Class Size and Student Achievement

Schooling has multiple purposes. In the long run, higher levels of schooling are associated with higher earnings and economic mobility, better health, lower mortality rates, and greater democratic participation. For these reasons, most societies require children to attend school for a specified number of years or until they reach a certain age. Many of the benefits of schooling occur in part because students learn some new knowledge or skills that enhance their ability to communicate, solve problems, and make decisions. Much of the debate over schooling is essentially about how to maximize the amount of student learning, typically as measured by various assessment instruments such as standardized achievement tests. From a societal viewpoint, since resources—most notably, time—are required for learning, and are scarce, the amount of learning needs to be maximized at least cost. Learning is complex, involving cognitive processes that are not completely understood. Typically, school systems have established a primary mode of learning that involves groups of students of about the same age interacting with a single individual leading activities in a confined physical space, directed toward learning a particular topic—in other words, students are placed in classes. The number of other students in the class can vary. At the extreme, there can be one or more adults facilitating learning—teachers—with one or two students. At the other, a student may be one of a few hundred being taught by a single instructor (or, with new Internet technology, one of millions). The number of students in a class has the potential to affect how much is learned in a number of different ways. For example, it could affect how students interact with each other—the level of social engagement. This may result, for example, in more or less noise and disruptive behavior, which in turn affect the kinds of activities the teacher is able to promote. It could affect how much time the teacher is able to focus on individual students and their specific needs rather than on the group as a whole. Since it is easier to focus on one individual in a smaller group, the smaller the class size, the more likely individual attention can be given, in theory at least. The class size could also affect the teacher’s allocation of time and, hence, effectiveness, in other ways, too—for example, how much material can be covered. Teachers may choose different methods of teaching and assessment when they have smaller classes. For example, they may assign more writing, or provide more feedback on students’ written work, or use open-ended assessments, or encourage more discussions, all activities that may be more feasible with a smaller number of students. Exposure to a particular learning environment may affect learning over the time period of exposure, or it may have longer term or delayed effects (e.g., by increasing self-esteem or cognitive developments that have lasting effects). For these reasons, changes to the class size are considered a potential means of changing how much students learn. Not only is class size potentially one of the key variables in the “production” of learning or knowledge, it is one of the simplest variables for policymakers to manipulate. However, the amount of student learning is dependent on many different factors. Some are related to the classroom and school environment in which the class takes place, but others are related to the student’s own background and motivation and broader community influences. When we ask whether class size matters for achievement, it is essential to ask also, how class size matters. This is important for three reasons. First, if we can observe not only achievement differences, but also the mechanisms through which the differences are produced, this will increase our confidence that the differences are real, and not an artifact of some unmeasured or inadequately controlled condition. Second, the effects of class size may vary in different circumstances, and identifying how class size affects achievement will help us to understand why the effects of class size are variable. Third, the potential benefits of class-size reduction may be greater than what we observe. For example, suppose class-size reductions aid achievement, but only when teachers modify instructional practices to take advantage of the smaller classes. If a few teachers make such modifications, but most do not, then understanding how class size affects achievement in some cases will help reveal its potential effects, even if the potential is generally unrealized.

[1]  Harvey Goldstein,et al.  Class Size and Educational Achievement: a review of methodology with particular reference to study design , 1998 .

[2]  Catherine M. Hombo,et al.  NAEP 1999 Trends in Academic Progress: Three Decades of Student Performance. , 2000 .

[3]  P. Jackson Life in Classrooms , 1968 .

[4]  Glen E. Robinson,et al.  Synthesis of Research on the Effects of Class Size. , 1990 .

[5]  D. Brewer,et al.  Class Size Reduction Policies and Rising Enrollments: Cost Implications Over the Next Decade (Draft Final Report) , 1998 .

[6]  E. Wright,et al.  An Experimental Study of the Effects of Class Size , 1978 .

[7]  Ronald G. Ehrenberg,et al.  Determinants of the Compensation and Mobility of School Superintendents , 1988 .

[8]  J. Betts IS THERE A LINK BETWEEN SCHOOL INPUTS AND EARNINGS? FRESH SCRUTINY OF AN OLD LITERATURE , 1996 .

[9]  E. Hanushek,et al.  Teachers, Schools, and Academic Achievement , 1998 .

[10]  Frank P. Stafford,et al.  Social Returns to Quantity and Quality of Schooling , 1973 .

[11]  David H. Monk,et al.  Subject area preparation of secondary mathematics and science teachers and student achievement , 1994 .

[12]  Jennifer King Rice,et al.  The Impact of Class Size on Instructional Strategies and the Use of Time in High School Mathematics and Science Courses , 1999 .

[13]  Martin N. Olson Ways To Achieve Quality in School Classrooms: Some Definitve Answers. Research Notes. , 1971 .

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

[15]  Ronald G. Ehrenberg,et al.  Do Teachers' Race, Gender, and Ethnicity Matter? Evidence from the National Educational Longitudinal Study of 1988 , 1995 .

[16]  C. Stasz,et al.  Teaching Mathematics and Language Arts in Reduced Size and Non-Reduced Size Classrooms , 2000 .

[17]  Alex Molnar,et al.  Evaluating the SAGE Program: A Pilot Program in Targeted Pupil-Teacher Reduction in Wisconsin , 1999 .

[18]  W. Firestone,et al.  Performance-Based Assessment and Instructional Change: The Effects of Testing in Maine and Maryland , 1998 .

[19]  J. Goodlad A Place Called School , 1984 .

[20]  Martin Nystrand,et al.  An Organizational Analysis of the Effects of Ability Grouping , 1995 .

[21]  Julian R. Betts,et al.  Does School Quality Matter? Evidence from the National Longitudinal Survey of Youth , 1995 .

[22]  Robert Reichardt,et al.  Estimating the Cost of National Class Size Reductions Under Different Policy Alternatives , 1999 .

[23]  F. Mosteller The Tennessee study of class size in the early school grades. , 1995, The Future of children.

[24]  E. Lazear,et al.  Educational Production , 1999 .

[25]  H. J. Otto Class size factors in elementary schools , 1954 .

[26]  J. Bishop The Effect of Curriculum-Based External Exit Exam Systems on Student Achievement , 1998 .

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

[28]  S. Bourke How Smaller Is Better: Some Relationships Between Class Size, Teaching Practices, and Student Achievement , 1986 .

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

[30]  Petra E. Todd,et al.  Does Measured School Quality Really Matter? An Examination of the Earnings-Quality Relationship , 1995 .

[31]  U. Lundgren Review Essay : The School Class as a Social System , 1982 .

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

[33]  L. Hargreaves The Effects of Major Changes in Class Size on Teacher-Pupil Interaction in Elementary School Classes in England: Does Research Merely Confirm the Obvious?. , 1997 .

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

[35]  Ronald F. Ferguson Paying for public education: New evidence on how and why money , 1991 .

[36]  J. M. Johnston Teacher Perceptions of Changes in Teaching When They Have a Small Class or an Aide , 1989 .

[37]  Richard F. Elmore,et al.  Learning From School Restructuring , 1996 .

[38]  G. Burtless,et al.  Does money matter? : the effect of school resources on student achievement and adult success , 1997 .

[39]  J. Betts,et al.  The Behavioral Effects of Variations in Class Size: The Case of Math Teachers , 1999 .

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

[41]  Eric A. Hanushek,et al.  The Evidence on Class Size , 1998 .

[42]  Thomas D. Snyder,et al.  Digest of Education Statistics , 1994 .

[43]  Ronald G. Ehrenberg,et al.  School District Leave Policies, Teacher Absenteeism, and Student Achievement , 1989 .

[44]  A. Beaton Mathematics Achievement in the Primary School Years. IEA's Third International Mathematics and Science Study (TIMSS). , 1996 .

[45]  Anthony S. Bryk,et al.  A Hierarchical Model for Studying School Effects , 1986 .

[46]  Gary W. Ritter,et al.  The Political and Institutional Origins of a Randomized Controlled Trial on Elementary School Class Size: Tennessee's Project STAR , 1999 .

[47]  Robert E. Slavin,et al.  Class Size and Student Achievement: Small Effects of Small Classes , 1989 .

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

[49]  Ronald G. Ehrenberg,et al.  Does class size matter? , 2001, Scientific American.

[50]  Laura M. Argys,et al.  Tracking in the United States: Descriptive statistics from NELS , 1996 .

[51]  G. Bohrnstedt,et al.  Class size reduction in California : early evaluation findings, 1996-1998 , 1999 .

[52]  E. Hanushek,et al.  THE CLASS SIZE POLICY DEBATE , 2000 .

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

[54]  Gene V. Glass,et al.  Meta-analysis of Research on Class Size and Its Relationship to Attitudes and Instruction , 1980 .

[55]  David Card,et al.  Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States , 1990, Journal of Political Economy.

[56]  J. Angrist,et al.  Using Maimonides&Apos; Rule to Estimate the Effect of Class Size on Student Achievement , 1997 .

[57]  D. Grissmer Conclusion: Class Size Effects: Assessing the Evidence, its Policy Implications, and Future Research Agenda , 1999 .

[58]  R. Bosker Boekbespreking van "A.S. Bryk & S.W. Raudenbusch - Hierarchical linear models: Applications and data analysis methods" : Sage Publications, Newbury Parki, London/New Delhi 1992 , 1995 .

[59]  J. D. Williams,et al.  The Challenge of Developing New Educational Indicators , 1995 .

[60]  C. Hoxby The Effects of Class Size and Composition on Student Achievement: New Evidence from Natural Population Variation , 1998 .

[61]  Finis Welch Labor-Market Discrimination: An Interpretation of Income Differences in the Rural South , 1967, Journal of Political Economy.

[62]  S. Kirby,et al.  Student Achievement and the Changing American Family , 1995 .

[63]  Helen F. Ladd,et al.  Holding Schools Accountable: Performance-Based Reform in Education. , 1996 .

[64]  Dan Goldhaber,et al.  Why don't schools and teachers seem to matter? : assessing the impact of unobservables on educational productivity , 1997 .

[65]  Oshua,et al.  USING MAIMONIDES’ RULE TO ESTIMATE THE EFFECT OF CLASS SIZE ON SCHOLASTIC ACHIEVEMENT* , 2003 .

[66]  Ronald G. Ehrenberg,et al.  Did Teachers' Verbal Ability and Race Matter in the 1960s? "Coleman" Revisited. RAND Reprints. , 1995 .

[67]  Leonard S. Cahen Class size and instruction , 1984 .

[68]  Stephen Raudenbush,et al.  A longitudinal hierarchical linear models for estimating school e?ects and their stability , 1989 .

[69]  Laura M. Argys,et al.  Detracking America's schools: Equity at zero cost? , 1996 .

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

[71]  F. E. Ellis,et al.  Schoolteacher , 1975 .

[72]  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 .

[73]  I. Scheffler,et al.  The nature of teaching : schools and the work of teachers , 1970 .

[74]  Dwight H. Lindbloom Class Size as It Affects Instructional Procedures and Educational Outcomes. , 1970 .

[75]  Philip Selznick Leadership in administration , 1957 .

[76]  Susan Johnson Teachers at Work , 1990 .

[77]  Harris Cooper,et al.  Does Reducing Student-to-Instructor Ratios Affect Achievement? , 1989 .

[78]  R. Barr,et al.  Influence of Basal Programs on Fourth-Grade Reading Instruction. , 1989 .

[79]  Rebecca Barr,et al.  How Schools Work , 1991 .

[80]  Glen G. Cain,et al.  Problems in Making Policy Inferences from the Coleman Report , 1970 .

[81]  C. Hoxby The Effects of Class Size on Student Achievement: New Evidence from Population Variation , 2000 .

[82]  Margaret McCain,et al.  Reversing the Real Brain Drain: Early Years Study: Final Report , 2000 .

[83]  Carolyn M. Evertson,et al.  Teaching Practices and Class Size: A New Look at an Old Issue. , 1989 .

[84]  George W. Bohrnstedt,et al.  Class Size Reduction in California: The 1998-99 Evaluation Findings , 2000 .

[85]  Glen E. Robinson,et al.  Class Size Research: A Related Cluster Analysis for Decision Making. ERS Research Brief. , 1986 .

[86]  C. Achilles Let's Put Kids First, Finally: Getting Class Size Right , 1999 .

[87]  Ronald G. Ehrenberg,et al.  Choices and consequences : contemporary policy issues in education , 1996 .

[88]  R. Strauss,et al.  Some new evidence on teacher and student competencies , 1986 .

[89]  M. Galton,et al.  The effects of changes in class size on teacher–pupil interaction , 1998 .

[90]  John W. Meyer,et al.  Institutionalized Organizations: Formal Structure as Myth and Ceremony , 1977, American Journal of Sociology.

[91]  Eric A. Hanushek,et al.  Some Findings From an Independent Investigation of the Tennessee STAR Experiment and From Other Investigations of Class Size Effects , 1999 .

[92]  P. Cappelli The Cost of Talent , 1993 .

[93]  Larry V. Hedges,et al.  Have times changed?: The relation between school resources and student performance , 1996 .

[94]  California,et al.  CLASS SIZE REDUCTION IN CALIFORNIA 1996-98 Early Findings Signal Promise and Concerns , 1999 .

[95]  Stephen W. Raudenbush,et al.  The Estimation of School Effects , 1995 .

[96]  Jeremy D. Finn,et al.  Tennessee's Class Size Study: Findings, Implications, Misconceptions , 1999 .

[97]  Dan Goldhaber,et al.  Do teachers' race, gender, and ethnicity matter? Evidence from the NELS , 1995 .

[98]  Rebecca Barr,et al.  How Children Are Taught to Read: Grouping and Pacing , 1975, The School Review.

[99]  Ann S. Epstein,et al.  Effects of the Perry Preschool Program on Youths Through Age 19 , 1984 .

[100]  Eric A. Hanushek,et al.  Assessing the Effects of School Resources on Student Performance: An Update , 1997 .

[101]  J. Finn,et al.  Carry‐over effects of small classes , 1989 .

[102]  M. Podgursky,et al.  Teacher Pay and Teacher Quality. , 1998 .

[103]  Ingram Olkin,et al.  Estimation of a Single Effect Size: Parametric and Nonparametric Methods , 1985 .

[104]  Eric A. Hanushek,et al.  Understanding the Twentieth-Century Growth in U.S. School Spending , 1997 .

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

[106]  David W. Grissmer,et al.  Class Size Effects: Assessing the Evidence, Its Policy Implications, and Future Research Agenda. Conclusion. , 1999 .