Data Management
“The beginning of wisdom is the definition of terms.”
“The beginning of wisdom is the definition of terms.”
This is an old revision of the document!
A data quality management system is a management system with regards to data quality.
DQMS
Objectives of a DQMS are 1) meeting the data quality requirements and 2) data user satisfaction.
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 of | data value management system | ||||
Data quality management system | is sister of | data 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 | [[data_quality_management_system/context_analysis|context analysis | ||||
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 architecture | ||||
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 | document control | ||||
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 |
The OGSM-model can be used to implement DQSM. Through this model, objectives, goals and strategies can be turned into actions.
Website DAMA-NL. Data Quality Management System (DQMS).