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Engineers will graduate from school with, and have a
tendency to continue to accumulate, a wealth of what
might be referred to as "hard knowledge" (e.g. data,
procedures, principles, formulas, programs, and
quantifiable metrics). What we're short on is the
"soft knowledge" (e.g. insights, shortcuts, ideals,
experiences, metaphors, political and other constraints,
and even symbols).
They say "experience is the best teacher," but that
only works for us as individuals. Though we will take
action as a group, we will generally learn alone.
That's why collected "best practices" and consultants'
reports often ignore
- the mistakes we learn from
- the shortcuts we use to make our jobs easier
- the hidden steps that lead to breakthroughs
As individuals, we can learn even these things from
relationships with more experienced mentors. As an
organization, we need a different tool. One such tool
is the learning history -- a chronicle of some
project's development that includes the personal views
of the participants and commentary from whoever is
maintaining the chronicle. The learning history has
the following benefits:
- permits by definition narrative and commentary
- raises issues that might otherwise not be discussed
openly
- builds a "learning environment," where everyone who
participates in the project learns lessons from the
chronicle
Other ways soft knowledge can be retained in an
organization:
- some overlap of skills and responsibilities (though
you have to be careful to have workers avoid
competition and "reinventing the wheel," this overlap
allows for real-time instruction)
- some organizational rotation through different
functions (not just within engineering, but also
through marketing, sales, field service, etc.)
- eliminate discrimination in information access (i.e.
let everybody have the same access to the knowledge
that's there)
- have a vision that's open-ended (though the products
still get out the door, the organization isn't limited
by policy in what it's allowed to learn)
- remove obstacles to individual and group goal-setting
- support reasonable risk-taking
- allow reflection, analysis, and trial and error (and
teach techniques for time management so critical
paths aren't hurt by learning)
Individual responsibility in the spread of soft
knowledge includes
- admit our mistakes when they occur
- separate criticism from judgment (criticism places
responsibility for action, and even blame, on others;
judgment only recognizes the need for action)
- recognize that, while diversity alone does not ensure
creativity, a group with similar backgrounds and
interests will generally allow only "comfortable"
ideas to pass through it
- recognize our own individual learning and
communication styles
References
Harvard
Business Review on Knowledge Management.
Boston: Harvard Business School, 1998.
ISBN 0-87584-881-8
Kidder, T.
The
Soul of a New Machine. Back Bay Books, 2000.
ISBN 0-31649-197-7
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