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Economic Considerations and Class Size

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Author Info
Alan B. Krueger

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Abstract

This paper examines evidence on the effect of class size on student achievement. First, it is shown that results of quantitative summaries of the literature, such as Hanushek (1997), depend critically on whether studies are accorded equal weight. Hanushek summarizes 277 estimates extracted from 59 published studies, and weights all estimates equally, which implicitly places more weight on some studies than others. A small number of studies, which often present estimates for several small subsamples of a larger sample, account for more than half of the estimates. Studies from which relatively many estimates were extracted tend to find negative effects of school resources, whereas the majority of studies from which relatively few estimates were extracted tend to find positive effects. When all studies in Hanushek's literature summary are given equal weight, resources are systematically related to student achievement. In addition, when studies are assigned weights in proportion to the 'impact factor' of the journal in which they were published -- a crude measure of journal quality -- class size is systematically related to achievement. When studies are given weights in proportion to their number of estimates, however, resources and achievement are not systematically related. It is argued that assigning equal weights to studies, or weights according to quality, is preferable to assigning weights according to the number of estimates extracted from the studies, because study quality is unlikely to be related to the number of estimates taken from the study, and because researcher discretion in selecting estimates is limited when studies are assigned equal weight. Second, a cost-benefit analysis of class size reduction is performed. Results of the Tennessee STAR class-size experiment suggest that the internal rate of return from reducing class size from 22 to 15 students is around 6%.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 8875.

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Date of creation: Apr 2002
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Handle: RePEc:nbr:nberwo:8875

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Find related papers by JEL classification:
I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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  1. Kiesling, Herbert J., 1984. "Assignment practices and the relationship of instructional time to the reading performance of elementary school children," Economics of Education Review, Elsevier, vol. 3(4), pages 341-350, August. [Downloadable!] (restricted)
  2. Hanushek, Eric A., 2006. "School Resources," Handbook of the Economics of Education, Elsevier. [Downloadable!] (restricted)
  3. repec:fth:prinin:357 is not listed on IDEAS
  4. Alan Krueger & Diane Whitmore, 1999. "The Effect of Attending a Small Class in the Early Grades on College-Test Taking and Middle School Test Results: Evidence from Project STAR," Working Papers 806, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
    Other versions:
  5. James Heckman & Anne Layne-Farrar & Petra Todd, 1995. "The Schooling Quality-Earnings Relationship: Using Economic Theory to Interpret Functional Forms Consistent with the Evidence," NBER Working Papers 5288, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  6. Sengupta, Jati K. & Sfeir, Raymond E., 1986. "Production frontier estimates of scale in public schools in California," Economics of Education Review, Elsevier, vol. 5(3), pages 297-307, June. [Downloadable!] (restricted)
  7. Edward P. Lazear, 2001. "Educational Production," The Quarterly Journal of Economics, MIT Press, vol. 116(3), pages 777-803, August. [Downloadable!] (restricted)
  8. Card, David & Krueger, Alan B, 1992. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 1-40, February. [Downloadable!] (restricted)
    Other versions:
  9. Edward P. Lazear, 1999. "Educational Production," NBER Working Papers 7349, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  10. Janet Currie & Duncan Thomas, 1999. "Early Test Scores, Socioeconomic Status and Future Outcomes," NBER Working Papers 6943, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  11. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-95, October. [Downloadable!] (restricted)
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  12. Hanushek, Eric A, 1989. "Expenditures, Efficiency, and Equity in Education: The Federal Government's Role," American Economic Review, American Economic Association, vol. 79(2), pages 46-51, May. [Downloadable!] (restricted)
  13. Link, Charles R. & Mulligan, James G., 1991. "Classmates' effects on black student achievement in public school classrooms," Economics of Education Review, Elsevier, vol. 10(4), pages 297-310, December. [Downloadable!] (restricted)
  14. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-66, May. [Downloadable!] (restricted)
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  15. Summers, Anita A & Wolfe, Barbara L, 1977. "Do Schools Make a Difference?," American Economic Review, American Economic Association, vol. 67(4), pages 639-52, September. [Downloadable!] (restricted)
  16. Stern, David, 1989. "Educational cost factors and student achievement in grades 3 and 6: Some new evidence," Economics of Education Review, Elsevier, vol. 8(2), pages 149-158, April. [Downloadable!] (restricted)
  17. Eric A. Hanushek, . "The Evidence on Class Size," Wallis Working Papers WP10, University of Rochester - Wallis Institute of Political Economy. [Downloadable!]
  18. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer. [Downloadable!] (restricted)
  19. David Card & Alan Krueger, 1996. "Labor Market Effects of School Quality: Theory and Evidence," Working Papers 736, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
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  20. Link, Charles R. & Mulligan, James G., 1986. "The merits of a longer school day," Economics of Education Review, Elsevier, vol. 5(4), pages 373-381, August. [Downloadable!] (restricted)
  21. Eric A. Hanushek, 2003. "The Failure of Input-Based Schooling Policies," Economic Journal, Royal Economic Society, vol. 113(485), pages F64-F98, February. [Downloadable!] (restricted)
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  22. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863 Elsevier. [Downloadable!] (restricted)
  23. Alan B. Krueger, 1999. "Experimental Estimates Of Education Production Functions," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 497-532, May. [Downloadable!] (restricted)
    Other versions:
  24. Montmarquette, Claude & Mahseredjian, Sophie, 1989. "Does School Matter for Educational Achievement? A Two-Way Nested-Error Components Analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(2), pages 181-93, April-Jun. [Downloadable!] (restricted)
  25. Hanushek, Eric A, 1986. "The Economics of Schooling: Production and Efficiency in Public Schools," Journal of Economic Literature, American Economic Association, vol. 24(3), pages 1141-77, September. [Downloadable!] (restricted)
  26. repec:fth:prinin:427 is not listed on IDEAS
  27. Hanushek, E.A.omson, W., 1996. "Assessing the Effects of School Resources on Student Performance : An Update," RCER Working Papers 424, University of Rochester - Center for Economic Research (RCER).
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