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Traces data quality failures to the process causes that produce them

edu:LearningOutcome edu:Skill

https://knobit.org/id/outcome/QO-5

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dcterms:descriptionStage 5 of the data-quality skill: Traces data quality failures to the process causes that produce them; produces 05-rca/rca.yaml. en
dcterms:identifierQO-5
dcterms:licensehttps://creativecommons.org/licenses/by/4.0/
has prerequisiteProfiles and assesses critical data elements over stated populations
includes knobitRecognises a data fix applied at the symptom
includes knobitRecognises user error given as a root cause
includes knobitRecognises one root cause claimed for unrelated failures
includes knobitRecognises a root cause the failure distribution contradicts
includes knobitRecognises a root cause fix with no control against recurrence
includes knobitRecognises a root cause not looked for elsewhere
includes knobitExplains root cause analysis techniques
includes knobitExplains corrective and preventive action on a data nonconformity
includes knobitExplains testing a root cause against the evidence
rdfs:labelJälitab andmekvaliteedi vead tagasi neid tekitavate protsessipõhjusteni et
rdfs:labelTraces data quality failures to the process causes that produce them en
related topicData quality (DAMA-DMBOK2 chapter 13)

Used by

assesses learning outcomeCustomer due diligence data - root cause analysis of a quarter's data quality failures behind misleading scores (root cause analysis anomaly skills)
has prerequisiteManages data quality issues by impact through to verified closure
includes learning outcomeLearning path: Data quality
related learning outcomeStage 5 — Root cause analysis
related learning outcomeRoot cause analysis anomaly checklist
schema:itemhttps://knobit.org/id/path/data-quality/QO-5