Chapter 9

Data Quality Management

Abstract

This chapter covers the discipline and practice of Data Quality Management (DQM) in a multi-domain Master Data Management (MDM) model, and discusses how to define and apply a DQM model consistently across a multi-­domain environment. In addition, it discusses the need to establish standard guidelines and definition for data quality dimensions, quality profiling, and reporting, as well as how to establish a cross-domain process to manage DQM strategies, decisions, and execution.

Keywords

Quality

Improvement

Data Quality Management (DQM)

Measurement

Scorecards

Standards

Metrics

Profiling

Assessment

Validation

Cleansing

Enrichment

Monitoring

This chapter covers the discipline and practice of Data Quality ...

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