O'Reilly logo

The Practitioner's Guide to Data Quality Improvement by David Loshin

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

3 Data Quality Maturity

Chapter outline

  • 3.1 The Data Quality Strategy 35
  • 3.2 A Data Quality Framework 38
  • 3.3 A Data Quality Capability/Maturity Model 42
  • 3.4 Mapping Framework Components to the Maturity Model 44
  • 3.5 Summary 49

What does organizational maturity mean in the context of good data management practices? From a holistic standpoint, the differences in organizational maturity for data quality are gauged by the sophistication of the processes in place for managing the identification of flawed data as well as the levels of capability of those tasked with managing data quality. Most organizations are reactive when it comes to resolving issues, meaning that problems are addressed at the time that the impacts have manifested themselves, ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required