Marc T. Law

Fairness trade-offs in expert evaluation: information, judgment, and procedural design

Evaluation systems often seek to reduce bias, prevent manipulation, preserve relevant information, maintain comparability, and treat candidates equally, but these fairness goals can conflict. This paper develops a framework for understanding such trade-offs in expert evaluation—including peer review, grant panels, ac...