What is a best practice to improve fair housing compliance in valuations?

• A. Implement standardized data collection, use diverse comps, document adjustments, and conduct self-audits or peer reviews.
• B. Use a single homogeneous data source for efficiency.
• C. Avoid documenting adjustments to maintain speed.
• D. Restrict peer reviews to senior staff only.

Answer: (A)

Best practice focuses on creating a transparent, repeatable valuation process that minimizes bias and supports fair housing compliance. Standardized data collection ensures consistent information gathering, reducing subjective variation. Using diverse comps helps prevent bias toward certain neighborhoods or property types and keeps the valuation aligned with real market conditions. Documenting adjustments provides a clear, auditable rationale for each change, strengthening defensibility under fair housing and USPAP standards. Regular self-audits or peer reviews add an independent check to identify biased patterns and uphold a consistent methodology. Relying on a single data source, not documenting adjustments, or restricting reviews to senior staff undermines checks and transparency, making those practices unsuitable.