Knowledge Management
Ron Graham
Here is a diagram that shows very briefly how we learn:

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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