|Benefit-Cost Summary Statistics Per Participant|
|Taxpayers||$351||Benefits minus costs||$877|
|Participants||$604||Benefit to cost ratio||$5.10|
|Others||$208||Chance the program will produce|
|Indirect||($73)||benefits greater than the costs||84 %|
|Net program cost||($214)|
|Benefits minus cost||$877|
|Detailed Monetary Benefit Estimates Per Participant|
|Benefits from changes to:1||Benefits to:|
|Labor market earnings associated with test scores||$283||$622||$275||$0||$1,180|
|Health care associated with educational attainment||$66||($18)||($72)||$33||$9|
|Adjustment for deadweight cost of program||$0||$0||$0||($107)||($107)|
|Detailed Annual Cost Estimates Per Participant|
|Annual cost||Year dollars||Summary|
|Program costs||$198||2011||Present value of net program costs (in 2017 dollars)||($214)|
|Comparison costs||$0||2011||Cost range (+ or -)||10 %|
|Estimated Cumulative Net Benefits Over Time (Non-Discounted Dollars)|
|The graph above illustrates the estimated cumulative net benefits per-participant for the first fifty years beyond the initial investment in the program. We present these cash flows in non-discounted dollars to simplify the “break-even” point from a budgeting perspective. If the dollars are negative (bars below $0 line), the cumulative benefits do not outweigh the cost of the program up to that point in time. The program breaks even when the dollars reach $0. At this point, the total benefits to participants, taxpayers, and others, are equal to the cost of the program. If the dollars are above $0, the benefits of the program exceed the initial investment.|
|Meta-Analysis of Program Effects|
|Outcomes measured||Treatment age||No. of effect sizes||Treatment N||Adjusted effect sizes(ES) and standard errors(SE) used in the benefit - cost analysis||Unadjusted effect size (random effects model)|
|First time ES is estimated||Second time ES is estimated|
|High school graduation||6||77||1000||0.008||0.004||6||0.008||0.004||18||0.008||0.163|
Akerhielm, K. (1995). Does class size matter?. Economics of Education Review, 14(3), 229-241.
Altinok, N., & Kingdon, G. (2012). New evidence on class size effects: A pupil fixed effects approach. Oxford Bulletin of Economics and Statistics, 74(2), 203-234.
Angrist, J. D., & Lavy, V. (1999). Using Maimonides' Rule to estimate the effect of class size on scholastic achievement. The Quarterly Journal of Economics, 114(2), 533-575.
Blatchford, P., Martin, C., Moriarty, V., Bassett, P., & Goldstein, H. (2002). Pupil adult ratio differences and educational progress over reception and Key Stage 1 (Research Report No. 335). London: Department for Education and Skills.
Bonesrønning, H. (2003). Class size effects on student achievement in Norway: Patterns and explanations. Southern Economic Journal, 69(4), 952-965.
Bressoux, P., Kramarz, F., & Prost, C. (2008). Teachers' training, class size and students' outcomes: Learning from administrative forecasting mistakes [IZA Working paper]. Bonn: Institute for the Study of Labor.
Browning, M., & Heinesen, E. (2007). Class size, teacher hours and educational attainment. The Scandinavian Journal of Economics, 109(2), 415-438.
Buddin, R., & Zamarro, G. (2009). Teacher qualifications and student achievement in urban elementary schools. Journal of Urban Economics. 66(2), 103-115.
Burke, M. & Sass, T. (2011). Classroom peer effects and student achievement. Boston, MA: Federal Reserve Bank of Boston.
Chetty, R., Friedman, N., Hilger, N., Saez, E., Schanzenbach, D., & Yagan, D. (2010). How does your kindergarten classroom affect your earnings? Evidence from Project STAR.
Cho, H., Glewwe, P., & Whitler, M. (2012). Do reductions in class size raise students' test scores? Evidence from population variation in Minnesota's elementary schools. Economics of Education Review, 31(3), 77-95.
Clotfelter, C.T., Ladd, H.F., & Vigdor, J.L. (2010). Teacher credentials and student achievement in high school: A cross-subject analysis with student fixed effects. Journal of Human Resource, 45(3), 655-681.
Clotfelter, C.T., Ladd, H.F., & Vigdor, J.L. (2006). Teacher-student matching and the assessment of teacher effectiveness. The Journal of Human Resources, 41(4), 778-820.
Croninger, R.G., Rice, J.K., Rathbun, A., & Nishio, M. (2007). Teacher qualifications and early learning: Effects of certification, degree, and experience on first-grade student achievement. Economics of Education Review, 26(3), 312-324.
Dearden, L., Ferri, J., & Meghir, C. (2002). The effect of school quality on educational attainment and wages. The Review of Economics and Statistics, 84(1), 1-20.
Dee, T.S., & West, M.R. (2011). The non-cognitive returns to class size. Educational Evaluation and Policy Analysis, 33(1), 23-46.
Dobbelsteen, S., Levin, J., & Oosterbeek, H. (2002). The causal effect of class size on scholastic achievement: Distinguishing the pure class size effect from the effect of changes in class composition. Oxford Bulletin of Economics and Statistics, 64(1), 17-38.
Eberts, R.W., & Stone, J.A. (1987). Teacher unions and the productivity of public schools. Industrial and Labor Relations Review, 40(3), 354-363.
Ecalle, J., Magnan, A., & Gibert, F. (2006). Class size effects on literacy skills and literacy interest in first grade: A large-scale investigation. Journal of School Psychology, 44(3), 191-209.
Feinstein, L., & Symons, J. (1999). Attainment in secondary school. Oxford Economic Papers, 51(2), 300-321.
Ferguson, R.F., & Ladd, H.F. (1996). How and why money matters: An analysis of Alabama schools. In H. F. Ladd (Ed.), Holding schools accountable: Performance based reform in education (pp. 265–298). Washington, DC: Brookings Institution.
Fredricksson, P., & Öckert, B. (2008). Resources and student achievement – Evidence from a Swedish policy reform. The Scandinavian Journal of Economics, 110(2), 277-296.
Fredriksson, P., O ckert, B., & Oosterbeek, H. (2012). Long-term effects of class size. Uppsala: IFAU.
Fuchs, T., & Wößmann, L. (2007). What accounts for international differences in student performance? A re-examination using PISA data. Empirical Economics, 32(2), 433-464.
Goldhaber, D.D., & Brewer, D.J. (1997). Why don't schools and teachers seem to matter? Assessing the impact of unobservables on educational productivity. The Journal of Human Resources, 32(3), 505-523.
Grissmer, D.W., & Flanagan, A. (2006). Improving the achievement of Tennessee students: Analysis of the National Assessment of Education Progress. Santa Monica, CA: RAND.
Hægeland, T., Raaum, O., & Salvanes, K. G. (2005). Pupil achievement, school resources and family background (IZA Discussion Paper No. 1459). Bonn, Germany: Institute for the Study of Labor.
Harris, D.N., & Sass, T.R. (2011). Teacher training, teacher quality and student achievement. Journal of Public Economics, 95(7- 8), 798-812.
Hoxby, C.M. (2000). The effects of class size on student achievement: New evidence from population variation. The Quarterly Journal of Economics, 115(4), 1239-1285.
Iacovou, M. (2002). Class size in the early years: Is smaller really better? Education Economics, 10(3), 261-290.
Jakubowski, M., & Sakowski, P. (2006). Quasi-experimental estimates of class size effect in primary schools in Poland (Working Paper?). Poland: Warsaw University, Faculty of Economics.
Jepsen, C., & Rivkin, S. (2002). Class size reduction, teacher quality, and academic achievement in California public elementary schools. San Francisco: Public Policy Institute of California.
Krieg, J.M. (2006). Teacher quality and attrition. Economics of Education Review, 25(1), 13-27.
Krueger, A.B. (1999). Experimental estimates of education production functions. The Quarterly Journal of Economics, 114(2), 497-532.
Lee, J.-W., & Barro, R.J. (2001). Schooling quality in a cross-section of countries. Economica, 68, 465-488.
Lee, J., & Reeves, T. (2012). Revisiting the impact of NCLB high-stakes school accountability, capacity, and resources: State NAEP 1990-2009 reading and math achievement gaps and trends. Educational Evaluation and Policy Analysis, 34(2), 209-231.
Li, M. (2007). Bayesian proportional hazard analysis of the timing of high school dropout decisions. Econometric Reviews, 26(5), 529-556.
Long, M. C. (2006). Secondary school characteristics and early adult outcomes (Working Paper No. 2006-06). Seattle: University of Washington, Daniel J. Evans School of Public Affairs.
Milesi, C., & Gamoran, A. (2006). Effects of class size and instruction on kindergarten achievement. Educational Evaluation and Policy Analysis, 28(4), 287-313.
Molnar, A., Smith, P., Zahorik, J., Palmer, A., Halbach, A., & Ehrle, K. (1999). Evaluating the SAGE program: A pilot program in targeted pupil-teacher reduction in Wisconsin. Educational Evaluation and Policy Analysis, 21(2), 165-177.
NICHD Early Child Care Research Network. (2004). Does class size in first grade relate to children's academic and social performance or observed classroom processes?. Developmental Psychology, 40(5), 651-664.
Pirog, M.A., & Magee, C. (1997). High school completion: The influence of schools, families, and adolescent parenting. Social Science Quarterly, 78(3), 710-724.
Pong, S.-i., & Pallas, A. (2001). Class size and eighth-grade math achievement in the United States and abroad. Educational Evaluation and Policy Analysis, 23(3), 251-273.
Ready, D.D., & Lee, V.E. (2006). Optimal context size in elementary schools: Disentangling the effects of class size and school size. In T. Loveless & F. M. Hess (Eds.), Brookings papers on education policy, 2006/2007 (pp. 99-135). Washington, DC: Brookings Institution.
Rivkin, S. G., Hanushek, E. A., & Kain, J. F. (2005). Teachers, schools, and academic achievement. Econometrica, 73(2), 417-458.
Rumberger, R. W., & Thomas, S. L. (2000). The distribution of dropout and turnover rates among urban and suburban high schools. Sociology of Education, 73(1), 39-67.
Steele, F., Vignoles, A., & Jenkins, A. (2007). The effect of school resources on pupil attainment: A multilevel simultaneous equation modelling approach.Journal of the Royal Statistical Society: Series A (Statistics in Society), 170(3), 801-824.
Todd, P.E., & Wolpin, K.I. (2007). The production of cognitive achievement in children: Home, school and racial test score gaps. Journal of Human Capital, 1(1), 91-136.
Urquiola, M. (2006). Identifying class size effects in developing countries: Evidence from rural Bolivia. The Review of Economics and Statistics, 88(1), 171-177.
Valdenaire, M. (2006). Do younger pupils need smaller classes? Evidence from France (Preliminary Draft). Paris: Paris- jourdan Sciences Economiques.
Waldfogel, J., & Zhai, F. (2008). Effects of public preschool expenditures on the test scores of 4th graders: Evidence from TIMSS. Educational Research and Evaluation, 14, 9-28.
Wilson, K. (2001). The determinants of educational attainment: Modeling and estimating the human capital model and education production functions. Southern Economic Journal, 67(3), 518-551.
Washington State Institute for Public Policy (2013). The Institute’s state-level fixed effects analysis of NAEP and CCD data is reported in this Technical Appendix.