"Amrein-Beardsley (Arizona State Univ.) gives readers a thorough critique of the various analytical measures used to document students’ academic progress over time as such measures are used to assess the value of a teacher and/or school...Summing Up: Recommended. Graduate, research, and professional collections."- A. L. Hsu, State University of New York College at Old Westbury, in CHOICE, January 2015"Rethinking Value-Added Models in Education is the single most comprehensive resource on the uses and abuses of Value-added Measurement (VAM) in U.S. education policy. There is something for everyone in this text: from definitions for those with no background in statistics to thorough discussions of the reining positions and debates between researchers. It therefore serves as a primer on education policy as well as a deep dive into the specifics of VAM." —Education Review