In this article, I draw several lessons learned about how to assess student, classroom, and teacher effects, with a specific focus on performance-based teacher evaluations. One lesson is that hierarchical linear modeling techniques are helpful in sorting out the magnitude of impacts at these three different levels of the education system. The…