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data_quality_management_system:data_quality_issue [2023/06/11 15:56]
peter 		data_quality_management_system:data_quality_issue [2024/03/08 13:33] (current)
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 === Definition === === Definition ===
-A data quality issue is a non-fulfilment of a [[general_term/requirement|requirement]] regarding [[data_quality_general/data_quality|data quality]].+A data quality issue is an [[general_term/issue|issue]] with regard to [[data_quality_general/data_quality|data quality]].
  
 ===Notes=== ===Notes===
-Generally, a data quality issue concerns an incorrect data value, but it can be applied to any other data quality dimensions, e.g., completeness and timeliness.+Generally, a data quality issue concerns an incorrect data value, but it may also involve any other [[data_quality_general/data_quality_dimension|data quality dimensions]], e.g., completeness and timeliness.
  
 Attributes of a data quality issue are: Attributes of a data quality issue are:
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 === Relations=== === Relations===
-  * Managing data quality issues is part of a [[data_quality_general/data_quality_management_system|data quality management system]]. +|Data quality issue|is child of| [[general_term/issue|issue]]| 
-  * Preventing data quality issues is one of the principles of a data quality program. +|Data quality issue| is an element of a |[[data_quality_general/data_quality_management_system|data quality management system]]| 
-  * Data quality issuescan, e.g., be caused by data entry processes or be caused by an incomplete data migration +|Data quality issue|is one of the principles of a|data quality program| 
-  * Data quality issuesmanagement is a subject in a data quality service level agreement. +|Data quality issue| can be caused by |data entry processes| 
-  * Data quality issues are identified by data profiling or by applying [[data_quality_management_system/data_quality_rule|data quality rules]]. +|Data quality issue| can be caused by|data migration| 
-  * Data quality issues are identified and resolved by [[role/data_steward|data stewards]]. +|Data quality issue| is a subject in a |data quality service level agreement| 
-  * Data quality issues can be resolved by [[data_quality_management_system/data_cleansing|data cleansing]]. +|Data quality issue| is identified by |data profiling| 
-  * Data quality issues are eliminated by [[data_quality_general/correction|corrections]]. +|Data quality issue|is prevented by applying|[[data_quality_management_system/data_quality_rule|data quality rules]]| 
-  * Data quality issues are prevented by [[data_quality_general/corrective_action|corrective actions]]. +|Data quality issue| is identified and resolved by |[[role/data_steward|data stewards]]| 
-  * Possible data quality issues are prevented by [[data_quality_general/preventive_action|preventive actions]]. +|Data quality issue| is resolved by |[[data_quality_management_system/data_cleansing|data cleansing]]| 
-  * The root cause of a data quality issues can be investigated by [[data_quality_management_system/data_lineage|data lineage]]. +|Data quality issue| is eliminated by |[[data_quality_general/correction|corrections]]| 
-  * The status of data quality issues can be tracked in an incident tracking system.  +|Data quality issue | is prevented by |[[data_quality_general/corrective_action|corrective actions]]| 
-  * Data quality issues issues can be prevented by [[data_quality_management_system/data_quality_rule|data quality rules]]. +|Data quality issue| is prevented by |[[data_quality_general/preventive_action|preventive actions]]| 
-  * [[data_quality_management_system/data_quality_monitoring|Data quality monitoring]] detects and reports data quality issues.+|Data quality issue|can be easiers assessed by |[[data_quality_management_system/data_lineage|data lineage]]| 
 +|Data quality issue| can be tracked in an |incident tracking system| 
 +|Data quality issue|is detected and reported by|[[data_quality_management_system/data_quality_monitoring|data quality monitoring]]|
    
 {{:data_management:data_quality:data_issues.jpg?700|}} {{:data_management:data_quality:data_issues.jpg?700|}}
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 {{tag>All DQMS}} {{tag>All DQMS}}
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data_quality_management_system/data_quality_issue.1686498999.txt.gz · Last modified: 2024/03/08 13:33 (external edit)

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