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Basic Guidelines for Data Integrity in Enterprise Software

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The original Relational Model of Data for Large Shared Data Banks [acm.org] was a major milestone in the history of information technology that has undergone changes in understanding over the years. Despite Design Constraints and Unavoidable Realities [kimballgroup.com], A Review of Relational Concepts [wikipedia.org] is useful to avoid widespread Logical-Physical Confusion [information-management.com].

That is not to say that the real world always maps well to the simplest logical structures, after all Starbucks Does Not Use Two-Phase Commit [eaipatterns.com]. Also, aside from logical correctness, the problem of Basic Human Error Rates [hawaii.edu] must be also managed into any data quality metric.


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