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Practical Data Quality

You're reading from   Practical Data Quality Learn practical, real-world strategies to transform the quality of data in your organization

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781804610787
Length 318 pages
Edition 1st Edition
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Author (1):
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Robert Hawker Robert Hawker
Author Profile Icon Robert Hawker
Robert Hawker
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Table of Contents (16) Chapters Close

Preface 1. Part 1 – Getting Started
2. Chapter 1: The Impact of Data Quality on Organizations FREE CHAPTER 3. Chapter 2: The Principles of Data Quality 4. Chapter 3: The Business Case for Data Quality 5. Chapter 4: Getting Started with a Data Quality Initiative 6. Part 2 – Understanding and Monitoring the Data That Matters
7. Chapter 5: Data Discovery 8. Chapter 6: Data Quality Rules 9. Chapter 7: Monitoring Data Against Rules 10. Part 3 – Improving Data Quality for the Long Term
11. Chapter 8: Data Quality Remediation 12. Chapter 9: Embedding Data Quality in Organizations 13. Chapter 10: Best Practices and Common Mistakes 14. Index 15. Other Books You May Enjoy

Transitioning to day-to-day remediation

Sometimes, organizations that have just completed their first data quality initiative lack the building blocks required to make remediation part of their employees’ day-to-day responsibilities. When the intensive project-based remediation ends, there is no mechanism to “pick up the baton” and continue. As described in Chapter 8, often, it is not practical to complete all the data correction required against a particular rule, so some proportion of the work remains. The hope is that the amount of work remaining is small enough (or of a reduced urgency) so that a business-as-usual team could manage it.

This section is about how the work should be transitioned from a project phase into business as usual and what mechanisms and building blocks must be set up to accommodate this. The starting point is to outline what is required for success and how this might be put in place.

Requirements for success

For a team to be...

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