Data Management
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data_quality_management_system:data_quality_requirement
Data quality requirements
Definition
Data quality requirements are requirements with regard to data quality.
Life cycle
| Phase | Activity |
|---|---|
| Plan | * Define data quality requirements |
| Do | * Establish data quality requirements * Communicate data quality requirements |
| Check | * Evaluate data quality requirements |
| Act | * Adapt data quality requirements |
Characteristics
| Characteristic | Requirement |
|---|---|
| Clarity | The data quality requirements are clear, readable and unambiguous. |
| Faisability | The data quality requirements are faisable |
| Allignement with strategic goals | The data quality requirements are alligned with strategic goals. |
Relations
- Data quality requirements is a subtype of requirement.
- One of the two objectives of a data quality management system is that the data quality requirements are met. The other objective is data consumer satisfaction.
- Data quality requirements can be part of the data quality policy.
- Data quality objectives are a SMART version of the data quality requirements.
Examples
- Example 1: All customer data should be consistent over all databases of the organisation.
- Example 2: Data on invoices to customers are complete and accurate.
data_quality_management_system/data_quality_requirement.txt ยท Last modified: 2023/03/29 22:36 by peter