The Delphi Group Study
Ernst & Young: Executive
Perspectives on Knowledge in the Organization
Other Definitions of Knowledge Management
Wally's Definition of Knowledge
Management
Knowledge Management
Repositories of Knowledge
Technologies Often Included Knowledge
Management
Where Knowledge Management is Working
To Support a Field Force
Conclusion
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(article continued below ...)
Knowledge Management is the buzzword of the year. As with
many new terms, the definition of knowledge management depends
on who you're asking. For a small organization, it is difficult
to really know what it means. I thought I'd give you some
pointers and definitions in this article.
The Delphi Group Study
For some folks knowledge management is a computer technology
or group of technologies. When the Delphi Group did its survey
of knowledge management in corporations, they surveyed,
"500 professionals with experience and interest in
electronic document technologies."
- 43% of those folks saw knowledge management as, "an
opportunity to add value to information inside the
organization."
- 37% saw knowledge management as a, "major new
strategic initiative for staying competitive."
Wally's Comment ... Among the folks who
see knowledge management as a technology issue is just about
everyone who makes software. These days it seems as if every
maker of software or computer technology is striving to
reposition themselves as a knowledge-management vendor. This is
done most often by force-fitting the term "knowledge
management" into already existing materials.
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Ernst & Young: Executive
Perspectives on Knowledge in the Organization
Another study,
starting from a different point, got somewhat different
responses. Ernst & Young did a survey (431 US and Euro
firms) called "Executive Perspectives on Knowledge in the
Organization."
- 87% of their
respondents named knowledge as critical to
competitiveness.
- 44% reported that
they were poor or very poor at transferring knowledge within
their organization.
The respondents saw
chief barriers as: top management failure to signal importance
(32%), lack of shared understanding of strategy or business
model (30%) and organization structure (30%).
Wally's Comment ... I like this better
because it starts from the business side of the street. My only
quibble would be to add "culture" into the
"structure" as a barrier. There are other definitions
that are less survey-based and more philosophical.
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Other Definitions of Knowledge Management
Peter Novins of Ernst & Young: "Organizing
information from disparate sources into a context that reflects
the business and the decisions and processes of the
business."
Ron Weissman of Verity, Inc.: "What senior managers are
trying to do with knowledge management is manage intellectual
assets the same way they manage physical assets."
Wally's Comment ...These are good, but
lack a couple of key elements. They leave out key elements of
the process. And they don't mention how you handle the people
part of things.
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Wally's Definition of Knowledge
Management
To define knowledge management, we have to look at the two
parts of that make up the term separately.
A - Knowledge. Knowledge is part of the hierarchy made
up of data, information, knowledge and wisdom.
- Data are raw facts.
- Information is facts with context and perspective.
- Knowledge is information with guidance for action.
- Wisdom is understanding which knowledge to use for what
purpose.
B - Management. Management is part of another
hierarchy that includes supervision, management and
leadership.
- Supervision is dealing with individual tasks and people.
And it works at the operational level of an organization or
sub-unit.
- Management is dealing with groups and priorities at the
tactical level.
- Leadership is dealing with purpose and change at the
strategic level. A good working definition of knowledge
management must be true to both concepts.
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Knowledge Management
- Knowledge management is the way that organizations create,
capture and reuse knowledge to achieve organizational
objectives. · Knowledge management can also be defined as a
process with four parts that comprise a loop.
- Knowledge is created. This happens in the heads of people.
· Knowledge is captured. It is put on paper in a report,
entered into a computer system of some kind or simply
remembered.
- Knowledge is classified and modified. The classification
can be the addition of keywords; it may be indexing.
Modification can add context, background or other things
that make it easier to reuse later. The test of this step's
success is to determine how easily people in the
organization will be able to find and use the knowledge when
they need it.
- Knowledge is shared. When knowledge is shared and used,
it's modified by the folks who use it. This takes us back to
knowledge creation.
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Repositories of Knowledge
There are three types of repositories of knowledge. They are
Structured Repositories, Unstructured Repositories, and People
and they form a continuum in terms of searchability.
- Structured Repositories. Structured repositories
are databases, expert systems and the like. They are
characterized by their ease of searchability because they
have search aids like indexes, keywords, controlled
vocabulary and so forth.
- Unstructured Repositories.
In
most organizations these include project reports, sales-call
notes and other sources. These are searchable by free text
means.
The two repositories mentioned above are for explicit
knowledge, the knowledge that is out there for all to find, see
and use. There's also tacit knowledge.
- People as Repositories of Knowledge. Tacit
knowledge resides in the heads of people. The tools to get
to this knowledge are phone directories, annotated company
directories, company-knowledge yellow pages and other people
listings.
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Technologies Often Included Knowledge
Management
There are a number of technologies commonly thought of when
the term "knowledge management" is intoned. Here's a
list developed by Dataware Technologies.
- Intranets
- Document Management Systems
- Information Retrieval Engines
- Relational and Object Databases
- Electronic Publishing Systems
- Groupware and Workflow Systems
- Push Technologies and Agents
- Help-Desk Applications
- Brainstorming Applications
- Data Warehousing and Data Mining Tools
- Technologies that should be included knowledge
management
What I don't like about the Dataware list is that it
addresses explicit knowledge almost exclusively and it doesn't
address knowledge creation at all. Let me try adding some things
to the Dataware list.
I'll use Peter Drucker's definition of technology as,
"the application of knowledge to useful work."
Knowledge management should certainly include recruiting and
training, as well as human relations and leadership, management
and supervision processes that define culture and reward
systems. The biggest barrier to effective knowledge management
in most organizations is a culture that consistently rewards
information and knowledge hoarding. You don't get at that with
new software, you get at that with leadership, management and
supervision.
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Where Knowledge Management is Working
There's a lot of hype
from vendors about comprehensive knowledge management solutions.
There's also a lot of junk about where knowledge management is
likely to have the greatest impact. While some of the claims are
extravagant, the fact is that we are seeing substantial,
powerful results from knowledge-management activities in a
couple of areas.
As you read this, remember that sometimes knowledge
management goes under another name-such as data mining, or best
practices sharing.
There are three areas where knowledge management seems to be
paying off: Opportunity Finding, Field Support, and Process
Improvement.
Wally's Comment ...Thinking is mandatory, but it is not
tough. Let's try to sort out the important stuff and dilute the
hype for just a bit. Plan on just about everyone who makes
software or computer systems, as well as every general-practice
consulting firm, to tout themselves as doing, or aiding and
abetting knowledge management.
Beware of the "just push a button" myth. This
little darling, which has now metamorphosed into "with the
click of a mouse," has the key decision maker envisioning
an end product where no thinking will be required and the system
will do all the work. Wrong. Thinking at all stages is
mandatory.
If you're in a large company, watch out for the
all-encompassing solution. This is the one that will fix
everything. Most often this is proposed by a large consulting
firm, SAP, or the CEO. The big, fancy, do-it-all solutions
simply don't work. There are two reasons.
First as the complexity and scope of a project increase, the
difficulty increases geometrically. If you're already in a large
organization, it's already complex. Second, most complex
projects outlast their champions.
If you're in a small company, don't get dazzled by the
technology, especially the expensive technology. Instead, think
of the concept and seek out tools that you and your people can
use.
- Look at your entire business, not just information
systems. Look at all your business processes.
- Look at the
entire process of knowledge management - Creation, Capture,
Classification, and Sharing
- Make sure all your systems --
hiring, training, rewards, everything -- support what you want to
do.
- Keep it simple
Remember, there are four phases of
knowledge management. There are three repositories of knowledge.
That's simple enough. Limit your efforts to those things likely
to make a big difference. The first place to look for those is
your strategic focus and key business processes. If you can
apply knowledge management there it's likely to have the most
impact. Then, look at the places where knowledge management
seems to be having maximum positive results.
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To Support a Field Force
Make a broad array of information
and knowledge available to folks in the field. The net is a
great tool for this. Give them access to customer records,
PowerPoint files, technical manuals-everything they might need.
Then, go further. Give them access to each other. Set up
listservs or chats where they can share tips and experience. In
addition, develop application files that help them apply what's
been learned in one place to another situation. Encourage them
to collect customer and technical lore and put it in a database
where everyone can find it and add to it. Use the net as a way
to get new folks up to speed faster.
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Conclusion
In order to establish a sound process and expand
on your knowledge management system, remember to:
- Mine your
data. You don't necessarily need data mining software to do this.
Remember that you want to place different sets of data next to
each other to look for surprise correlations. One supermarket
found one between the sales of diapers and the sales of beer.
The next step-check to see if this is a real connection by
trying out different stocking and display options.
- Look at
your data and information in different ways. Try sorting by
order size, profitability, date, time, anything you can come up
with. Sort by sales of individual products and by different
product combinations.
- Make an inventory of your intellectual
capital. Dow did that with patents. The question is, what do we
know that's valuable? Then the next question is: Where else can
we use this?
To Improve Existing Processes:
- Trace the
information flows that parallel your processes.
- Look for key
knowledge by asking: "What do we lose when key people
leave?" or "What do we have to teach every new
person?" Then find ways to move some of that
technologically.
- Switch your thinking from
"training" to "facilitating learning." Put
job aids and learning tools in the hands of folks on the job.
Some estimates are that 70% of learning about the job is done on
the job. Find ways to make that more effective.
- Provide data
and knowledge bases to help your customer service and tech
support folks solve problems quickly. Consider making these
available to customers so your support staff can be more
effective. Then, loop your learning about new problems and
solutions back to the data and knowledge bases so they're
available to all.
Here are a couple of references on and off the
Web to assist you in understanding the different aspects of
knowledge management:
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Want to know more?
Links
Books
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