Teacher evaluations matter a lot—both to teachers and to those holding them accountable. But how can schools measure the performance of all teachers fairly? And what should they do with the results?

Houston ISD overhauled the rubric used to evaluate how well teachers perform during spot evaluations of their classrooms, one of the major factors in teacher evaluations that determine salaries under ...