The Data Quality Working Group has developed a model for a data quality management system. This model is based on the well-know standard voor quality management systems: ISO 9001.
Description of the DQMS
The entire model is described in a white paper:
Elements of the DQMS in a WIKI
The model contains 25 elements. Until now 13 of them have been elaborated in the wiki below:
The next elements has been eleborated in the wiki
Data Quality Maturity Scan
In order to determine which priority an element of the DQMS has, the data qualit maturity matrix can be used. This takes into account the importance you or the organisation attaches to an element and how far the element has been developed.
Relations between Elements of the DQMS
The 25 elements of the DQMS have relationships with each other. This is visualised in the knowledge graph below.
Make Your Own Choice
The DQMS is not a prescription. It can be used as a reference model by making your own selection from the 25 elements.
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