CGEIT · Question #53
Which of the following has the GREATEST influence on data quality assurance?
The correct answer is D. Data stewardship. Data stewardship has the greatest influence on data quality assurance as it encompasses the ongoing management, oversight, and enforcement of data policies and standards.
Question
Which of the following has the GREATEST influence on data quality assurance?
Options
- AData classification
- BData encryption
- CData modeling
- DData stewardship
How the community answered
(24 responses)- A13% (3)
- B29% (7)
- C4% (1)
- D54% (13)
Why each option
Data stewardship has the greatest influence on data quality assurance as it encompasses the ongoing management, oversight, and enforcement of data policies and standards.
Data classification categorizes data based on sensitivity and value, which helps with security and retention but doesn't directly ensure its accuracy or completeness.
Data encryption protects data confidentiality and integrity by making it unreadable without a key, but it does not ensure the inherent quality (accuracy, completeness) of the data itself.
Data modeling defines the structure and relationships of data within a system, which can facilitate good data design but doesn't actively manage or enforce data quality during its lifecycle.
Data stewardship involves the overall management, oversight, and governance of an organization's data assets, including establishing data quality standards, monitoring compliance, and resolving data quality issues. A strong data stewardship program ensures that data is consistently accurate, complete, and reliable throughout its lifecycle, which directly and continually impacts data quality assurance.
Concept tested: Data quality assurance drivers
Source: https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-104.pdf
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