Wednesday 4 February 2009

Knowledge management models and schools of thought

After getting familiar with the concept of knowledge management the question is how can knowledge management be used in an organizatio? What kind of techniques must be used to utilize knowledge management? Professor Woodman mentioned in class several time the following scenario: Suppose you are recruited as a knowledge manager at a company and you meet a director in the lift and asks you 'So what is this knowledge management all about?' By now we are able to give a definition of what KM is but if he asks 'Ok then, how do you think we can apply all these in the organization?' That's where KM models and schools of thought come into the picture.

KM models
As there are various definitions about knowledge management, there are also various models. Each model is proposed according to the view and philosophy of the author.

The most famous model is the SECI model by Nonaka and Takeuchi. In a few words, Nonaka and Takeuchi believe that (Nonaka & Takeuchi, 1995) knowledge is created dynamically and has to be processed effectively.


Picture taken from www.12manage.com


As you can see, SECI supports that knowledge creation is a spiral process and not linear or circular. Knowledge is created through 4 processes. Socialization, Externalization, Combination and Internalization.

'Even though, the SECI model is probably the most famous knowledge management model, it doesn't mean that it is the best or that all the others are wrong. In fact some criticise the SECI model and support that it is flawed (Gourlay, 2006).' McAdam and McCreedy wonder if it is right to categorize data as tacit and explicit only (McAdam & McCreedy, 1999) and Gourlay supports that (Gourlay, 2006) not only tacit and explicit knowledge can be created but, the type of the created knowledge is based on the kind of behavior that will lead to knowledge creation.

KM Schools of thought
Probably the most famous school of thought in KM is Earl's 7 schools system. Earl noticed that (M. Earl, 2001) organizations realized the potentials of using knowledge management but the problem was they didn't know where to start from so Earl concluded that some sort of models/frameworks were needed.


Picure taken from Earl M. - Knowledge Management Strategies: Toward a Taxonomy


As you can see in the above diagram Earl proposed the 7 schools system (with the 7 schools divided into 3 branches) and each school has different aim, focus and philosophy so according to the organization's needs a school of thought can be selected as a framework.


It is important to note that (M. Earl, 2001) no school is the best or any school is better than another but they are all different and work in a different way. Moreover, it is possible that two or more schools of thought can be used in an organization at the same time, so one school does not exclude the presence of the other. Finally, Earl points out that it is possible more schools excist, so this framework is not an absolut one, but it could be expanded in the future.


A different school of thought

An example of a different school of thought is the 5-tier knowledge management hierarchy.

Picture taken from Richard C. Hicks, Ronald Dattero and Stuart D. Galup. - The five-tier knowledge management hierarchy


The 5TKMH is based on (Hicks, Dattero, Galup, 2006) the knowledge hierarchy paradigm and expands it with 2 more levels. The 5TKMH includes the technocratic and commercial schools from Earl's taxonomy.

A lot more schools of thought are out there without anyone being right or wrong. There purpose is to provide a framework on how to be effective with knowledge management. As we have seen, Earl commented (M.Earl,2001) that there might be more schools he missed while he was doing his research and (Hicks, Dattero, Galup, 2006) said that they include the two out of three branches in Earl's schools.

So, as a conclusion, (McAdam & McCreedy, 1999) 'models must be treated with caution. They are useful so long as they are critiqued to understand the underlying assumptions in the representation, rather than accepting them as objective representations of reality.' There is no right or wrong way to go, there is only the need to identify which model will help you stay on the right path.


References

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

Gourlay, S. (2006). Conceptualizing Knowledge Creation: A Critique of Nonaka's Theory. Journal of Management Studies. 43.

McAdam R. and McCreedy S. (1999). A critical review of knowledge management models. The Learning Organization: An International Journal. 6, (3),p.91-101.

Nonaka, I. and Takeuchi, H. (1995). The knowledge-creating company, New York, Oxford: Oxford University Press.

Richard C. Hicks, Ronald Dattero and Stuart D. Galup. (2006). The five-tier knowledge management hierarchy. JOURNAL OF KNOWLEDGE MANAGEMENT. 10,(1),p.19-31.

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10 comments:

  1. This is a nice article summarising common positions. It's good to see an alternative model in the 5TKMH work. Your arguments are too abstract for me. Although I have the sense you have understood the models and taken sensible positions, the positions are not backed with argument about the usefulness of the models in real organisations. Just because SECI is well known, and was ground-breaking, does not mean it could/should form part of a KM strategy for a particular organisation.

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  2. I would like to extend your idea that the SEDI model may not be the best. The SEDI model only looks at the conversion of knowledge between the given states (explcit/tacit), but ignore the flows of data. This may be very relevant for some organisations but in other situations the way data flows is more important. There are other models e.g. Probst (1999) which concentrate on data flows and treat knowledge as a black box.

    Probst (1999) g. et al. “Managing Knowledge: Building Blocks for Success” John Wiley.

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  3. I agree with you that the SECI is not perfect or at least it cannot be used everywhere. I just used it in the article as an example because of its popularity, also as you can see in the following lines copied from the article I point that out

    'Even though, the SECI model is probably the most famous knowledge management model, it doesn't mean that it is the best or that all the others are wrong. In fact some criticise the SECI model and support that it is flawed (Gourlay, 2006).'

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  4. i accept what u have said above and the way you have exoressed the things are really good .

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  5. Im starting my Thesis in KM.
    This is a good e-article to understand some concepts.
    Can you please send me the 2 pictures about KM Schools of thougt to "rfnamula AT gmail.com"? I've registered in fileden and i can't find the link to see or download them.

    Thanks in advance, from Portugal

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  6. Hello Chrish,
    i'm searching for some KM information, namelly i'm trying to find a "theorical research gap" that would justify my thesis about KM in the public sector, more specifically, in the Waste Management sector.
    Do you know about any author, and/or scientific publication that specify the need for this study?
    Regards,
    Richard from Portugal

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  7. Hello,

    Can you help me? I have some doubts about SECI Model:

    - Was SECI Model the first KM Model ever developed?

    - Is SECI Model the most used KM Model actually? Or, at least, the most 'adapted' one?

    - what are the main advantages/disadvantages (and other main differences) between SECI Model and other GC Models?

    If you have any site/blog/book/author/... that you think i should read about these questions, please say :-)

    Kind regards from Portugal.

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  8. This comment has been removed by the author.

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  9. Hello,

    After a big time studing tecnologies, mechanisms and the SECI model, i need to make a change: i have to choose and present another 2 KM models (holistic - covering all km cycle steps) and choose one.

    I would prefer, as i've written about the SECI model and its relations with mechanisms and technologies, choosíng one KM model that complements/best fits/works with SECI, that way i would be complementing SECI.

    I am reading some books, thesis, articles and sites about KM Models with these questions in mind, and i would like to ask you:

    1) Dones anyone of the KM holistic models complements or best fits with Nonaka's SECI model?

    2) What do you think of Probst, Raub & Romhardt's KM Model? And the Bukowitz & William's KM Model?

    3) That in its definition, clearly states a lot of KM practices. Or that, at least, can be more easily related with them?

    Thanks for all your help.

    Kind Regards

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