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--- data_quality_management_system:data_quality_rule [2023/06/21 16:58]
peter
+++ data_quality_management_system:data_quality_rule [2024/03/08 13:33] (current)
@@ Line 9: / Line 9: @@
 === Purpose===
-The purpose of a data quality rule is to prevent, monitor or report insufficient quality of [[data_concept:data value|data values]].
+The purpose of a data quality rule is to prevent, monitor or report insufficient quality of [[data_concept:data value|data values]] and [[data_concept:data record|data records]].
 === Life cycle ===
@@ Line 22: / Line 22: @@
 | Accessibility   | Data quality rules are accessible to [[role:data_user|data users]]. It ensures that [[role:data_user|data users]] can ask questions about it and provide feedback on rules.  |
 | Unambiguity     | Data quality rules are unambiguous. It ensures that they can be implemented in a database or application.                                                             |
+|Maintainability|Data quality can efficiently being maintained.|
 === Relations ===
-|Data quality rule|is element of a |[[data_quality_general/data_quality_management_system|data quality management system]]|
+| Data quality rule  | is child of                | [[data_quality_management_system:metadata|metadata]]                                    |
-|Data quality rule|is subtype of |[[data_quality_management_system:metadata|metadata]]|
+| Data quality rule  | is child of                | [[general_term/rule|rule]]                                                            |
-|Data quality rule|is subtype of |[[datamanagement.wiki/general_term/rule|rule]]|
+| Data quality rule  | is element of a              | [[data_quality_general/data_quality_management_system|data quality management system]]  |
-|Data quality rule|is associated with specific| [[data_quality_general:data_quality_dimension|data quality dimensions]]|
+| Data quality rule  | is associated with specific  | [[data_quality_general:data_quality_dimension|data quality dimensions]]                 |
-|Data quality rule|can be applied at|[[data_concept:data_value|data values]]|
+| Data quality rule  | can be applied to            | [[data_concept:data_value|data values]]                                                 |
-|Data quality rule|can be applied at|[[data_quality_dimension/accuracy|accuracy]]|
+| Data quality rule  | can be applied to            | [[data_quality_dimension/accuracy|accuracy]]                                            |
-|Data quality rule|can be applied at|[[data_quality_dimension/completeness|completeness]]|
+| Data quality rule  | can be applied to            | [[data_quality_dimension/completeness|completeness]]                                    |
-|Data quality rule|can be applied at|[[data_quality_dimension/consistency|consistency]]|
+| Data quality rule  | can be applied to            | [[data_quality_dimension/consistency|consistency]]                                      |
-|Data quality rule|can be applied at|[[data_concept:data_record|data records]]|
+| Data quality rule  | can be applied to            | [[data_concept:data_record|data records]]                                               |
-|Data quality rule|can be applied at|[[data_quality_dimension/uniqueness|uniqueness]]|
+| Data quality rule  | can be applied to            | [[data_quality_dimension/uniqueness|uniqueness]]                                        |
-|Data quality rule|can be integrated in a|database|
+| Data quality rule  | can be integrated in a       | database                                                                                |
-|Data quality rule|can be integreted in an|application|
+| Data quality rule  | can be integreted in an      | application                                                                             |
-|Data quality rule|is derived from a|business rule|
+| Data quality rule  | is derived from a            | [[general_term/business_rule|business rule]]                                            |
-|Data quality rule|prevents| [[data_quality_management_system:data_issue|data issues]]|
+| Data quality rule  | prevents                     | [[data_quality_management_system:data_quality_issue|data issues]]                       |
-|Data quality rule|is applied firstly at|[[data_quality_management_system:critical_data_element|critical data elements]]|
+| Data quality rule  | is applied firstly to        | [[data_quality_management_system:critical_data_element|critical data elements]]         |
+| Data quality rule  | is needed for                | [[data_quality_management_system/data_quality_monitoring|data quality monitoring]]      |
+| Data quality rule  | is needed for                | [[data_quality_management_system/data_cleansing|data cleansing]]                        |
 {{:data_management:data_quality:data_quality_rules.jpg?600|}}
@@ Line 102: / Line 105: @@
 === References ===
+Data quality rule (2023). [[https://youtu.be/XBUCfOoxlUE|YouTube video]]. DAMA-NL.
 DAMA (2017). DAMA-DMBOK. Data Management Body of Knowledge. 2nd Edition. Technics PublicationsLlc. August 2017.
 DAMA Dictionary of Data Management.
@@ Line 120: / Line 125: @@
 What are Data quality rules? How do they look, and why are they needed in data management? Our expert provides the answers! (2020, September 3). Data Quality Solutions: Data Quality Software & DQaaS | CDQ. https://www.cdq.ch/data-sharing/data-quality-rules
+{{tag>All DQMS}}

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