Recent evidence on teacher productivity suggests that teachers meaningfully influence non-test academic student outcomes that are commonly overlooked by narrowly focusing on test scores. Despite a large number of studies investigating the Teach For America (TFA) effect on math and English achievement, little is known about non-tested academic outcomes. Using administrative data from Miami-Dade County Public Schools, we investigate the relationship between being in a TFA classroom and five non-test student outcomes commonly found in administrative datasets: days absent, days suspended, GPA, classes failed, and grade repetition. We validate our use of non-test student academic outcomes to assess differences in teacher productivity using the quasi-experimental teacher switching methods of Chetty, Friedman, and Rockoff ( 2014 ) and fail to reject the null hypothesis of unbiasedness in most cases in elementary and middle school, although in some cases standard errors are large. We find suggestive evidence that students taught by TFA teachers in elementary and middle schools were less likely to miss school due to unexcused absences and suspensions compared with students taught by non-TFA teachers in the same school, although point estimates are very small. Other outcomes were found to be forecast-unbiased but showed no evidence of a TFA effect.

This paper uses student-level data to investigate how the college application behavior of underrepresented minorities (URMs) changed in response to the 1998 end of affirmative action in admissions at the University of California (UC). We show that all URMs experienced a drop in their probability of admission to at least one UC campus. However, the relative decline in URM SAT score-sending rates—our proxy for application rates—was small and concentrated at Berkeley and UCLA among underrepresented minorities who experienced the largest relative drop in their predicted probability of admission. In addition, we find some evidence of a shift toward less-selective UC campuses rather than out of the UC system. Overall, our paper highlights the stability of URM application behavior in the face of substantial declines in their admission rates.