Integrating group Delphi, fuzzy logic and expert systems for marketing strategy development: the hybridisation and its effectiveness

A hybrid approach for integrating group Delphi, fuzzy logic and expert systems for developing marketing strategies is proposed in this paper. Within this approach, the group Delphi method is employed to help groups of managers undertake SWOT analysis. Fuzzy logic is applied to fuzzify the results of SWOT analysis. Expert systems are utilised to formulate marketing strategies based upon the fuzzified strategic inputs. In addition, guidelines are also provided to help users link the hybrid approach with managerial judgement and intuition. The effectiveness of the hybrid approach has been validated with MBA and MA marketing students. It is concluded that the hybrid approach is more effective in terms of decision confidence, group consensus, helping to understand strategic factors, helping strategic thinking, and coupling analysis with judgement, etc.

[1]  Malcolm McDonald Marketing Planning and Expert Systems: An Epistemology of Practice , 1989 .

[2]  Jay F. Nunamaker,et al.  An investigation into knowledge acquisition using a group decision support system , 1993, Inf. Manag..

[3]  K. Arrow Social Choice and Individual Values , 1951 .

[4]  Ralph H. Sprague,et al.  Building Effective Decision Support Systems , 1982 .

[5]  Peter Duchessi,et al.  A Strategic Decision Support System at Orell Fussli , 1994, J. Manag. Inf. Syst..

[6]  Tim Smithin The Entrepreneurial Manager , 1987 .

[7]  R. Rice Task Analyzability, Use of New Media, and Effectiveness: A Multi-Site Exploration of Media Richness , 1992 .

[8]  Douglas Brownlie,et al.  Managerial judgement in strategic marketing , 1995 .

[9]  Arnoldo C. Hax,et al.  The Use of the Industry Attractiveness-Business Strength Matrix in Strategic Planning , 1983 .

[10]  Richard L. Daft,et al.  Organizational information requirements, media richness and structural design , 1986 .

[11]  Henry Mintzberg,et al.  Rethinking Strategic Planning Part II: New Roles for Planners , 1994 .

[12]  Osman Balci,et al.  Validating Expert System Performance , 1987, IEEE Expert.

[13]  Henry Mintzberg,et al.  Rethinking strategic planning part I: Pitfalls and fallacies , 1994 .

[14]  Christer Carlsson,et al.  More effective strategic management with hyperknowledge: the Woodstrat case , 1996 .

[15]  Kamalendu Pal,et al.  A decision-support system for business acquisitions , 2000, Decis. Support Syst..

[16]  Richard L. Daft,et al.  Message Equivocality, Media Selection, and Manager Performance: Implications for Information Systems , 1987, MIS Q..

[17]  B Japsen,et al.  Rise and fall , 2021, Like Fire.

[18]  Paul N. Finlay,et al.  Strategic group decision support systems--a guide for the unwary. , 1992 .

[19]  R J Mockler,et al.  Using computer software to improve group decision-making. , 1991, Long range planning.

[20]  A. L. Minkes,et al.  The entrepreneurial manager : decisions, goals, and business ideas , 1987 .

[21]  Milam Aiken,et al.  Increasing Meeting Efficiency with a GDSS , 1994 .

[22]  Nissan Levin,et al.  AMOS — A probability-driven, customer-oriented decision support system for target marketing of solo mailings , 1995 .

[23]  Shuliang Li,et al.  The development of a hybrid intelligent system for developing marketing strategy , 2000, Decis. Support Syst..

[24]  M. Porter Industry Structure and Competitive Strategy: Keys to Profitability , 1980 .

[25]  Yanqing Duan,et al.  A hybrid system for strategic marketing planning , 1995 .

[26]  Eunsang Yoon,et al.  Modeling global market entry decision by fuzzy logic with an application to country risk assessment , 1995 .

[27]  Henry Mintzberg The rise and fall of strategic planning , 1993 .

[28]  John S. Edwards,et al.  Computer-based support for marketing strategy development , 2000 .

[29]  Wen-Chuan Lee,et al.  A neural networks-based approach for strategic planning , 1999, Inf. Manag..

[30]  Yanqing Duan,et al.  A framework for a hybrid intelligent system in support of marketing strategy development , 1999 .

[31]  Malcolm McDonald Strategic Marketing Planning , 1993 .

[32]  Paul Gray,et al.  Group decision support systems , 1987, Decis. Support Syst..

[33]  Gerardine DeSanctis,et al.  Using a GDSS to Facilitate Group Consensus: Some Intended and Unintended Consequences , 1988, MIS Q..

[34]  N. Dalkey,et al.  An Experimental Application of the Delphi Method to the Use of Experts , 1963 .

[35]  J. Valacich,et al.  Effects of anonymity and evaluative tone on idea generation in computer-mediated groups , 1990 .

[36]  Efraim Turban,et al.  Executive information systems - a special issue , 1995, Decis. Support Syst..

[37]  Joan H. Coll,et al.  The effect of computerized decision aids on decision time and decision quality , 1991, Inf. Manag..

[38]  Arnoldo C. Hax,et al.  The Use of the Growth-Share Matrix in Strategic Planning , 1983 .

[39]  Richard Whittington,et al.  Exploring Corporate Strategy , 1988 .

[40]  C. Eden,et al.  Making Strategy: The Journey of Strategic Management , 1998 .

[41]  Hugh Wilson,et al.  Marketing Plans: How to Prepare Them, How to Use Them, 7th Edition , 1989 .

[42]  Shelby H. McIntyre,et al.  An Experimental Study of the Impact of Judgment-Based Marketing Models , 1982 .

[43]  Gerardine DeSanctis,et al.  A foundation for the study of group decision support systems , 1987 .

[44]  Martin Read,et al.  On-line group process support , 1993 .

[45]  Ramesh Sharda,et al.  Decision support system effectiveness: a review and an empirical test , 1988 .

[46]  Leonard M. Jessup,et al.  Better planning using group support systems , 1990 .

[47]  Gunnar Hartvigsen,et al.  Knowledge-based systems for strategic market planning in small firms , 1991, Decis. Support Syst..

[48]  Jay F. Nunamaker,et al.  Information Technology to Support Electronic Meetings , 1988, MIS Q..

[49]  Tony Gear,et al.  Using a group support system to support client assessment , 1998 .

[50]  Malcolm McDonald,et al.  State‐of‐the‐Art Developments in Expert Systems and Strategic Marketing Planning , 1990 .

[51]  Efraim Turban,et al.  Decision support and expert systems , 1993 .

[52]  J. Edward Russo,et al.  Issues in the development and use of expert systems for marketing decisions , 1991 .

[53]  Milam Aiken,et al.  Group Decision Support Systems , 1995 .

[54]  Gerardine DeSanctis,et al.  Group decision support systems: a new frontier , 1984, DATB.

[55]  Anthony E. Gear,et al.  Organizational learning and strategic decision support , 1997 .

[56]  G. Day Analysis for Strategic Market Decisions , 1985 .

[57]  Charles R. Schwenk,et al.  THE EFFECTS OF INFORMATION TECHNOLOGY ON STRATEGIC DECISION MAKING , 1995 .

[58]  H. Moulin Axioms of Cooperative Decision Making , 1988 .

[59]  Jürgen Moormann,et al.  An approach for an integrated DSS for strategic planning , 1993, Decis. Support Syst..

[60]  Berend Wierenga,et al.  The impact of the quality of a marketing decision support system: an experimental study , 1996 .

[61]  Denis Borenstein,et al.  Towards a practical method to validate decision support systems , 1998, Decis. Support Syst..

[62]  T. Webler,et al.  A novel approach to reducing uncertainty: The group Delphi☆ , 1991 .

[63]  Colin Eden,et al.  Strategic thinking with computers , 1990 .

[64]  Shuliang Li,et al.  GloStra - a hybrid system for developing global strategy and associated Internet strategy , 2001, Ind. Manag. Data Syst..

[65]  Pavlos Moraitis,et al.  A distributed decision support system for strategic planning , 1997, Decis. Support Syst..

[66]  I. Janis Victims of Groupthink: A psychological study of foreign-policy decisions and fiascoes. By Irving L. Janis. (Boston: Houghton Mifflin, 1972. viii + 276 pp. Map, illustrations, chart, notes, sources, bibliography, and index. Cloth, $7.95; paper $4.50.) , 1973 .

[67]  Zur Shapira,et al.  Organizational decision making: Preference processing , 1996 .

[68]  David L. Olson,et al.  Multiple Criteria Decision Making Models in Group Decision Support , 1993 .

[69]  Paul E. Green,et al.  A Behavioral Experiment in Sales Effort Allocation , 1966 .

[70]  T. Webler,et al.  A Novel Approach to Reducing Uncertainty , 1991 .

[71]  Y. P. Singh Effective strategic management , 2000 .

[72]  M. Porter Competitive Advantage: Creating and Sustaining Superior Performance , 1985 .

[73]  Jane Fedorowicz,et al.  Improving quality, speed and confidence in decision-making: Measuring expert systems benefits , 1993, Inf. Manag..

[74]  Gerald E. Evans,et al.  Assessing DSS effectiveness using evaluation research methods , 1989, Inf. Manag..

[75]  Shuliang Li,et al.  Developing marketing strategy with MarStra: the support system and the real‐world tests , 2000 .

[76]  Susan A. Brown,et al.  Assessing the impact of expert systems: The experiences of a small firm , 1994 .