Which option best describes a bias-reducing practice in assessment?

• A. Rely on a single measure to simplify interpretation.
• B. Ignore linguistic and cultural differences.
• C. Apply biased judgments to interpret results.
• D. Use multiple measures, consider linguistic/cultural context, ensure fair administration, and interpret results carefully.

Answer: (D)

Reducing bias in assessment means making sure the way we test and interpret results reflects what a student can actually do, not factors like language or cultural background. Using multiple measures—different tasks, formats, and contexts—helps show a student’s abilities across varied situations, so we don’t depend on a single indicator that might be biased. It also matters to consider linguistic and cultural context so items are fair and understandable, and to administer the assessment consistently with appropriate accommodations when needed. Interpreting results carefully, with awareness of context and potential biases, ensures decisions are based on a pattern of evidence rather than one score. This combined approach minimizes bias much more effectively than relying on one measure, ignoring differences, or making biased judgments.