Download Executing Data Quality Projects: Ten Steps to Quality Data by Danette McGilvray PDF

By Danette McGilvray

As an company DQ Operations supervisor, "Executing facts caliber initiatives" is a needs to that information the "how to" technique to execute info remediation initiatives. Following the "Ten Steps" technique offers information on a step-by-step method of identify relied on details. I used the cloth to create an firm point information caliber Operations plan that used to be rather well recieved by way of senior administration. Danette's booklet is simple to keep on with and perfect reference fabric for information caliber. I hugely suggest it to any DQ supervisor, Operations supervisor, and so on. in any undefined.

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For example, duplicate vendor records with the same name and different addresses make it difficult to ensure that payment is sent to the correct address. When purchases by one company are associated with duplicate master records, the credit limit for that company can unknowingly be exceeded. This can expose the business to unnecessary credit risks. 4 Accuracy Definition—A measure of the correctness of the content of the data (which requires an authoritative source of reference to be identified and accessible).

Which technology is involved? • What happened to the data in the earlier phases of the life cycle? • How will data in the later phases of the life cycle be impacted? • Which broad-impact components have been addressed? Which areas need further attention? Answers to these questions will help you understand the initial business impact, determine the scope of the issue and who needs to be engaged in solving it, and uncover linkage points to other business areas and systems. You may also highlight potential root causes.

Many thanks to Larry English for teaching me about the universal resource life cycle (Plan, Acquire, Maintain, Dispose, Apply). I modified the names of the life cycle phases slightly from his original, added the “Store and Share” phase, and developed the acronym POSMAD as a reminder of the Information Life Cycle phases. He provided the examples for activities within each of the phases for financial, human, and information resources. Executing Data Quality Projects 24 For human resources you plan for staffing, skills, recruiting, and the like; you obtain human resources by hiring; you maintain human resources by providing compensation (wages and benefits) and developing skills through training; you apply human resources by assigning roles and responsibilities and putting skills to use; and you dispose of human resources through retirement or “downsizing” or through employees leaving of their own accord.

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