The ability of teachers to raise student academic achievement varies but the reasons are not always clear. Differences among teachers account for an important portion of the achievement differences among students. Teacher effects exist, they are measur able and significant, and they have a cumulative impact on student performance. The differences between teachers can be quantified as “teacher effects” using value-added models. Value-added models attempt to measure how much value a teacher, or school, has added to a student's learning. The models provide a statistical estimate of teacher or school effectiveness by decomposing the variance in student test scores into portions that are explained by students and portions that are assumed to be related to the current teacher and school.
Teacher effects are based on test scores. They are the variance that remains unexplained after a number of sources of variability over which a teacher and school have no control have been taken into account (ex. student characteristics and background). These variations in student achievement gains (residuals) are interpreted to be a measure of teacher effectiveness. Differences between teachers are the varia tion in adjusted student achievement gains between classrooms.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Alexander, C., & Fuller, E. (2005, April). Effects of teacher qualifications on student mathematics achievement in middle school mathematics in Texas. Paper presented at the American Educational Research Asso ciation Annual Meeting, Montreal, Canada.
Alexander, K. L., Entwisle, D. R., & Dauber, S. L. (1996). Children in motion: School transfers and elementary school performance. Journal of Educational Research, 90(1), 3–12.
Amrein, A. L., & Berliner, D. C. (2002). “High-stakes testing, uncertainty, and student learning.” Education Policy Analysis Archives, 10(18), 1–70.
Aaronson, D., Barrow, L., & Sander, W. (2007). Teachers and student achievement in the Chicago public high schools. Journal of Labor Economics, 25, 95–135.
Babu, S., & Mendro, R. (2003, April). Teacher accountability: HLM-based teacher effectiveness indices in the investigation of teacher effects on student achievement. Paper presented at the AERA Annual Conference, Chicago, IL.
Ballou, D., Sanders, W., & Wright, P. (2004). Controlling for student background in value-added assess ment of teachers [Special Issue]. Journal of Educational and Behavioral Statistics, 29(1), 37–66.
Bauer, S. (2000). Should achievement tests be used to judge school quality. Education Policy Analysis Archives, 8(46) Retreived from: http://epaa.asu.edu/epaa/v8n46/
Braun, H. (2005). Using student progress to evaluate teachers: A primer on value- added models. Edu cational Testing Service — Policy Information Center. Retrieved from http://www.cgp.upenn.edu/ ope_techreports.html
Campbell, R. J., Kyriakides, L., Muijs, R. D., & Robinson, W. (2003). Differential teacher effectiveness: Towards a model for research and teacher appraisal. Oxford Review of Education, 29(3), 347–362.
Cizek, G. (2001) More unintended consequences of high stakes testing. Educational Measurement: Issues and Practice. Winter.
Clotfelter, C. T., Ladd, H. F., & Vigdor, J. L. (2006, Fall). Teacher student matching and the assessment of teacher effectiveness. Journal of Human Resources, XLI(4), 778–820.
Coleman, J. S., Campbell, E. Q., Hobson, C. J., McPartland, J., Mood, A. M., Weinfeld, F. D., et al. (1966). Equality of Educational Opportunity (Coleman) Study EEOS, 1966. Washington, DC: US Department of Health, Education, and Welfare Printing Office.
Daley, Glen. (2007, March) Value-Added and Standards Based: Reconciling Policy Goals and Data Con straints in Test Based Teacher Assessments. Unpublished conference paper,Chicago, AERA.
Darling-Hammond, L. (2000, January 1). Teacher quality and student achievement: A review of state policy evidence. Education Policy Analysis Archives 8(1). Retrieved March 4, 2005, from http://epaa. asu.edu/epaa/v8n1/
Dee, T. S. (2005, May). A teacher like me: Does race, ethnicity, or gender matter? American Economic Review, 95, 158–165.
Doran, H. C. (2004, June 8). “Value-added models and adequate Yearly progress: Combining growth and adequacy in a standards-based environment.” Council of Chief State School Officers Annual Large-Scale Assessment Conference, Boston, MA. Retrieved from http://www.cgp.upenn.edu/ope_techre-ports.html
Doran, H. and Izumi, L.(2004).Putting education to the test: A value-added model for California. Retrieved from: http://www.pacificresearch.org
Dworkin, A. G. (1987). Teacher Burnout in School. Albany, NY: State University of New York Press.
Dworkin, A. G. (2007, May). School accountability and the standards-based reform movement: Some unintended consequences of education policies. Paper presented at the International Sociological Association, New Directions in Sociology of Education in/for the 21st Century, Nicosia, Cyprus.
Dworkin, A. G., & Lorence, J. (2007). Non-promotional school change and the achievement of Texas students: Possible public school choice outcomes under No Child Left Behind. In A. R. Sadovnik, J. O'Day, G. Bohrnstedt, & K. Borman (Eds.), No Child Left Behind and the reduction of the achieve ment gap: Sociological perspectives on Federal Education Policy (pp. 243–266). London: Routledge.
Dworkin, A. G., Toenjes, L. A., & Lorence, J. (1998). “Evaluation of Academic Performance in the Houston Independent School District, Vols. I and II.” Houston: Center for Houston's Future.
Ferguson, R. F. (1998). Teacher perceptions and expectations and the black-white test score gap. In C. Jencks & M. Phillips (Eds.), The Black-White test score gap. Washington, DC: Brookings Institution.
Goldhaber, D., & Anthony, E. (2007). Can teacher quality be effectively assessed? National board certifi cation as a signal of effective teaching. Review of Economics and Statistics, 89(1), 134–150.
Goldhaber, D., & Brewer, D. (1997). Why don't schools and teachers seem to matter? Assessing the impact of unobservables on educational productivity. Journal of Human Resources, 32(3), 505–523.
Goldhaber, D., & Brewer, D. (2000). Does teacher certification matter? High school certification status and student achievement. Educational Evaluation and Policy Analysis, 22, 129–145.
Gordon, R., Kane, T. J., & Staiger, D. (2006). Identifying effective teachers using performance on the job (Policy brief 2006–01). The Hamilton Project. Retrieved from http://www3.brookings.edu/views/ papers/200604hamilton_1_pb.pdf
Greenwald, R., Hedges, L. and Laine. R, (1996, Fall) The effect of school resources on achievement. Review of Educational Research.
Hamilton, L.S., Stecher, B.M., & Klein, S.P. (Eds.). (2002). Making sense of test-based accountability in education. Santa Monica, California: RAND.
Hanushek, E. A. (1971). Teacher Characteristics and gains in student achievement estimation using micro data. American Economics Review. 61(2), 280–288.
Hanushek, E. A. (1997, Summer). Assessing the effects of school resources on student performance: An update. Educational Evaluation and Policy Analysis 19(2), 141–164.
Hanushek, E. A. (2005). The market for teacher quality (NBER Working Paper No. 11154). Cambridge, MA: NBER.
Hanushek, E., Kain, J. & Rivikin, S. (1998). Hyperlink http://www.cgp.upenn.edu/pdf/Hanushek_NBER.pdf Teachers, Schools, and academic achievement. Cambridge, MA: NBER working paper, No.w6691.
Hanushek, E., Rivkin, S., Taylor, L. (1996, Nov.). The Review of Economics and Statistics, 78(4), p. 611–627.
Hill, H. (2007). Mathematics knowledge of middle school teachers: Implications for the No Child Left Behind policy initiative. Educational Evaluation and Policy Analysis, 29(2), 95–114.
Hong, G., & Raudenbush, S. W. (2006). Evaluating kindergarten retention policy: A case study of causal inference for multi-level observational data. Journal of the American Statistical Association, 101(475), 901–910.
Hurn, C. (1985). The Limits and Possibilities of Schooling. 2nd ed. Boston, MA, Allyn & Bacon.
Jacob, Brian A., and Steven D. Leavitt (2003). “Rotten Apples: An Investigation of the Prevalence and Predictors of Teacher Cheating.” Quarterly Journal of Economics, 118(3) 843–877.
Jencks, C. (1972). Inequality: A reassessment of the effect of family and schooling in America. New York: Basic Books.
Kane, T. J., & Staiger, D.O. (2002). Volatility in school test scores: Implications for test based accountability systems. In D. Ravitch (Ed.), Brookings Papers on Education Policy 2002. (pp. 235–283). Washington, D.C.: Brookings Institution
Kane, T. J., Rockoff, J. E., & Staiger, D. O. (2006). What does certification tell us about teacher effectiveness? Evidence from New York City (Working Paper No. 12155). Washington DC: National Bureau of Economic Research. Retrieved from http://www.nber.org/papers/w12155.
Kennedy, M. M. (1999). Approximations to Indicators of Student Outcomes, Educational Evaluation and Policy Analysis, 21, (4), 345–363.
Kerbro, D. (1996). Patterns of urban student mobility and local school reform. Center for Research on the Education at Students placed At Risk (CRESPAR) Retrived from: http://www.csos.jhu.edu/crespar/ techReports/Report5.pdf
Koretz, D. M. (2002). Limitations in the use of achievement tests as measures of educators' Productivity. Journal of Human Resources, 37(4), 752–777.
Lasley, T. J., Siedentrop, D., & Yinger, R. (2006). A systematic approach to enhancing teacher quality: The Ohio model. Journal of Teacher Education, 57, 13–21.
Lee, V., & Bryk, A. (1989). A Multilevel model of the social distribution of high school achievement. Sociology of Education, 62, July, 172–192.
Le. V., Stecher, B., Lockwood, J., Hamilton, L., Robyn, A., Williams, V., et al. (2006) Improving mathemat ics and science education: a longitudinal investigation of the relationship between reform-oriented instruction and student achievement. Santa Monica, CA: RAND.
Lorence, J., & Dworkin, G. (1999, August). The effectiveness of elementary school teachers on urban stu dent academic achievement. Paper presented at the 94th Annual Meeting of the American Sociological Association, Chicago, IL.
McCaffrey, D. F., Lockwood, J. R., Koretz, D., Louis, T. A., & Hamilton, L. S. (2004). Evaluating value-added models for teacher accountability. Santa Monica, CA: RAND.
Monk, D. (1994). Subject area preparation of secondary mathematics and science teachers and student achievement. Economics of Education Review, 12, 125–145.
Murnane, R. (1975). Impact of school resources on learning of inner city school children. Cambridge, MA: Balinger.
Nye, B., Konstantinopoulos, S., & Hedges, L. (2004). How large are teacher effects? Educational Evalu ation and Policy Analysis, 26(3), 237–257.
Pedhazer, E. (1982). Multiple regression in behavioral research: Explanation and prediction (2nd ed.). New York: Holt, Rinehart, and Winston.
Rivkin, G., Hanushek, E. A., & Kain, J. F. (2005). Teachers, schools, and academic achievement. Econo-metrica, 73(2), 417–458.
Rowan, B., Correnti, R., & Miller, R. (2002). What large-scale survey research tells us about teacher effects on student achievement: Insights from the prospects study of elementary schools. Teachers College Record, 104, 1525–1567.
Rubin, D. B., Stuart, E. A., & Zanutto, E. L. (2004). “A potential outcomes view of value-added assessment in education” [Special Issue]. Journal of Educational and Behavioral Statistics, 29(1), 103–116.
Rumberger, R. W. (2003). Causes and consequences of school mobility. Journal of Negro Education, 72, 6–21.
Sanders, W. L. (2000). “Value-added assessment from student achievement data: Opportunities and hur dles.” Journal of Personnel Evaluation in Education, 14(4), 329–339.
Sanders, W. L., Ashton, J. J., & Wright, S. P. (2005). Comparison of the effects of NBPTS certified teachers with other teachers on the rate of student academic progress. Funded by US Department of Education. Retrieved from http://www.nbpts.org/UserFiles/File/SAS_final_report_Sanders.pdf
Sanders, William and Horn, Sandra (1998). Research Findings from the Tennessee Value-Added Assess ment System (TVAAS) Database: Implications for Educational Evaluation and Research. Journal of Personnel Evaluation in Education. 12(3), 247–256.
Sanders, W., & Rivers, J. (1996, November). “Research progress report: Cumulative and residual effects of teachers on future student academic achievement: Tennessee Value-Added Assessment System.” Uni versity of Tennessee Value-Added Research and Assessment Center. Retrieved April 23, 2007, from http://www.cgp.upenn.edu/ope_techreports.html
Scheerens, J., & Bosker, R. J. (1997). The foundations of educational effectiveness. New York: Pergamon.
Schrag, P. (2000, January 3). Too good to be true. The American Prospect [On-line]. Available: http:// www.prospect.org/archives/V11-4/schrag-p.html
Summers, A., & Wolfe, B. (1977, Sept.) Do Schools make a difference, American Economic Review, 67, 639–652.
Tobe, P. F. (2008). An investigation of the differential impact of teaching characteristics and attitudes on student mathematics achievement using a value-added approach. Doctoral dissertation, University of Houston, TX.
Wayne, A. J., & Youngs, P. (2003). Teacher characteristics and student achievement gains: A review. Review of Educational Research, 73(1), 89–122.
Webster, W. (2005). The Dallas school level accountability model: The marriage of status and value-added approaches. In R. W. Lissitz (Ed.), Value-added models in education: Theory and applications (pp. 233–268). Maple Grove, MN: JAM Press.
Webster, W., & Mendro, R. (1997). The Dallas value-added accountability system. In J. Millman (Ed.), Grading teachers, grading schools: Is student achievement a valid evaluation measure? (pp. 81–99). Thousand Oaks, CA: Corwin Press.
Weiher, G. R. (1991). The fractured metropolis: Political fragmentation and metropolitan segregation. Albany, NY: SUNY Press.
Yen, W. M., Lall, V., & Monfils, L. (2007, April). Evaluating academic progress without a vertical scale. Educational Testing Service Paper presented at the annual meeting of the National Council on Measurement in Education, Chicago, IL.
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer Science+Business Media, LLC
About this chapter
Cite this chapter
Tobe, P.F. (2009). Value-Added Models of Teacher Effects. In: Saha, L.J., Dworkin, A.G. (eds) International Handbook of Research on Teachers and Teaching. Springer International Handbooks of Education, vol 21. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-73317-3_73
Download citation
DOI: https://doi.org/10.1007/978-0-387-73317-3_73
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-73316-6
Online ISBN: 978-0-387-73317-3
eBook Packages: Humanities, Social Sciences and LawEducation (R0)