Cognitive Modeling of Management Strategies of the Enterprises: the Experience of Developing and Testing

Authors

  • Robert Karayev Institute of Cybernetics National Academy of Sciences Baku
  • Islam I. Safarly
  • Teymur F. Abduragimov
  • Kamran A. Aliyev

DOI:

https://doi.org/10.14738/abr.24.357

Abstract

The paper discusses the difficulties of choice strategies of enterprises development in modern complicated turbulent environments. Ill-structured (by G. Simon ) and the dynamic nature of the problem of choice restricts the opportunities to use traditional widely known DSS-tools (SWOT & PEST, BSC, CCB, SODA, SAM, SAST, SCA, BCG, GE / McKinsey, Shell / DPM, MD ASQ et al.). New prospects for solution of the issue open ideas and methods such us "cognitive modeling" which today is major component of the global trend of world science - «NBIC Convergence". Some progress in terms of development and use of cognitive DSS-tools of strategic management was achieved over the past two decades. However it becomes apparent (and some "bottlenecks" are caused by complex phenomenology of modern management), that it is difficult to formalize. The paper presents the methodology of cognitive modeling and cognitive DSS-tools oriented to allow deal with this kind of "bottlenecks". The purpose of the article: a) present the short overview of the main provisions and basic tools of the developed methodology, and b) present the main results obtained in process of development and testing research prototypes of cognitive models for three companies with different structure and dynamics of their macroeconomic environment.

Keywords: enterprise strategy, dynamic analysis, cognitive approaches, cognitive models. 

References

. Simon, H. (1973.) The Structure of Ill-structured Problems. Artificial Intelligence, 4: pp. 181-202.

. Eden, C. (1988). Cognitive Mapping: a Review. Eur. Journ. Oper. Res, 5(3): pp. 1-13.

. Eden, C. (1992). On the Nature of Cognitive Maps. Journ. of Management Studies, 29(3): pp. 261-265.

. Westcombe, M., Pidd, M., Mackenzie, A., Warren, I., & Sommerville, S. (2002). Problem Solving Dialogue: Cognitive Mapping and IBIS. Working paper MS01/02. Management School, Lancaster University, UK. http://www.comp.lancs.ac.uk/computing/research/cseg/projects/wisdom/ (accessed 25.06.2014).

. Huff, A. S. (1990). Mapping strategic thought. Chichester: Wiley.

. Schellinck, J., & Webster, R. (2013). Cognitive models: Understanding their critical role as explanatory and predictive hypothesis generators in cognition research. Proc. of the IEEE Intern. Conf. on Cognitive Modeling (ICCM-2013).

. Russell, R.D. (1999). Developing a process model of entrepreneurial systems: a cognitive mapping approach. Entrepreneurship Theory and Practice, 23(3): pp. 65-85.

. Hodqkinson, G. (2001). Cognitive process in strategic management: Some emerging trends and future directions. Handbook of industrial, work&organizational psychology (pp. 416-441). London: SAGE Publication 2.

. Eden, C. (1989). Using Cognitive Mapping for Strategic Options Development and Analysis. In: Rosenhead J. (Ed.), Rational Analysis for a Problematic World (pp. 127-141). Chichester: Wiley.

. Proc. of the Intern. Conf. “Cognitive Analysis and Management of Development of Situations” (2007). CASC’2007. М.: Institute of Control Problems of RАS. http://window.edu.ru/resource/144/51144 (accessed 25.06.2014).

. Axelrod, R. (1976). The Structure of Decision. In R. Axelrod (Ed.), Cognitive Maps of Political Elites (pp. 405-427). Princeton: University Press.

. IEEE Proc. of the Intern. Conf. on Cognitive Modeling (ICCM) series:

ICCM 2013: Ottawa, Canada (proceedings)

ICCM 2012: Berlin, Germany (proceedings)

ICCM 2010: Philadelphia, USA (proceedings)

ICCM 2009: Manchester, UK (proceedings)

ICCM 2007: Ann Arbor, USA (proceedings)

ICCM 2006: Trieste, Italy (proceedings)

ICCM 2004: Pittsburgh, USA (proceedings)

ICCM 2003: Bamberg, Germany (proceedings)

ICCM 2001: Fairfax, USA (proceedings)

ICCM 2000: Groningen, Netherlands (proceedings)

ECCM 1998: Nottingham, UK (proceedings)

EuroCog 1996: Berlin, Germany (proceedings).

. Jones, J. (1982). Design Methods. New York, Toronto, Chichester: John Wiley&Sons.

. Swan, J. (1995). Exploring knowledge and cognitions in decisions about technological innovation: mapping managerial cognitions. Human Relations, 48(11): pp. 1241-1270.

. Roberts, F. (2011). Discreet mathematical models with application to social, biological and ecological issues. New Jersey: Prentice-Hall, Inc.

. Karayev, R.A. (2014). Cognitive approach to the analysis and choice of innovation strategies of the enterprises. Journal of Investment and Management, 3(1): pp.1-6.

. Westcombe, M. (2002). Problem structuring: the process of SODA modelling. Proc. of the ACM Hypertext Conference: Workshop on Facilitating Hypertext-Augmented Collaborative Modeling. University of Maryland, MD, USA.

. Decision Explorer TM User's Guide, Version 3. (1997). Glasgow: Banxia Software Limited.

. Decision ExplorerTM Reference Manual, Version 3.1. (2000). Glasgow: Banxia Software Limited.

. Dorner, D. (1996). The Logic of Failure: Recognizing and Avoiding Error in Complex Situations. Basic Books Publ.

. Waterman, D. (1986). Guide to Expert Systems. Addison-Wesley Publ.Co., Inc.

. Porter, M. (1996). "What is Strategy?". Harvard Business Review, 7(3): pp. 42-57.

. Nickols, By Ed. (2012). Strategy definitions and meaning. References on strategy.

http://www.nickols.us/strategy_definition.htm (accessed 25.06.2014)

Strategy (1967). B. H. Liddell Hart. Basic Books.

Strategic Planning (1979). George Steiner. Free Press.

The Rise and Fall of Strategic Planning (1994). Henry Mintzberg. Basic Books.

The Concept of Corporate Strategy, 2nd Edition (1980). Kenneth Andrews. Dow-Jones Irwin.

Competitive Strategy (1986). Michael Porter. Harvard Business School Press.

Top Management Strategy (1980). Benjamin Tregoe and John Zimmerman. Simon and Schuster.

Strategy: Pure and Simple (1993). Michel Robert. McGraw-Hill.

The Discipline of Market Leaders (1994). Michael Treacy and Fred Wiersema. Addison-Wesley.

"Customer Intimacy and Other Value Disciplines" (Jan-Feb 1993). Michael Treacy and Fred Wiersema. Harvard Business Review.

"The Span of Control" (May-June 1956). Lionel Urwick. Harvard Business Review.

. Mintzberg, H. (1994). The Rise and Fall of Strategic Planning. N. Y.: Free Press.

. Pospelov, D.А. (1986). Situational Management: Theory and Practice. Мoscow: Nauka (in Russian)

. Karayev, R.A., Ismaylov, S. F., & Sadhikova, N.Y. (2003). Models of scenario analysis. Trans. of the Nat. Acad. of Sci. of Azerbaijan. Series of phys.-math. and techn. sciences, XXIII(3): pp. 33-36 (in Russian).

. Karayev, R.A. et al. (2004). Forming of corporate enterprise policies by means of fuzzy cognitive maps. Trans. of the Nat. Acad. of Sci. of Azerbaijan. Series of phys.-math. and techn. sciences, XXIII(2): pp. 37-54 (in Russian). http://www.science.az/cyber/pdf/2004-2-24.pdf (accessed 25.06.2014).

. Karayev, R. A., Safarli, I. I., Abdurahimov, T. F., & Naghiyev, M. A. (2010). Cognitive analysis and company’s innovative project management. Informative-management systems, 4(47): pp. 37-43 (in Russian).

. Osipov, G.S. (1998). Dynamics in knowledge-based systems. Trans. of the Russian Academy of Sciences. Theory and system of management, 5: pp. 24-28 (in Russian).

. Balston, B., & Wilson, I. (2006). The Scenario Planning Handbook: Development strategies in uncertain times. Harlow: Pearson.

. Lindgren, M. & Bandhold, H. (2009). Scenario planning. The Link Between Future and Strategy. N. Y.: Palgrave MacMillan.

. Nickols, F., & Ledgerwood, R. (2005). The Goals Grid. A New Tool for Strategic Planning http://www.nickols.us/strategic_planning_tool.pdf (accessed 25.06.2014).

. Ogilvy, J.A. (2002). Creating Better Futures: Scenario Planning as a Tool for a Better Tomorrow. Oxford University Press.

. Michel, G. (2001). Creating Futures: Scenario Planning as a Strategic Management Tool. N.Y.: Economics.

. Ansoff, I. (1965). Corporate Strategy: An Analytical Approach to Business Policy for Growth and Explanation. N. Y.: McGraw Hill.

. Grant, R. (1996). Toward a knowledge-based theory of the firm. Strategic Management Journal, 17 (Winter special issue): pp. 109-122.

. OECD Science, Technology and Industry Scoreboard 2011: Innovation and Growth in Knowledge. http://www.oecd.org/sti/oecdsciencetechnologyandindustryscoreboard2011innovationandgrowthinknowledgeeconomies.htm (accessed 25.06.2014).

. Holsapple, C., & Whinston, A. (1996). Decision Support Systems: A Knowledge-based Approach. Minneapolis: West Publishing Co.

. Ashby, W. (1956). An Introduction to Cybernetics. London: Chapman and Hall.

. Makridakis, S. (1990). Forecasting, planning, and strategy for the 21st century. N. Y.: Free Press.

. Grant, R.M. (1991). The resource-based theory of competitive advantage: implications for strategy¬ formulation. California management review, 33(3): pp. 114-135.

. Chesnokov, V.C. (1987). Determinacy Analysis. Moscow: Nauka (in Russian).

. Fransella, F., & Bannister, D. (1977). A manual for repertory grid technique. London: Academic Press.

. Borg, I., & Groenen, P. (2005). Modern Multidimensional Scaling: theory and applications (2nd Ed.). New York: Springer-Verlag.

. Nonmetric Multidimensional Scaling Programs: by Mark Steyvers. http://www.granular.com/MDS/ (accessed 25.06.2014)

. Prahalad, C. K., & Hamel, G. (1990). The core competence of the corporation. Harvard business review, May-June, pp.79-91.

. Abbasov, A.M., Karayev, R. A., & Safarli, I.I. (2006). Method identification of key management competencies telecommunications companies. Trans. of the Nat. Acad. of Sci. of Azerbaijan. Series of phys.-math. and techn. sciences, XXIII(3): pp. 15-20 (in Russian).

. Statistic methods of quality improvement. (1990). In Hitosi Kume (Ed.) (translation from Japanese). Moscow: Nauka (in Russian).

. Barney, J. (1997). Looking inside for competitive advantage. In A. Campbell, K. Luchs (Ed.), Core competency-based strategy (pp. 13-29). London: Intern. Thomson Business Press.

. Markus, M., & Mink, H. (1972). The review under the theory of matrixes and matrix inequalities. M.: Nauka (in Russian).

. Saaty, T. L. (1980). The analytic hierarchy process: Planning, priority setting, resource allocation. N.Y.: McGraw-Hill.

. Kaplan, R. S. & Norton, D. P. (1996). The Balanced Scorecard: Translating Strategy into Action. Harvard Business School Press.

. Marakas, G. (1999). Decision Support Systems in the twenty-first century. New Jersey: Prentice-Hall, Inc.

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Published

2014-08-30

How to Cite

Karayev, R., Safarly, I. I., Abduragimov, T. F., & Aliyev, K. A. (2014). Cognitive Modeling of Management Strategies of the Enterprises: the Experience of Developing and Testing. Archives of Business Research, 2(4), 105. https://doi.org/10.14738/abr.24.357