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Using Maimonides' Rule to Estimate the Effect of Class Size on Student Achievement

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  • Joshua D. Angrist
  • Victor Lavy

Abstract

The effect of class size on student achievement has long been of concern to educators, parents, and scholars. In Israeli public schools today, class size is partly determined using a rule proposed by Maimonides in the 12th century. This rule induces a nonlinear and non-monotonic relationship between enroll- ment size and class size. We use this relationship to construct instrumental variables estimates of the effect of class size on the test scores of Israeli 4th and 5th graders in 1991 and 3rd graders in 1992. Because the up-and-down pattern in class size induced by Maimonides' rule matches a similar pattern in test scores, the rule provides a credible source of exogenous variation for investigation of the causal effect of class size on student achievement. Our use of Maimonides' rule can be viewed as an application of Campbell's (1969) regression-discontinuity design to the class size question. The results of this application show that reductions in class size induce a significant increase in reading and math scores for 5th graders and a smaller increase in reading scores for 4th graders. In contrast, there is little evidence of any association between class size and the test scores of 3rd graders, although this finding may result from problems with the 1992 wave of the testing program. The estimates also suggest that the gains from small classes are largest for students from disadvantaged backgrounds. Besides being of metho- dological interest and providing new evidence on the class size question, these findings are of immediate policy interest in Israel where legislation to reduce the maximum class size is pending.

Suggested Citation

  • Joshua D. Angrist & Victor Lavy, 1997. "Using Maimonides' Rule to Estimate the Effect of Class Size on Student Achievement," NBER Working Papers 5888, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:5888
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    1. Pakes, Ariel, 1983. "On Group Effects and Errors in Variables in Aggregation," The Review of Economics and Statistics, MIT Press, vol. 65(1), pages 168-173, February.
    2. Hanushek, Eric A, 1995. "Interpreting Recent Research on Schooling in Developing Countries," The World Bank Research Observer, World Bank, vol. 10(2), pages 227-246, August.
    3. Angrist, J.D. & Imbens, G.W., 1992. "Average causal response with variable treatment intensity," Discussion Paper 1992-34, Tilburg University, Center for Economic Research.
    4. repec:fth:prinin:366 is not listed on IDEAS
    5. James Heckman & Anne Layne-Farrar & Petra Todd, 1995. "Does Measured School Quality Really Matter? An Examination of the Earnings-Quality Relationship," NBER Working Papers 5274, National Bureau of Economic Research, Inc.
    6. Michael Boozer & Cecilia Rouse, 1995. "Intraschool Variation in Class Size: Patterns and Implications," NBER Working Papers 5144, National Bureau of Economic Research, Inc.
    7. David Card & Alan B. Krueger, 1992. "School Quality and Black-White Relative Earnings: A Direct Assessment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 151-200.
    8. Deaton, Angus, 1995. "Data and econometric tools for development analysis," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 33, pages 1785-1882, Elsevier.
    9. Michael Boozer & Cecilia Rouse, 1995. "Intraschool Variation in Class Size: Patterns and Implications," Working Papers 723, Princeton University, Department of Economics, Industrial Relations Section..
    10. David Card & Alan B. Krueger, 1996. "School Resources and Student Outcomes: An Overview of the Literature and New Evidence from North and South Carolina," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 31-50, Fall.
    11. Hanushek, Eric A., 2006. "School Resources," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 2, chapter 14, pages 865-908, Elsevier.
    12. repec:fth:prinin:344 is not listed on IDEAS
    13. 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.
    14. Caroline M. Hoxby, 1998. "The Effects of Class Size and Composition on Student Achievement: New Evidence from Natural Population Variation," NBER Working Papers 6869, National Bureau of Economic Research, Inc.
    15. Michael Boozer & Cecilia E. Rouse, 1995. "Intraschool Variation in Class Size: Patterns and Implications," Working Papers 723, Princeton University, Department of Economics, Industrial Relations Section..
    16. Joshua D. Angrist, 1990. "The Draft Lottery and Voluntary Enlistment in the Vietnam Era," NBER Working Papers 3514, National Bureau of Economic Research, Inc.
    17. Boozer, M. & Rouse, C., 1995. "Intraschool Variation in Class Size: Patterns and Implications," Papers 728, Yale - Economic Growth Center.
    18. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    19. Angrist, Joshua D., 1991. "Grouped-data estimation and testing in simple labor-supply models," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 243-266, February.
    20. Akerhielm, Karen, 1995. "Does class size matter?," Economics of Education Review, Elsevier, vol. 14(3), pages 229-241, September.
    21. 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 1141-1177, September.
    22. David Card & Alan Krueger, 1996. "School Resources and Student Outcomes: An Overview of the Literature and New Evidence from North and South Carolina," Working Papers 745, Princeton University, Department of Economics, Industrial Relations Section..
    Full references (including those not matched with items on IDEAS)

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    3. Glewwe, Paul, 2001. "Schools, Skills And Economic Development: Education Policies, Student Learning And Socioeconomic Outcomes In Developing Countries," Bulletins 12969, University of Minnesota, Economic Development Center.
    4. Alan B. Krueger, 2003. "Economic Considerations and Class Size," Economic Journal, Royal Economic Society, vol. 113(485), pages 34-63, February.
    5. Das, J. & Dercon, S. & Habyarimana, J. & Krishnan, P., 2004. "‘When Can School Inputs Improve Test Scores?’," Cambridge Working Papers in Economics 0437, Faculty of Economics, University of Cambridge.
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    7. Thomas Dee & Martin West, 2008. "The Non-Cognitive Returns to Class Size," NBER Working Papers 13994, National Bureau of Economic Research, Inc.
    8. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    9. Thomas Lemieux & David Card, 2001. "Education, earnings, and the ‘Canadian G.I. Bill’," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(2), pages 313-344, May.
    10. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2000. "The returns to education : a review of evidence, issues and deficiencies in the literature," Open Access publications 10197/670, School of Economics, University College Dublin.
    11. Jeff Borland & Yi-Ping Tseng & Roger Wilkins, 2005. "Experimental and Quasi-Experimental Methods of Microeconomic Program and Policy Evaluation," Melbourne Institute Working Paper Series wp2005n08, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    12. Joshua Angrist & Victor Lavy, 2002. "New Evidence on Classroom Computers and Pupil Learning," Economic Journal, Royal Economic Society, vol. 112(482), pages 735-765, October.
    13. Chen, Susan & van der Klaauw, Wilbert, 2008. "The work disincentive effects of the disability insurance program in the 1990s," Journal of Econometrics, Elsevier, vol. 142(2), pages 757-784, February.
    14. Joshua Angrist, 2005. "Instrumental Variables Methods in Experimental Criminological Research: What, Why, and How?," NBER Technical Working Papers 0314, National Bureau of Economic Research, Inc.
    15. Weili Ding & Steven F. Lehrer, 2007. "Do Peers Affect Student Achievement in China's Secondary Schools?," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 300-312, May.
    16. Gaviria Alejandro & Alejandro Hoyos, 2008. "Determinantes de los resultados de las evaluaciones de profesores: el caso de la Universidad de los Andes," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE.
    17. Goulas, Sofoklis & Megalokonomou, Rigissa, 2016. "Swine Flu and The Effect of Compulsory Class Attendance on Academic Performance," MPRA Paper 75395, University Library of Munich, Germany.
    18. Do, Quy-Toan & Phung, Tung Duc, 2006. "Superstition, family planning, and human development," Policy Research Working Paper Series 4001, The World Bank.
    19. Concetta, MENDOLICCHIO, 2006. "A Disaggregate Analysis of Private Returns to Education in Italy," Discussion Papers (ECON - Département des Sciences Economiques) 2006054, Université catholique de Louvain, Département des Sciences Economiques.
    20. Edward P. Lazear, 2001. "Educational Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 777-803.
    21. A. Abigail Payne & Aloysius Siow, 1998. "Estimating the Effects of Federal Research Funding on Universities using Alumni Representation on Congressional Appropriations Committees," Working Papers siow-99-02, University of Toronto, Department of Economics.

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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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