Modeling Class Size Effects Across the Achievement Distribution

Authors

  • Spyros Konstantopoulos Michigan State University
  • Wei Li Michigan State University

https://doi.org/10.4471/rise.2012.01

Keywords:


Downloads

Abstract

Previous findings from Project STAR have highlighted the benefits of being in small classes in early grades on average. Here, we examined the differential “value-added” effects of small classes across the achievement distribution. We find that once previous grade achievement and small class membership are controlled for, small class effects are by and large insignificant. Although high-achievers benefited more from small classes in third grade reading, overall, the differential small class effects were not systematic. Findings from longitudinal analyses failed to show that being in small classes for two or more years is as beneficial as being in small classes for only one year. Although the cumulative small class effects are positive, significant, and meaningful in magnitude, they do not indicate which grade (or grades) are the most important.

Downloads

Download data is not yet available.

Author Biography

Spyros Konstantopoulos, Michigan State University

Spyros Konstantopoulos is associate professor and program coordinator of measurement and quantitative methods in the department of counseling educational psyhcology and special education at the College of Education at Michigan State University.

References

Angrist, J. D., & Lavy, V. (1999). Using Maimonides’ Rule to Estimate the Effect Of Class Size On Scholastic Achievement. Quarterly Journal of Economics, 114, 533–575.

Google Scholar Crossref

Angrist, J., Imbens, G. W., & Rubin, D. B. (1996). Identification of causal effects using instrumental variables. Journal of the American Statistical Association, 91, 444-472.

Google Scholar Crossref

Buchinsky, M. (1998). Recent advances in quantile regression models: A practical guideline for empirical research. Journal of Human Resources, 33, 89-126.

Google Scholar Crossref

Finn, J D., & Achilles, C. M. (1990). Answers and questions about class size: A statewide

Google Scholar Crossref

experiment. American Educational Research Journal, 27, 557-577.

Google Scholar Crossref

Finn, J D., Gerber, S. B., Achilles, C. M., & Boyd-Zaharias, J. (2001). The enduring effects of

Google Scholar Crossref

small classes. Teachers College Record, 103, 145-183.

Google Scholar Crossref

Glass, G. V., Cahen, L.S., Smith, M. E., & Filby, N. N. (1982). School class size: Research and

Google Scholar Crossref

policy. Beverly Hills, CA: Sage.

Google Scholar Crossref

Glass, G. V., & Smith, M. E. (1979). Meta-analysis of research on class size and achievement.

Google Scholar Crossref

Educational Evaluation and Policy Analysis, 1, 2-16.

Google Scholar Crossref

Greenwald, R., Hedges, L. V., & Laine, R. D. (1996). The effects of school resources on student

Google Scholar Crossref

achievement, Review of Educational Research, 66, 361-396.

Google Scholar Crossref

Hanushek, E. A. (1989). The impact of differential expenditures on school performance.

Google Scholar Crossref

Educational Researcher, 18, 45-51.

Google Scholar Crossref

Hanushek, E. A. (1999). Some findings from an independent investigation of the Tennessee

Google Scholar Crossref

STAR experiment and from other investigations of class size effects. Educational

Google Scholar Crossref

Evaluation and Policy Analysis, 21, 143-163.

Google Scholar Crossref

Hao, L., & Naiman, D. Q. (2007). Quantile Regression. Thousand Oakes, CA: Sage.

Google Scholar Crossref

Hoxby, C. M. (2000). The effects of class size on student achievement: New evidence from

Google Scholar Crossref

population variation. Quarterly Journal of Economics, 115, 1239-1285.

Google Scholar Crossref

Koenker, R., & Bassett, G. (1978). Regression quantiles. Econometrica, 46, 33-50.

Google Scholar Crossref

Konstantopoulos, S. (2008). Do small classes reduce the achievement gap between low and high

Google Scholar Crossref

achievers? Evidence from Project STAR. Elementary School Journal, 108, 275-291.

Google Scholar Crossref

Konstantopoulos S, & Chung, V. (2009). What are the long-term effects of small classes on the

Google Scholar Crossref

achievement gap? Evidence from the Lasting Benefits Study. American Journal of

Google Scholar Crossref

Education, 116, 125-154.

Google Scholar Crossref

Konstantopoulos, S. (2011). How consistent are class size effects? Evaluation Review, 35,

Google Scholar Crossref

-92.

Google Scholar Crossref

Krueger, A. B. (1999). Experimental estimates of education production functions.

Google Scholar Crossref

Quarterly Journal of Economics, 114, 497-532.

Google Scholar Crossref

Milesi, C., & Gamoran, A.(2006). Effects of Class Size and Instruction on Kindergarten Achievement. Educational Evaluation and Policy Analysis, 28, 287–313.

Google Scholar Crossref

Nye, B., Hedges, L.V., & Konstantopoulos, S. (2000a). Effects of small classes on academic

Google Scholar Crossref

achievement: The results of the Tennessee class size experiment. American Educational

Google Scholar Crossref

Research Journal, 37, 123-151.

Google Scholar Crossref

Nye, B., Hedges, L.V., & Konstantopoulos, S. (2000b). Do the disadvantaged benefit from the

Google Scholar Crossref

small classes? Evidence from the Tennessee class size experiment. American Journal of

Google Scholar Crossref

Education, 109, 1-26.

Google Scholar Crossref

Nye, B., Hedges, L.V., & Konstantopoulos, S. (2002). Do low achieving students benefit more

Google Scholar Crossref

from small classes? Evidence from the Tennessee class size experiment. Educational

Google Scholar Crossref

Evaluation and Policy Analysis, 24, 201-217.

Google Scholar Crossref

Nye, B., Hedges, L.V., & Konstantopoulos, S. (2004). Do minorities experience larger lasting

Google Scholar Crossref

benefits from small classes? Evidence from a five-year follow-up of theTennessee class

Google Scholar Crossref

size experiment. Journal of Educational Research, 98, 94-100.

Google Scholar Crossref

Pong, S., & Pallas, A. (2001). Class Size and Eighth-Grade Math Achievement in The United States and Abroad. Educational Evaluation and Policy Analysis, 23, 251–273.

Google Scholar Crossref

Downloads

Published

2012-02-25

Almetric

Dimensions

How to Cite

Konstantopoulos, S., & Li, W. (2012). Modeling Class Size Effects Across the Achievement Distribution. International Journal of Sociology of Education, 1(1), 5–26. https://doi.org/10.4471/rise.2012.01

Issue

Section

Articles