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[AIESEC HCMC][IC] Knowledge Management Theory
What is the difference between
data, information and knowledge?
Specific objective                  Data endowed                     Mix of contextual
Data




                                                                Knowledge
                             Information
       facts, or                           with relevance and               information,
       observations.                       purpose.                         experiences, rules
                                                                            and values –
                                                                            includes reflection,
                                           Requires unit of                 synthesis and
                                           analysis, needs                  context.
       Easily captured,
                                           consensus on
       easily structured,
                                           meaning, human
       easily transferred.                                                  Hard to capture
                                           mediation
                                                                            electronically, hard
       Compact,                            required, often                  to structure, hard
       quantifiable.                       garbled in                       to transfer, often
                                           transition.                      tacit, highly
                                                                            personal to the
                                                                            source.




                                                       More human contribution
                                                       required, more valuable
Knowing:

 ◦ How?
 ◦ What?
 ◦ Why?
Based on assembling information and
 eventually applying it.
Requires: Being able to recognize, describe,
 and classify concepts an things.

e.g. Being able to organize tasks into groups
  (e.g. EP servicing, Ra/Re/Ma, etc.)
   Fully understood by actually experiencing the
    situation.
   Generated by the “knowing what”

   Gives context – understanding the sequence
    of events, or the ability to perform a set of
    actions.
    ◦ E.g. understanding rules, procedures, or routines
      (HOW to Ra/Re/Ma)
   The causal knowledge of something occurs.

   Happens when there is a synthesis process of
    the “how” and “what”, through a reasoning
    process.

   Values and beliefs are a component of
    knowledge, and determine the interpretation
    of knowledge and organization.
Know               Reasoning
                  Why

Informatio
n
                      Procedure



  Kno                         Know
  w                           How
  What       Application
                                     Experience
Easy to gather – data, memorandum, records.

Easy to gather on a digital medium, and share.
 ◦ E.g. Statistics on myaiesec.net
Tacit knowledge – the things you know, but
 you can’t explain.

Often personal; context-specific, hard to
 formalize and communicate.

Consists of experiences, beliefs and skills –
 often acquired through physical practice of a
 skill or activity. (e.g. Sports, promoting to
 raise.)
   Knowing how to identify        Procedures listed in a
    the key issues necessary        manual
    to solve a problem.            Books and articles
   Apply similar experiences      News reports and
    from past situations.           financial statements
   Estimating work                Information left over
    requirement based on            from past projects.
    intuition and
    requirement.
   Deciding on appropriate
    course of action.

Tacit                           Explicit

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[AIESEC HCMC][IC] Knowledge Management Theory

  • 2. What is the difference between data, information and knowledge?
  • 3. Specific objective Data endowed Mix of contextual Data Knowledge Information facts, or with relevance and information, observations. purpose. experiences, rules and values – includes reflection, Requires unit of synthesis and analysis, needs context. Easily captured, consensus on easily structured, meaning, human easily transferred. Hard to capture mediation electronically, hard Compact, required, often to structure, hard quantifiable. garbled in to transfer, often transition. tacit, highly personal to the source. More human contribution required, more valuable
  • 4. Knowing: ◦ How? ◦ What? ◦ Why?
  • 5. Based on assembling information and eventually applying it. Requires: Being able to recognize, describe, and classify concepts an things. e.g. Being able to organize tasks into groups (e.g. EP servicing, Ra/Re/Ma, etc.)
  • 6. Fully understood by actually experiencing the situation.  Generated by the “knowing what”  Gives context – understanding the sequence of events, or the ability to perform a set of actions. ◦ E.g. understanding rules, procedures, or routines (HOW to Ra/Re/Ma)
  • 7. The causal knowledge of something occurs.  Happens when there is a synthesis process of the “how” and “what”, through a reasoning process.  Values and beliefs are a component of knowledge, and determine the interpretation of knowledge and organization.
  • 8. Know Reasoning Why Informatio n Procedure Kno Know w How What Application Experience
  • 9. Easy to gather – data, memorandum, records. Easy to gather on a digital medium, and share. ◦ E.g. Statistics on myaiesec.net
  • 10. Tacit knowledge – the things you know, but you can’t explain. Often personal; context-specific, hard to formalize and communicate. Consists of experiences, beliefs and skills – often acquired through physical practice of a skill or activity. (e.g. Sports, promoting to raise.)
  • 11. Knowing how to identify  Procedures listed in a the key issues necessary manual to solve a problem.  Books and articles  Apply similar experiences  News reports and from past situations. financial statements  Estimating work  Information left over requirement based on from past projects. intuition and requirement.  Deciding on appropriate course of action. Tacit Explicit