I looked at the relationship between the concepts of Data, Information, Knowledge and Wisdom in one of my previous posts. At the time however, I was looking from slightly different perspective. In this post I focus more on the factors that influence transition of the collected raw data into totally abstract entity as wisdom.
Concept | Definition | Factors contributing to transition | Abstraction Level |
Data | Simplest representation of facts such as numbers, characters, graphics, images, sound and video. Initially in ‘raw’ format, needs to be further processed to gain meaning. | Associated metadata is required to add context, describing business understanding, format, date/time, importance and others | Low |
Information | Processed collection of data, with associated metadata describing the context. There might be various metadata dimensions allowing creating new information and its meaning based on different aggregations of facts. It is Data in a context. | Identification of trends, patterns, relationships and assumption. | Medium |
Knowledge | Awareness, understanding, familiarity, recognition of situational patterns and trends, based on synthesis of collected information that could be used achieve a business purpose. It is Information in a perspective. | Acquiring of skills through experience or education. It includes perception, learning, communication, association and reasoning. | Medium High |
Wisdom | Making the best use of knowledge, acting with appropriate judgement in complex and dynamic environments, that actually achieves business purpose. Directly related to maturity but not related to how long the organization is in business. It is applied knowledge. | High |
Graphically this could be presented in form of a pyramid, with increasing maturity and abstraction level.
As the abstraction level increases, the concepts become much more difficult to define and describe. For example Wisdom, in contrast to Data, becomes more philosophical idea. The higher the level of abstraction, the fewer organizations could be found utilizing the concept. This is not surprising, due to direct relationship with maturity levels. However, this is the critical factor that differentiates winners from the rest. Most of organizations focus their resources on achieving immediate tactical goals. This works well in short term, but as we can usually see, such organizations survive only in friendly business environment. As soon as the market trends change, such organizations are endangered by takeovers, or breakups. Only few, are able to make such transition, although I don’t think that there are any that fully achieved the Wisdom level. Information management does not contribute directly to products or services that the organizations sell, but like a nervous system in an organism, it is critical to utilization of the available resources to their full potential. The better distribution, sharing and collaboration, the better odds of winning with innovative products, and survival.
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