Do Small Classes Reduce the Achievement Gap between Low and High Achievers? Evidence from Project STAR

Given that previous findings on the social distribution of the effects of small classes have been mixed and inconclusive, in the present study I attempted to shed light on the mechanism through which small classes affect the achievement of low- and high-achieving students. I used data from a 4-year, large-scale, randomized experiment (project STAR) to examine the effects of small classes on the achievement gap. The sample consisted of nearly 11,000 elementary school students who participated in the experiment from kindergarten to grade 3. Meta-analysis and quantile regression methods were employed to examine the effects of small classes on the achievement gap in mathematics and reading SAT scores. The results consistently indicated that higher-achieving students benefited more from being in small classes in early grades than other students. The findings also indicated that, although all types of students benefited from being in small classes, reductions in class size did not reduce the achievement gap between low and high achievers.

[1]  Frederick Mosteller,et al.  Sustained Inquiry in Education: Lessons from Skill Grouping and Class Size , 1996 .

[2]  Larry V. Hedges,et al.  Do Minorities Experience Larger Lasting Benefits From Small Classes? , 2004 .

[3]  Larry V. Hedges,et al.  The Long-Term Effects of Small Classes: A Five-Year Follow-Up of the Tennessee Class Size Experiment , 1999 .

[4]  Gene V. Glass,et al.  School Class Size: Research and Policy , 1982 .

[5]  R. Koenker,et al.  Regression Quantiles , 2007 .

[6]  Larry V. Hedges,et al.  An Exchange: Part I* : Does Money Matter? A Meta-Analysis of Studies of the Effects of Differential School Inputs on Student Outcomes , 1994 .

[7]  Susan B. Gerber,et al.  The Enduring Effects of Small Classes. , 2001 .

[8]  F. Schmidt Meta-Analysis , 2008 .

[9]  Joshua D. Angrist,et al.  Identification of Causal Effects Using Instrumental Variables , 1993 .

[10]  Eric A. Hanushek,et al.  The Economics of Schooling: Production and Efficiency in Public Schools , 1986 .

[11]  L. Cronbach,et al.  Aptitude and instructional methods , 1977 .

[12]  L. Hedges,et al.  Do the Disadvantaged Benefit More from Small Classes? Evidence from the Tennessee Class Size Experiment , 2000, American Journal of Education.

[13]  L. Hedges,et al.  Are Effects of Small Classes Cumulative? Evidence From a Tennessee Experiment , 2001 .

[14]  Moshe Buchinsky Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research , 1998 .

[15]  J. Finn,et al.  Answers and Questions About Class Size: A Statewide Experiment , 1990 .

[16]  Gene V. Glass,et al.  Meta-Analysis of Research on Class Size and Achievement , 1979 .

[17]  S. Raudenbush,et al.  Heterogeneity of Variance in Experimental Studies: A Challenge to Conventional Interpretations , 1988 .

[18]  B. Bloom The 2 Sigma Problem: The Search for Methods of Group Instruction as Effective as One-to-One Tutoring , 1984 .

[19]  Larry V. Hedges,et al.  The Effects of Class Size: An Examination of Rival Hypotheses , 1983 .

[20]  David H. Monk Toward A Multilevel Perspective on the Allocation of Educational Resources , 1981 .

[21]  S. Raudenbush,et al.  Examining Correlates of Diversity , 1987 .

[22]  Eric A. Hanushek,et al.  The Impact of Differential Expenditures on School Performance , 1989 .

[23]  A. Krueger,et al.  Experimental Estimates of Education Production Functions , 1997 .

[24]  L. Hedges,et al.  How Large Are Teacher Effects? , 2004 .

[25]  David Kaplan,et al.  The Sage handbook of quantitative methodology for the social sciences , 2004 .

[26]  Samuel Bowles,et al.  The Determinants of Scholastic Achievement-An Appraisal of Some Recent Evidence , 1968 .

[27]  J. Gill Hierarchical Linear Models , 2005 .

[28]  Larry V. Hedges,et al.  The Effect of School Resources on Student Achievement , 1996 .

[29]  Larry V. Hedges,et al.  Do Low-Achieving Students Benefit More from Small Classes? Evidence from the Tennessee Class Size Experiment , 2002 .

[30]  Larry V. Hedges,et al.  The Effects of Small Classes on Academic Achievement: The Results of the Tennessee Class Size Experiment , 2000 .