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data_quality_general:data_quality_management_system

Data quality management system

Definition

A data quality management system is a management system with regards to data quality.

Abbreviation

DQMS

Note

Objectives of a DQMS are 1) meeting the data quality requirements and 2) data user satisfaction.

Relation

A DQMS consists of 25 elements. See also the diagram (metromodel) below.

Data quality management system is child of data management system
Data quality management system is sister ofdata utilization management system
Data quality management system is sister ofdata security management system
Data quality management system consists of element awareness of data quality
Data quality management system consists of element competence of staff
Data quality management system consists of element context
Data quality management system consists of element continuous improvement
Data quality management system consists of element critical data element
Data quality management system consists of element data model
Data quality management system consists of element data cleansing
Data quality management system consists of element data lineage
Data quality management system consists of element data process
Data quality management system consists of element data quality analysis
Data quality management system consists of element data quality communication
Data quality management system consists of element data issue
Data quality management system consists of element data quality monitoring
Data quality management system consists of element data quality objective
Data quality management system consists of element data quality policy
Data quality management system consists of element data quality requirement
Data quality management system consists of element data quality risk analysis
Data quality management system consists of element data quality rule
Data quality management system consists of element data supplier
Data quality management system consists of element data user satisfaction
Data quality management system consists of element documened information
Data quality management system consists of element internal audit
Data quality management system consists of element leadership
Data quality management system consists of element management review
Data quality management system consists of element metadata
Data quality management system consists of element roles and responsibilities
Data quality management system consists of element stakeholder analysis
Data quality management system consists of element resources

Lifecycle

  • Plan DQMS
  • Create DQMS
  • Develop DQMS
  • Establish DQMS
  • Implement DQMS
  • Apply DQMS
  • Maintain DQMS
  • Audit DQMS
  • Certify DQMS
  • Improve DQMS
  • Abolish DQMS

Characteristics

  • Effectiveness of a DQMS
  • Efficiency of a DQMS

Implementation

The OGSM-model can be used to implement DQSM. Through this model, objectives, goals and strategies can be turned into actions.

Reference

data_quality_general/data_quality_management_system.txt · Last modified: 2024/07/06 12:09 by peter