Which statement best describes data governance in assessment processes?

Which statement best describes data governance in assessment processes?

• A. Increased subjectivity in valuation.
• B. Unrestricted sharing of data with external partners.
• C. Ensures consistency, quality, and repeatability across valuation methods.
• D. Eliminates the need for audit trails.

Answer: (C)

Data governance in assessment processes establishes the framework for how data is defined, collected, validated, stored, and used, with the aim of ensuring data quality and consistency. By standardizing data definitions, validation rules, workflows, and documenting data lineage and versioning, it makes it possible to apply valuation methods consistently and to reproduce results when the same data and methods are used. This supports fairness and transparency across assessments and over time. The other statements conflict with this purpose: governance is not about increasing subjectivity, it does not imply unrestricted sharing with external partners, and it does not eliminate audit trails; in fact, it relies on controlled data access and documented auditability.

Data governance in assessment processes establishes the framework for how data is defined, collected, validated, stored, and used, with the aim of ensuring data quality and consistency. By standardizing data definitions, validation rules, workflows, and documenting data lineage and versioning, it makes it possible to apply valuation methods consistently and to reproduce results when the same data and methods are used. This supports fairness and transparency across assessments and over time. The other statements conflict with this purpose: governance is not about increasing subjectivity, it does not imply unrestricted sharing with external partners, and it does not eliminate audit trails; in fact, it relies on controlled data access and documented auditability.