peer-review-systems

name	peer-review-systems
description	Use when adding peer review to courses. Peer review = students evaluate each other's work.

Peer Review Systems

Peer review benefits: students learn by evaluating, get diverse feedback, builds community. Add structure to prevent abuse.

Peer review benefits

1. Active learning — evaluating teaches more than passive viewing
2. Multiple perspectives — diverse feedback
3. Community building — students engage with each other
4. Scalable feedback — instructor can't grade 500 students
5. Self-assessment — applying rubric improves own work
6. Real-world skill — workplace peer review

Implementation

1. Anonymous review — reduces favoritism
2. Rubric provided — clear evaluation criteria
3. Multiple reviewers per work — 2-3 reviews
4. Required participation — to receive feedback, must give feedback
5. Quality control — instructor spot-checks reviews
6. Disputes process — student can challenge unfair review

Avoiding common pitfalls

1. Low-quality reviews — provide review training
2. Bullying / harsh feedback — moderation
3. Favoritism — anonymous prevents
4. One-way streets — students get reviewed but never review
5. Time mismatches — sync deadlines

Where this fits in the X3 empire

Peer review structure for CardPrepAI cohort programs.