Business Analysis and Performance-Driven Change.” IEEE Transactions on Engineering Management 51 (3): 334–351.
   Web of Science ®Google Scholar
• Zadeh, L. A. 1965. “Fuzzy Sets.” Information and Control 8 (3): 338–353. doi:https://doi.org/10.1016/s0019-9958(65)90241-x.
   Google Scholar
• Zhang, L. R., X. D. Qiao, and L. J. Zhu. 2014. “The Analytic Network Processes Method and Fuzzy Cognitive Map Method in Decision Making: A Comparative Study.” In Thirteenth Wuhan International Conference on E-Business, 244–225.
   Google Scholar
• Ziyadin, S. 2012. “Effect of the World Global Economic Crisis on the Condition of Banking Systems.” Actual Problems of Economics 134: 419–429.
   Google Scholar
• Zulkhibri, M. 2019. “Macroprudential Policy and Tools in a Dual Banking System: Insights from the Literature.” Borsa Istanbul Review 19 (1): 65–76. doi:https://doi.org/10.1016/j.bir.2018.04.001.
   Web of Science ®Google Scholar