Meeting the Challenges of Data Quality Management

Chapter 9

Core Data Quality Management Capabilities

Abstract

This chapter describes the functions required to build organizational capacity to manage data for quality over time. They include: data quality standards, data quality assessment, data quality monitoring, data quality reporting, data quality issue management, and data quality improvement. These activities are likely to be executed more consistently and with greater impact if there is a data quality team specifically responsible for defining them and facilitating their adoption within the organization.

Keywords

Data quality standards; assessing data quality; data quality monitoring; data quality reporting; data issue management; quality improvement methodology

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