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Bitler, Marianne; Corcoran, Sean P.; Domina, Thurston; Penner, Emily K. – Journal of Research on Educational Effectiveness, 2021
We apply "value-added" models to estimate the effects of teachers on an outcome they cannot plausibly affect: student height. When fitting the relatively simple models that are widely used in educational practice to New York City data, we find the standard deviation of teacher effects on height is nearly as large as that for math and…
Descriptors: High Stakes Tests, Value Added Models, Teacher Influence, Teacher Effectiveness
Marianne Bitler; Sean Corcoran; Thurston Domina; Emily Penner – Annenberg Institute for School Reform at Brown University, 2019
Estimates of teacher "value-added" suggest teachers vary substantially in their ability to promote student learning. Prompted by this finding, many states and school districts have adopted value-added measures as indicators of teacher job performance. In this paper, we conduct a new test of the validity of value-added models. Using…
Descriptors: High Stakes Tests, Value Added Models, Teacher Influence, Teacher Effectiveness
Yuan, Kun – Society for Research on Educational Effectiveness, 2014
Value-added modeling (VAM), one class of statistical models used to estimate individual teacher's or school's contribution to student achievement based on student test score growth between consecutive years, has become increasingly popular in the last decades. Despite the increasing popularity of VAM, many researchers are concerned about the…
Descriptors: Middle School Teachers, Value Added Models, Statistical Analysis, Teacher Influence
Marianne P. Bitler; Sean P. Corcoran; Thurston Domina; Emily K. Penner – Society for Research on Educational Effectiveness, 2014
The growing availability of data linking students to classroom teachers has made it possible to estimate the contribution teachers make to student achievement. While there is a growing consensus that teacher quality is important and current evaluation systems are inadequate, many have expressed concerns over the use of value-added measures (VAMs)…
Descriptors: High Stakes Tests, Value Added Models, Teacher Influence, Teacher Effectiveness
Jackson, C. Kirabo – National Bureau of Economic Research, 2013
Unlike in elementary school, high-school teacher effects may be confounded with both selection to tracks and unobserved track-level treatments. I document sizable confounding track effects, and show that traditional tests for the existence of teacher effects are likely biased. After accounting for these biases, high-school algebra and English…
Descriptors: Teacher Influence, Value Added Models, Mathematics Instruction, Algebra