This review offers a critique of a teacher effectiveness experiment conducted by investigators from the Mathematica Policy Group and published by the Institute of Education Sciences. The Mathematica experiment was designed to provide evidence about the effectiveness of teachers who were themselves high-achieving students and trained by either Teach for America (TFA) or the Teaching Fellows programs.