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

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2 The Organizational Data Quality Program

Chapter outline

  • 2.1 The Virtuous Cycle of Data Quality 17
  • 2.2 Data Quality Processes 19
  • 2.3 Stakeholders and Participants 27
  • 2.4 Data Quality Tools 30
  • 2.5 Summary 34

Once it has been determined that poor data quality does have a negative impact on the ways the business operates, it will be necessary to plan the approach for assembling a data quality management program and instituting the practices that will lead to improvement. That plan must consider:

  • • The processes that need to be instituted,
  • • The participants that will execute those processes and their roles and responsibilities, and
  • • The tools that will be used to support the processes.

In other words, instituting a practical data quality ...

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