Which characteristic is most consistent with professional practice when addressing bias?

• A. Independence from external pressures
• B. Commission-driven adjustments
• C. Favoring client interests over accuracy
• D. Undisclosed data manipulation

Answer: (A)

Independence from external pressures is essential because professionals must base their judgments on evidence, accepted methods, and applicable rules rather than what a client or party wants to push for. When you maintain independence, you safeguard objectivity, ensure that conclusions reflect actual conditions and data, and align with ethical and professional standards that require fair, unbiased results. Options that involve commission-driven adjustments, prioritizing client interests over accuracy, or undisclosed data manipulation introduce bias, erode trust, and violate standards that govern credible practice. By staying independent, you keep valuations and assessments transparent, defendable, and consistent with the commitment to accuracy and integrity that good professional practice demands.