Data, Equity, and Continuous Improvement
Look beyond averages. Check which items many high-performing students miss and why. Are distractors misleading? Is vocabulary off-level? Small fixes can transform accuracy. Share a puzzling item pattern you have seen, and we will help interpret possible causes and redesign options.
Data, Equity, and Continuous Improvement
Use structured methods like Angoff or Bookmark with expert judgments and sample performances. Document rationales, then review annually. Transparent standards protect students and programs. Tell us how your team sets thresholds today, and we will suggest lightweight protocols to strengthen credibility.