Inference on Peer Effects with Missing Peer Data: Evidence from Project STAR

Aaron Sojourner

Working Papers from Human Resources and Labor Studies, University of Minnesota (Twin Cities Campus)

Abstract: This paper studies peer effects on student achievement among first graders randomly assigned to classrooms in Tennessee's Project STAR. The analysis uses previously unexploited pre-assignment achievement measures available for 60 percent of students. Data are not missing at random, making identification challenging. The paper develops new ways, given random assignment of individuals to classes, to identify peer effects without imposing other missing-data assumptions. Estimates suggest positive effects of mean peer lagged achievement on average. Allowing heterogeneous effects, evidence suggests lower-achieving students benefit more than higher-achieving students do from increases in peer mean. Further, the bias in a widely used, poorly understood peer-effects estimator is analyzed, implying that caution is warranted in interpreting many peer-effects estimates extant in the literature.

JEL-codes: C2 I21 J13 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-edu, nep-lab and nep-ure
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