When evaluating literacy work, what is a best practice related to bias?

• A. Assume bias doesn't exist and ignore it.
• B. Use biased rubrics.
• C. Disallow any discussion of bias.
• D. Include bias awareness in instruction and assessment; implement strategies to reduce bias in scoring.

Answer: (D)

Understanding and addressing bias in literacy work is essential for fair and accurate assessment. Bias can shape how students’ work is interpreted, from the texts we choose to the language used in prompts and the way we score. The strongest approach is to make bias awareness a regular part of both instruction and assessment—and to put concrete steps in place to reduce its influence when scoring.

This means designing tasks with diverse, representative texts and contexts, teaching students about bias and how it can appear in reading and writing, and using scoring tools that minimize subjective judgments. Practical steps include using clear, well-defined rubrics with specific descriptors for each level, training scorers to apply criteria consistently, employing multiple raters or blind scoring to reduce the influence of a scorer’s expectations, and anchoring scores to exemplary work so interpretations stay aligned with the criteria. It also helps to include multiple measures of literacy—performance tasks, written work, and reading responses—so a student’s abilities are visible across different formats.

Discussions of bias and ongoing adjustments to instruction and assessment practices ensure that the evaluation centers on what students know and can do, rather than on cultural or linguistic assumptions. That’s why this option is the most accurate and helpful approach.