Grading workflow structures the assessment process to enhance efficiency and consistency. Key workflow elements include:
- Question-by-question grading rather than student-by-student
- Systematic application of rubrics before assigning points
- Regular calibration checks between graders
- Clear processes for handling special cases
- Documentation of grading decisions and rationales
This structured approach helps overcome cognitive biases like the halo effect and anchoring bias, while promoting fair and consistent evaluation across all submissions.