Recognises a rejection destroying more than it protects
https://knobit.org/id/knobit/Q-322
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| Context functions | Result evaluation |
|---|---|
| Knobit creation methods | AI generated, human edited |
| Knobit types | Skill |
| LCG purposes | Assessing the learner's knowledge or skill state |
| LCG purposes | Selecting an assessment task or learning activity |
| action verb | Recognises en |
| applies knowledge | Explains severity, threshold and failure action |
| assessment criterion | Flags the deficient case and passes the acceptable one. Deficient: `DQ-031: phone number format`, `on_failure: reject` on `party`; a party with a foreign number is rejected and its three accounts fail integrity Acceptable: `on_failure: flag` for defects in optional descriptive fields; `quarantine` with a repair route for defects that matter; `reject` only where loading the row would corrupt something downstream en |
| assessment method | skill-tests task: Loan application data quality rules on Snowflake (DQ rule anomaly skills) en |
| conforms to profile | https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1 |
| dcterms:identifier | Q-322 |
| dcterms:license | https://creativecommons.org/licenses/by/4.0/ |
| dcterms:source | Review checklist 03-dq-rules (data-quality), row 22; Kimball & Caserta 2004; McGilvray 2021; formerly data-modelling K-722 en |
| expected result | The rejection and what it loses en |
| owl:sameAs | https://bitbucket.org/reffa/ontology/id/knobit/data-modelling/07-dq-rules/22 |
| rdfs:label | Recognises a rejection destroying more than it protects en |
| schema:creativeWorkStatus | accepted |
| schema:isPartOf | Data quality management (DAMA-DMBOK2) |
| skos:altLabel | Rejection that destroys more than it protects (data quality rule) en |
| skos:definition | `on_failure: reject` on a row whose loss does more damage than its defect: a payment rejected for a malformed optional reference field, a parent rejected so that every child in the batch is orphaned, a whole batch halted by one row. A deletion anomaly caused by the quality process. en |
| skos:prefLabel | Recognises a rejection destroying more than it protects en |
| target object | on_failure reject en |
Used by
| includes knobit | Derives data quality rules from the data rules and the physical model |
|---|---|
| includes knobit | Develop and deploy data quality operations: manage data quality rules |
| requires knobit | Derive data quality rules |