CHAPTER 6: VALUING ORGANIZATIONAL
INFORMATION
v Information granularity
refers to the extent of detail within the information
v Information levels (above): individual department, enterprise
v Information formats
(middle): document, presentation, spreadsheet,
database
v Information granularities
(below): detail (fine), aggregate(course)
TRANSACTIONAL INFORMATION
|
ANALYTICAL INFORMATION
|
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5 common characteristics of high quality information:
Accuracy: Are all the value correct? Example, is the name spelled correctly?
|
Completeness:
Are any of values missing? For example, is
the address complete including street,
city, state |
Consistency: Is aggregate or summary information in
agreement with detailed information?
For example, do all total fields equal the true total of the individual fields? |
Uniqueness: Is each transaction,
entity and event represented only once in the information?
For example, are there any duplicate customers? |
Timeless: Is the information
current with respect to the business requirements? For
example,is information updated weekly, daily or hourly? |
v Recognizing how low quality information issues occur will allow
organizations to begin to correct them. The
4 primary sources of low quality information are:
1. Online customers intentionally enter
inaccurate information to protect their privacy
2.
Different systems have
different information entry standards and formats
3.
Call center operators enter
abbreviated or erroneous information by accident or to save time
4.
Third party and external
information contains inconsistencies, inaccuracies and errors
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1.
Does not automatically
guarantee that every decision made is going to be a good one, since
people ultimately make decisions
people ultimately make decisions
2.
Information ensures that the
basis of the decision is accurate
3.
The success of the organization
depends on appreciating and leveraging the true value of timely
and high quality information
and high quality information
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