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    Assumptions and Theory behind SODA/Cognitive Mapping

    When defining what is SODA method, Eden (1989) described it as an approach

    that is basically a set of techniques and tools, known as cognitive mapping, oval

    mapping and so on. By using this, consultants are able to help their clients deal

    with difficult issues. SODA method is also designed to provide a load of skills and

    a constructive map for designing problem solving interventions. In the principles

    of SODA, there two skills SODA aims to encourage the consultant to generate. On

    one hand, skills, when teamwork efficiency and effectiveness are required, of a

    facilitator of a problem solving process in reaching workable - politically feasible -

    agreements. Secondly, skills concerned with dressing the true face of a problem by

    modeling and appropriately analyzing the content of the issue, then providing

    strategies and options that are agreed by team members (Eden & Ackermann, 2001).

    Four theoretical perspectives consists of SODA methodology, that includes the

    individual, the nature of organization, the consulting practice and the role of

    technology and technique (Eden & Ackermann 1998).

    In addition, Westcombe (2002) outlined the SODA as,

    "SODA (Strategic Options Development and Analysis) is one of a number of

    approaches developed in the UK Operational Research (OR) community over the past

    30 years to assist strategic decision-making. The aim of these different approaches is

    neatly captured in the title of Rosenheads book 'Rational Analysis for a Problematic

    World'3, which brought together theoretical and practical chapters written on some of

    these Problem Structuring Methods (PSMs)."

    He also displayed Pidd's assumption. Pidd (1996) argued that,

    "soft OR modeling is distinguished by the different assumptions the approaches

    make regarding problem definition, the nature of organizations, the use of models and

    the emphasis placed on organizational and individual learning. All of these PSMs take

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    a process-orientated approach to modeling 'messy' problems and have been

    developed through Mode 2 (Gibbons, Limoges, Nowotny, Schwartzman, Scott &

    Trow, 1994) or action research."

    Cognitive mapping is generally used as a important framework or a formal modeling

    technique, Downs and Stea (1973) defined it as "a process composed of a series of

    psychological transformations by which an individual acquires, codes, stores, recalls,

    and decodes information about the relative locations and attributes of phenomena in

    their everyday spatial environment." It is a technique designed to capture an

    individuals values and embedded wisdom in a diagrammatic format (Ackermann,

    Eden & Brown 2004)

    Cognitive mapping, oval mapping and causal mapping

    Cognitive mapping is the label that is generally used for mapping a person's thinking

    process, which as known as a part of the field of psychological research on

    perception. It is important to note that cognitive mapping is not just a simple "word

    and arrow" diagram, or a "brain-map" (Eden & Ackermann, 2001). More importantly,

    it is a formal modeling method with unbreakable rules for its development. As a

    modeling system, is founded on the belief that language is a basic currency of

    organizational problem solving. In 2005, McKay and Marshall quoted Bryson's

    (2004) description, they said that a typical cognitive maps as a network of ideas

    (nodes). Arrows represent relationships between thoughts, that are generated as

    chunks of text, linked to each other.

    Cognitive mapping is designed to provide:

    an instrument to help negotiation towards best solution;

    a way of capturing several people's perspectives at once by setting the views of

    one person in the context of the ideas of others;

    a method for providing structure to multiple and conflicting aspects of

    argumentation;

    a method which is designed to suggest action to resolve issues (Eden, 1988).

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    Eden added more goals in his paper of 1990, he outlined cognitive mapping is aimed

    to developing a consensus about a goal's system;

    produce systems that does not violate the natural role of discussion;

    avoid group-think and bounded vision in a effective way;

    attend to both the content of issues and to the need of recognition that people

    change organizations;

    ensure effective decision-making in certain environments (Eden 1990).

    Oval Mapping Technique (OMT) has been described as a statement that make up the

    map derive from individual members of the group, but the map itself is not the

    thinking of any person, and so it is usually called a Cause Map, Group Map or

    Strategy Map (Eden & Ackermann, 2001).

    Therefore, obviously, there are few different things between SODA ad OMT.

    Using the Oval Mapping Technique would allow the work to be "collapsed" into a

    single session and, whilst not eliciting the depth and richness normally associated

    with individual interviews using mapping, the technique has other benefits(Eden &

    Ackermann, 2001).

    Cognitive mapping is an important tool in a representation of thoughts as it is able to

    reflect different views of team members, aide to structure a problem, facilitate mutual

    understanding (Bouzdine-Chameeva, Durrieu, & Mandjk, 2000).

    Siau, Keng, Tan and Xin outlined the advantages of cognitive mapping techniques

    The produced maps using these cognitive mapping techniques are only a

    reconstruction of subjective beliefs that people use to solve the problem domain and

    take actions accordingly. Generally, they are formed by the certain pathway to create

    the map or process. For example, a causal map will be from an individual's thought

    and presenting a person's cause-effect ideas. Eden (1992) indicates two general use of

    cognitive mapping techniques:

    * Representing subjective statistics more meaningfully than other models, thus

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    acknowledging a utility for investigators interested in subjective opinions.

    * Serving as a tool to facilitate decision-making, problem-solving, and negotiation

    within the context of organizational problems.

    What's more, Fiol and Huff (1992) concluded a load of imperative benefits of using

    cognitive mapping techniques within organizations.

    (i) Cognitive maps are able to focus attention and trigger memory;

    (ii) Cognitive maps can help highlight priorities and key factors;

    (iii) Cognitive maps may supply missing information;

    (iv) Cognitive maps can reveal gaps in information or reasoning that need more direct

    attention.

    Advantages of Oval Mapping Technique (OMT)

    1. The oval mapping technique is designed to be used within groups, therefore it is

    possible to involve about 6 to 12 participants, which enables more people to be

    involved.

    2. A map is meant to be created to the ideas of the group, resulting in good

    understanding of different contributions and how they fit together. They can get

    results faster on key issues.

    3. Being involved in the process, participants share the understanding and work as a

    team. Its is based on an interview-based process, which increases the likelihood of

    any actions that are forthcoming being implemented.

    Problem addressing in using SODA methodology

    1. Does the body of theory and the concepts that have been outlined here make sense?

    If we draw upon our own experience of organizations and consulting, does the view

    of organizational life and the nature of problems presented here fit with that

    experience?

    2. Does the emphasis on the design and analysis of process fit our own personal style

    and capabilities?

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    3. Do we believe that the SODA approach, and cognitive mapping, adequately relate

    to the theory, concepts, and declared aims?

    4. Does the application of t he analytical techniques designed into the software seem

    to be a useful and powerful addition to the package of tools available to us? (Eden &

    Ackermann, 2001).

    Strategy formulation and organizational problem solving

    The strategic problems an organization may come to could possibly encompass

    members concerns upon ongoing threats to the organizations, at the same time the

    realization of potential opportunities. Apart from which complexion they tale, where

    the issues stand, where we should freshly start. However, the research results upon

    these issues involved learning to use sophisticated communications and analysis

    techniques (mapping) and required the deployment of leadership skills by the

    consultant/facilitator responsible. Therefore the whole emphasis has changed to

    enable issues to emerge with the intention to build a strategic future, that is based on

    these realities but not any abstraction of the future.

    "Grounding the strategic future in the context of the issues facing managers not only

    will ensure that organizational members are able to determine how the strategic intent

    supports the concerns they are currently wrestling with, but will also ensure a more

    robust strategic future" (Ackermann, Eden & Brown, 2004).

    Applications for cognitive maps

    Cognitive Mapping techniques achieve eliciting from an individual's main concepts

    and the relationships among them by different ways, constructing a map for that

    individual. By these means, diversities among person to person can be revealed and,

    hopefully and more importantly, understood. There are other techniques that go

    further than this, combining maps from other single individuals into a more wide map

    that reflects the core of a group (e.g. Bougon, Weick & Binkhorst, 1977; Eden, 1992).

    As a decision-making group have more potential abilities to influence the strategic

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    plan and process of one company (Schwenk, 1988).

    In their paper, Fleck, Scarbrough and Swan (2000) concluded,

    " Cognitive mapping techniques for organizational analysis include: simple content

    analysis of text (Birnhaum-More and Weiss, 1990); the use of repertory grid

    techniques (Reger, 1990); the systematic coding of cause and effect relationships

    (Bougon, Weick 7 Binkhorst, 1977; Axelrod, 1976); special interviewing techniques

    (Bougon, 1983); computer software analyses of interview data (Eden, 1989); and

    argument mapping (Fletcher and Huff, 1990). many of these techniques and their

    applications are reviewed in an edited book by Huff (1990) and in journal articles (see

    (e.g. Eden, 1992; Swan & Newell, 1994; Swan, 1995). "

    In different complexity and depth of information we are trying to elicit, these mapping

    techniques vary significantly. Some are quite complicated and time-consuming,

    however reveal a big amount of specific information while others (e.g. content

    analysis) can be done fairly faster but provide much less detailed statistics. As we are,

    a multinational company, decisions on what methods we are focusing on, apparently

    lies on what scenarios we are facing.

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    Reference list

    Ackermann, F., Eden, C., and with Brown, I. (2004) The Practice of Making Strategy

    , London: Sage.

    Axelrod, R. (1976). Structure of Decision: the Cognitive Maps of Political Elites.

    Princeton NJ: Princeton University Press

    Bougon, M., Weick, K. & Binkhorst, D. (1977). Cognition in organizations: ananalysis of the Utrecht Jazz Orchestra. Administrative Science Quarterly, 22, 606-

    639.

    Bouzdine-Chameeva, T,. Durrieu F, & Mandjk,T., 2000, Cognitive Mapping

    Methodology for Understanding of Business Relationship Value, Bordeaux Business

    School and Budapest University of Economic Sciences and Public Administration,

    France.

    Downs, RM & Stea, D 1973, Cognitive Maps and Spatial Behaviour, Aldine

    Publishing Company, Chicago.

    Eden C and Ackermann F (2001). SODA The Principles. In: Rosenhead J and

    Mingers J (eds). Rational Analysis for a Problematic World Revisited 2001. Wiley:

    Chichester

    Eden, C 1988, Using Cognitive Mapping for Strategic Options Development and

    Analysis, in J.Rosenhead, Participatpry Methods for handling complexity, Wiley,

    London.

    Eden, C 1990, Using Cognitive Mapping for Strategic Options Development and

    http://www.journeymaking.net/index.htmhttp://www.journeymaking.net/index.htm
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    Analysis, in J.Rosenhead

    Eden, C. & Ackermann, F. (1998) Making Strategy: The Journey of Strategic.

    Eden, C. (1989). Using cognitive mapping for strategic options development and

    analysis (SODA). In J. Rosenhead (Ed.), Rational Analysis for a Problematic World.

    Chichester: Wiley.

    Eden, C. (1992). On the Nature of Cognitive Maps. Journal of Management Studies,

    29(3), 261-265.

    Fiol, C. M., & Huff, A. S. (1992). Maps for managers: where are we? where do we go

    from here? Journal of Management Studies, 29(3), 267-285.

    Fleck. J, Scarbrough, H. & Swan,J.2000. Instructor's Guide, Innovation Training

    Materials Initiative.

    Fletcher, K.E. & Huff, A. (1990). Argument mapping. In A.Huff (Ed.), Mapping

    Strategic Thought. Chichester: Wiley.

    John M. Bryson, Fran Ackermann, Colin Eden, and Charles B. Finn, Visible

    Thinking: Unlocking Causal Mapping for Practical Business Results. Chichester,

    England: John Wiley, 2004.

    M. Gibbons, C. Limoges, H. Nowotny, S. Schwartzman, P.Scott and M. Trow (1994)

    The new production of knowledge: the dynamics of science and research in

    contemporary societies. Sage, London.

    McKay, J, & Marshall, P, 2005, A Review of Design Science in Information Systems.

    Proceedings of the 16th Australasian Conference on Information Systems, Sydney,

    29th November . 2nd December.

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    Reger, R.K. (1990). Managerial thought, structures and competitive positioning. In A.

    Huff (Ed.), Mapping Strategic Thought. Chichester, Wiley

    Siau, Keng, Tan & Xin, 2008, The Journal of Computer Information Systems.

    Bougon, M., Weick, K. & Binkhorst, D. (1977). Cognition in organizations: an

    analysis of the Utrecht Jazz Orchestra. Administrative Science Quarterly, 22, 606-

    639.

    Westcombe, M 2002, Problem Structuring: The Process of SODA Modeling, ACM

    Hypertext 2002.