William Sanders (statistician)
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William L. Sanders (26 April 1942—16 March 2017) was an American statistician, a senior research fellow with the
University of North Carolina at Chapel Hill A university () is an institution of higher (or tertiary) education and research which awards academic degrees in several academic disciplines. Universities typically offer both undergraduate and postgraduate programs. In the United States ...
. He developed the Tennessee Value-Added Assessment System (TVAAS), also known as the Educational Value-Added Assessment System (EVAAS), a method for measuring a teacher's effect on student performance by tracking the progress of students against themselves over the course of their school career with their assignment to various teachers' classes.


Life

Sanders was born in 1942 in
Shelbyville, Tennessee Shelbyville is a city in and the county seat of Bedford County, Tennessee, United States. The town was laid out in 1810 and incorporated in 1819. Shelbyville had a population of 20,335 residents at the 2010 census. The town is a hub of the Tenness ...
and received a bachelor of science degree in animal science (1964) and a doctorate in statistics and quantitative genetics (1968) from the
University of Tennessee The University of Tennessee (officially The University of Tennessee, Knoxville; or UT Knoxville; UTK; or UT) is a public land-grant research university in Knoxville, Tennessee. Founded in 1794, two years before Tennessee became the 16th state, ...
. From 1972 to 2000, Sanders was a statistical consultant for the Institute of Agricultural Research, which is part of the UT system; he also was an adjunct professor in the school's College of Business. Sanders left the university to join the
SAS Institute SAS Institute (or SAS, pronounced "sass") is an American multinational developer of analytics software based in Cary, North Carolina. SAS develops and markets a suite of analytics software ( also called SAS), which helps access, manage, analy ...
. In 2015, Sanders was awarded the
James Bryant Conant Award {{use mdy dates, date=October 2021 The James Bryant Conant Award is a US education award. The most prestigious award made by the Education Commission of the States (ECS), it has been awarded annually since 1977. It was established and named in honou ...
. He died on 16 March 2017 at the age of 74.


Value-added assessment

Sanders's primary contributions, however, were in education. In 1982, Sanders happened upon a newspaper article about attempts by then-Governor
Lamar Alexander Andrew Lamar Alexander Jr. (born July 3, 1940) is a retired American lawyer and politician who served as a United States Senator from Tennessee from 2003 to 2021. A member of the Republican Party, he also was the 45th governor of Tennessee fro ...
to introduce merit pay for teachers, which raised questions as to the qualifications for merit. He sent a letter to the governor explaining a potential method, and while he did not use it, the idea was revived eight years later by
Ned McWherter Ned Ray McWherter (October 15, 1930April 4, 2011) was an American businessman and politician who served as the 46th Governor of Tennessee, from 1987 to 1995. Prior to that, he served as Speaker of the Tennessee House of Representatives from 19 ...
. The system depends on calculating expected versus actual growth trajectories for students as scored on standardized exams; these "value-added" scores fell into a bell curve. Tennessee began using the system in 1993, and it since has been adopted by a number of other
school district A school district is a special-purpose district that operates local public primary and secondary schools in various nations. North America United States In the U.S, most K–12 public schools function as units of local school districts, wh ...
s across the United States. Sanders' approach has been used to support the theory that the quality of teachers is central to educational achievement. The
Pennsylvania Pennsylvania (; ( Pennsylvania Dutch: )), officially the Commonwealth of Pennsylvania, is a state spanning the Mid-Atlantic, Northeastern, Appalachian, and Great Lakes regions of the United States. It borders Delaware to its southeast, ...
and
New Hampshire New Hampshire is a U.S. state, state in the New England region of the northeastern United States. It is bordered by Massachusetts to the south, Vermont to the west, Maine and the Gulf of Maine to the east, and the Canadian province of Quebec t ...
Departments of Education sponsor pilots, and the Iowa School Board Association sponsors his value-added work in that state.
Battelle for Kids Battelle for Kids (BFK) is a national not-for-profit. The organization is headquartered in Columbus, Ohio. About Supported by an initial grant from Battelle Memorial Institute, Battelle for Kids was established in 2001 to improve student achiev ...
provides interpretation and use trainings for the SAS EVAAS services for the participating districts in Ohio. “Using mixed model equations, TVAAS uses the
covariance matrix In probability theory and statistics, a covariance matrix (also known as auto-covariance matrix, dispersion matrix, variance matrix, or variance–covariance matrix) is a square matrix giving the covariance between each pair of elements of ...
from this multivariate, longitudinal data set to evaluate the impact of the educational system on student progress in comparison to national
norm Naturally occurring radioactive materials (NORM) and technologically enhanced naturally occurring radioactive materials (TENORM) consist of materials, usually industrial wastes or by-products enriched with radioactive elements found in the envir ...
s, with data reports at the district, school, and teacher levels." The model focuses on academic gains rather than raw achievement scores.


Criticism

Dr. Ballou, in Lissitz (Ed.), 2005, "Value Added Models in Education: Theory and Applications," analyzed the TVAAS and determined that value added-assessment of teachers are fallible estimates of teacher contribution to student learning, stating that
standard error The standard error (SE) of a statistic (usually an estimate of a parameter) is the standard deviation of its sampling distribution or an estimate of that standard deviation. If the statistic is the sample mean, it is called the standard error ...
s of value-added estimates are large. Author thinks that value added models are merely one useful tool that should be used as one of many assessments in a comprehensive system of evaluation. Researchers from the
RAND Corporation The RAND Corporation (from the phrase "research and development") is an American nonprofit global policy think tank created in 1948 by Douglas Aircraft Company to offer research and analysis to the United States Armed Forces. It is financed ...
studied Dr. Sanders' method and determined that his approach does not satisfactorily account for bias, cautioning that non-educational effects may be attributed by mistake to teachers, with no way of effectively determining the magnitude of the error. Ballou (2002) and Kupermintz (2003) further support this claim, claiming that non-educational factors have a noticeable impact on the evaluation of teachers despite efforts to account for them in the model. The use of merit pay based on VAM has been discredited in articles by Dan Pink and more generally as a business practice in the ''Harvard Business Review''. The accuracy of VAM for evaluating individual teachers has been further discredited by the Economic Policy Institute and by mathematician John Ewing.


See also

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Educational evaluation Educational evaluation is the evaluation process of characterizing and appraising some aspect/s of an educational process. There are two common purposes in educational evaluation which are, at times, in conflict with one another. Educational in ...
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Evaluation Evaluation is a systematic determination and assessment of a subject's merit, worth and significance, using criteria governed by a set of standards. It can assist an organization, program, design, project or any other intervention or initiative ...
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Standardized testing and public policy A standardized test is a test that is administered and scored in a consistent, or "standard", manner. Standardized tests are designed in such a way that the questions and interpretations are consistent and are administered and scored in a predete ...


References

{{DEFAULTSORT:Sanders, Williams 1942 births 2017 deaths University of North Carolina at Chapel Hill fellows People from Knoxville, Tennessee American statisticians