Data inconsistency exists when different and conflicting versions of the
same data appear in different places. Data inconsistency creates
unreliable information, because it will be difficult to determine which
version of the information is correct. (It's difficult to make correct - and
timely - decisions if those decisions are based on conflicting information.)
Data inconsistency is likely to occur when there is data redundancy. Data
redundancy occurs when the data file/database file contains redundant -
unnecessarily duplicated - data. That's why one major goal of good
database design is to eliminate data redundancy.
In the below link you can find more details.
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