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Effects of class-size reduction on cognitive and non-cognitive skills

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  • Ito, Hirotake
  • Nakamuro, Makiko
  • Yamaguchi, Shintaro

Abstract

We estimate the effects of class-size reduction by exploiting exogenous variation caused by Maimonides’ rule, which requires that the maximum class size is 40 students and that classes be split into two when 41 students are enrolled. Our data cover all fourth to ninth graders in 1064 public schools in an anonymous prefecture of Japan for three years. We find that the effects of class-size reduction on academic test scores are statistically and/or economically insignificant when school fixed effects are controlled. We find no evidence that small class size improves non-cognitive skills.

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  • Ito, Hirotake & Nakamuro, Makiko & Yamaguchi, Shintaro, 2020. "Effects of class-size reduction on cognitive and non-cognitive skills," Japan and the World Economy, Elsevier, vol. 53(C).
    • Handle: RePEc:eee:japwor:v:53:y:2020:i:c:s0922142519300088
    DOI: 10.1016/j.japwor.2019.100977
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    1. Peter Fredriksson & Björn Öckert & Hessel Oosterbeek, 2013. "Long-Term Effects of Class Size," The Quarterly Journal of Economics, Oxford University Press, vol. 128(1), pages 249-285.
    2. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1593-1660.
    3. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    4. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    5. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    6. Krueger, Alan B & Whitmore, Diane M, 2001. "The Effect of Attending a Small Class in the Early Grades on College-Test Taking and Middle School Test Results: Evidence from Project STAR," Economic Journal, Royal Economic Society, vol. 111(468), pages 1-28, January.
    7. Heineck, Guido & Anger, Silke, 2010. "The returns to cognitive abilities and personality traits in Germany," Labour Economics, Elsevier, vol. 17(3), pages 535-546, June.
    8. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 497-532.
    9. Pedro Carneiro & Claire Crawford & Alissa Goodman, 2007. "The Impact of Early Cognitive and Non-Cognitive Skills on Later Outcomes," CEE Discussion Papers 0092, Centre for the Economics of Education, LSE.
    10. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule to Estimate the Effect of Class Size on Scholastic Achievement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 533-575.
    11. Minae NIKI, 2013. "The effects of class size on cognitive and non-cognitive abilities(in Japanese)," Economic Analysis, Economic and Social Research Institute (ESRI), vol. 186, pages 32-47, January.
    12. Caroline M. Hoxby, 2000. "The Effects of Class Size on Student Achievement: New Evidence from Population Variation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1239-1285.
    13. Hideo Akabayashi & Ryosuke Nakamura, 2014. "Can Small Class Policy Close the Gap? An Empirical Analysis of Class Size Effects in Japan," The Japanese Economic Review, Japanese Economic Association, vol. 65(3), pages 253-281, September.
    14. Miguel Urquiola, 2006. "Identifying Class Size Effects in Developing Countries: Evidence from Rural Bolivia," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 171-177, February.
    15. Hirotake Ito & Makiko Nakamuro & Shintaro Yamaguchi, 2019. "Effects of Class-Size Reduction, On Cognitive and Non-cognitive Skills," CIRJE F-Series CIRJE-F-1113, CIRJE, Faculty of Economics, University of Tokyo.
    16. Hojo, Masakazu & Senoh, Wataru, 2019. "Do the disadvantaged benefit more from small classes? Evidence from a large-scale survey in Japan," Japan and the World Economy, Elsevier, vol. 52(C).
    17. Hojo, Masakazu, 2013. "Class-size effects in Japanese schools: A spline regression approach," Economics Letters, Elsevier, vol. 120(3), pages 583-587.
    18. Gerrit Mueller & Erik Plug, 2006. "Estimating the Effect of Personality on Male and Female Earnings," ILR Review, Cornell University, ILR School, vol. 60(1), pages 3-22, October.
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