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Data Management

“The beginning of wisdom is the definition of terms.”

data_quality_general:data_quality_management_system

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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 systemis subtype ofmanagement system
Data quality management systemis subsystem ofdata management system
Data quality management systemconsists of elementawareness of data quality
Data quality management systemconsists of elementcompetence of staff
Data quality management systemconsists of elementcontext analysis
Data quality management systemconsists of elementcontinuous improvement
Data quality management systemconsists of elementcritical data element
Data quality management systemconsists of elementdata architecture
Data quality management systemconsists of elementdata cleansing
Data quality management systemconsists of elementdata lineage
Data quality management systemconsists of elementdata process
Data quality management systemconsists of elementdata quality analysis
Data quality management systemconsists of elementdata quality communication
Data quality management systemconsists of elementdata issue
Data quality management systemconsists of elementdata quality monitoring
Data quality management systemconsists of elementdata quality objective
Data quality management systemconsists of elementdata quality policy
Data quality management systemconsists of elementdata quality requirement
Data quality management systemconsists of elementdata quality risk analysis
Data quality management systemconsists of elementdata quality rule
Data quality management systemconsists of elementdata supplier
Data quality management systemconsists of elementdata user satisfaction
Data quality management systemconsists of elementdocument control
Data quality management systemconsists of elementinternal audit
Data quality management systemconsists of elementleadership
Data quality management systemconsists of elementmanagement review
Data quality management systemconsists of elementmetadata
Data quality management systemconsists of elementroles and responsabilities
Data quality management systemconsists of elementstakeholder analysis




Lifecycle

  • Plan DQMS
  • Create DQMS
  • Develop DQMS
  • Establish DQMS
  • Implement DQMS
  • Apply DQMS
  • Maintain DQMS
  • Audit 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

Website DAMA-NL. Data Quality Management System (DQMS).

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data_quality_general/data_quality_management_system.1688846152.txt.gz · Last modified: 2024/03/08 13:33 (external edit)

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