Search icon
Subscription
0
Cart icon
Close icon
You have no products in your basket yet
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
Practical Data Quality

You're reading from  Practical Data Quality

Product type Book
Published in Sep 2023
Publisher Packt
ISBN-13 9781804610787
Pages 318 pages
Edition 1st Edition
Languages
Author (1):
Robert Hawker Robert Hawker
Profile icon Robert Hawker

Table of Contents (16) Chapters

Preface 1. Part 1 – Getting Started
2. Chapter 1: The Impact of Data Quality on Organizations 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

Governing remediation activities

Once the prioritization is complete, the approach has been identified, and the effort involved has been understood, the remediation activities begin. Just as with any other project-style activity, remediation must be governed.

Governance in this instance means the following:

  • Tracking the remediation activities against the expected effort/elapsed time
  • Reporting to senior leaders on the progress of the activity
  • Understanding risks, issues, and “blockers” that need to be managed or mitigated
  • Ensuring that when the project activity is done, ongoing work is transitioned into a business-as-usual process

When organizations start to remediate data quality issues for the first time, it has to be managed quite formally. This is simply because the organization has no established processes, best practices, and institutional knowledge in this area. Some organizations that I have worked with have decided to simply assign...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $15.99/month. Cancel anytime}