Sunday 8 February 2009

Knowledge Management Models: A Critical Study

Knowledge Management has gained a new importance in recent years. One of the major problems seen in knowledge management is that knowledge is not spread equally in the organization (Mark E. Nissen , 2002). Agreeing on the above statement we can safely say there is a need for a model to be followed. By following a streamlined model, we can hope to spread knowledge effectively in organizations which is one of the prime objectives of knowledge management. Scholars from all over the globe have tried to build models that can suit organizations to follow and manage knowledge effectively. Organizations over the years have tried to develop various tools to manage knowledge effectively. In this paper we shall try and look at the various ways in which the models are adapted or built on, then try and see what could be the best practice or what model would suit an organization and then try and see a real world example.

Several models are adapted by organizations. The basic and the most famous model known as the SECI model (Nonaka & Takeuchi) used more than one genre of classification. Typically the model was epistemological in nature. I say so simply because the model did not have the potential to adapt to several external environment factors. SECI model although gained much impetus and was used in various Japanese organizations since it evolved. Again we have another classification here. We can safely say that since the model was used extensively in Japan, it was more "Asian" oriented. We can see that there can be more than one classification of a particular type of model. I therefore go on the same lines as (Earl, M 2001) by saying that Knowledge management models have more than one school of thought. Another classification was the life-cycle of knowledge management. This was more focused on the hierarchy of knowledge flow. The technique was more of a technocratic type according to me since it was backed up on strong technical grounds. Another classification we can cover the model into based on one of the school of thoughts is philosophical. The model was more of a theoretical concept. Developed by (Nissen M, 2002) the technique classified various models based on the life cycle of knowledge management. Typically the life cycle had six possible phases running. Models used some or all or most of them as per their needs. For instance the Amalgamated model integrates all four cycles and key terms to develop its own model called as the Amalgamated life cycle model.

Best Practice Model.
Models are just a way of following things. It is not more than a sequence of events to be followed. However, knowledge management is a “dynamic process”. Therefore, models even though researched upon might not provide best solutions in day to day working of the organization. Therefore, in my opinion, although a model is necessary for the smooth functioning of activities in the organization, it should not be a rigid process that “must be practiced religiously” in the organization. Therefore, no single model can be a best practice model. Having said that there are models which suit an organization more than others, but the nature of model depends completely on the nature of organization. For instance companies like British Petroleum have built in their own models according to tailored needs of the organization. The diversity in defining the concepts of information and data (meaning what is information to one is data for another) is similar to saying the diversity in selecting a particular model for an organization.


Towards a new model- The WIZWIG Model:

I have constructed a real world model for a business consulting organization. For knowledge to be spread in all areas within the organization there is a definite need for a model. However, since the business needs a genuine awareness of the external environment so as to provide in-depth analysis to its clients (businesses), it needs to be “dynamic”. In my model I have selected a set of four activities which are central for the organization. These activities are :
1: Information Gathering: This is in terms of collecting facts and figures. We can term this as explicit knowledge since it is available to all.

2: Gathering Tacit Knowledge: This activity typically consists of gathering information which is known only to the client company, for instance, the working environment, the staff, the local perception, the general reputation of the company etc. This knowledge shall be gained from the clients.

Activities I and II have to be spread to different parts in the organization. In my opinion, now they become information which is where SECI model proves incorrect. Knowledge has now been converted to information for all members in the consulting organization (our organization).

3: Environmental know-how: This step is the most crucial according to me. A good consultant should have the general know-how of the latest trends in market. These concepts are deeply tacit meaning that there is no other way to learn them other than studying the environment and applying experiences.

4: Experience: This is a subset of the activity performed in step III. Applying knowledge and experiences to the external environment puts the client in a state wherein they can dictate terms and create a market for themselves. By applying previous experience the consultant (we) can come up with ready solutions to suit the needs of the clients.

5: Management theories: Care must be taken that no decisions should be taken as abstract. Decisions based purely upon gut feeling and intuitions may affect the client adversely.

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References:

1: Mark E. Nissen 2002, AN EXTENDED MODEL OF KNOWLEDGE-FLOW
DYNAMICS
Communications of the Association for Information Systems (Volume 8, 2002) 251-266

2: Earl M. (2001). Knowledge Management Strategies: Towards a Taxonomy. Journal of Management Information Systems. 18,(1),p.215-233.

3: Nissen M, 2002- AN EXTENDED MODEL OF KNOWLEDGE-FLOW
DYNAMICS, Communications of the Association for Information Systems (Volume 8, 2002) 251-266

4 comments:

  1. hello milind,
    your explanation of flow of knowledge management was very intresting about tact knowledge and etc..,

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  2. Milind, in your article you said that a model might not provide the best solution for an organization. Over here are you referring to the models previously made or the customized/tailored model made by the organization themselves.
    And just because they are dynamic as you said they can't provide best solutions. Can you give examples of this.
    And also you said that it must not be practiced religiously in an organization. Why you think so that it must not be practiced religiously?

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  3. I agree with your view that an organisation must not follow a particular model because each single organisation may have a different organisational structure and complexity. However i do feel they should follow a basic lifecycle model which can than be altered accordingly, as you have tried to do with WISIWYG model. A nice application though it needs improvement which should be discussed more with your organisation

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  4. Hi Milind,

    You had certain doubts with my last post. Please visit

    Here

    to find your answers.

    ReplyDelete