Which action demonstrates fairness when data provided by a borrower is not comparable?

• A. Ignore the borrower's request
• B. Provide a detailed explanation of non-comparability
• C. Immediately grant the requested value
• D. Dismiss all borrower data

Answer: (B)

When data provided by a borrower can’t be reliably compared to standard benchmarks, fairness means being transparent about why that data isn’t comparable and how it affects the assessment. Providing a detailed explanation of non-comparability shows the borrower exactly what limits the data has, why a direct comparison isn’t valid, and how the lender will proceed given those limits. This approach promotes understanding, reduces the chance of perceived bias, and supports compliant, non-discriminatory decision-making. Ignoring the borrower's request, rushing to a value without a valid basis, or discarding all data would undermine accuracy and fairness by hiding limitations or dismissing potentially relevant information.