Linganisha mbinu

	Value-Added Teacher Evaluation	Student Growth Percentiles
Nyanja	Education	Education
Familia	Regression model	Regression model
Mwaka wa asili	2004	2009
Mwanzilishi	William Sanders (TVAAS); methodological critique by McCaffrey, Lockwood, Koretz et al.	Damian W. Betebenner
Aina	Statistical estimation of individual teachers' contributions to student achievement growth	Normative growth description via conditional quantile regression
Chanzo asilia	McCaffrey, D. F., Lockwood, J. R., Koretz, D., Louis, T. A., & Hamilton, L. (2004). Models for value-added modeling of teacher effects. Journal of Educational and Behavioral Statistics, 29(1), 67–101.	Betebenner, D. W. (2009). Norm- and criterion-referenced student growth. Educational Measurement: Issues and Practice, 28(4), 42–51.
Majina mbadala	Teacher Value-Added Models, VAM for Teachers, Teacher Effect Estimation, Value-Added Teacher Accountability	SGP, Conditional Status Percentiles, Betebenner Growth Percentiles, Quantile-Regression Growth Model
Zinazohusiana	4	4
Muhtasari	Value-added teacher evaluation uses longitudinal student test scores to estimate how much individual teachers contribute to their students' achievement growth, net of what students brought into the classroom. Statistically it applies value-added and mixed-model machinery — controlling for prior achievement and student characteristics, then treating each teacher's residual contribution as an effect to be estimated. Pioneered in Tennessee's TVAAS and scrutinized in a large methodological and policy literature, it became central, and controversial, in teacher accountability.	Student growth percentiles (SGPs) describe how much a student grew academically relative to peers with similar score histories. Introduced by Damian Betebenner in 2009, the method fits a series of conditional quantile regressions of a current test score on prior scores, then reports each student's growth as the percentile rank they occupy within the distribution of students who had the same starting point. A student at the 70th growth percentile grew faster than 70 percent of academic peers, regardless of their absolute achievement level.