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Quasi-Experimental Estimates of Class Size Effect in Primary Schools in Poland

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Author Info
Jakubowski, Maciej
Sakowski, Pawel

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Abstract

In this paper we analyze class size effects in the case of primary schools in Poland. We use two empirical strategies to avoid endogeneity bias. First, we use average class size in a grade as an instrumental variable for actual class size. This allows us to control for within school selection of pupils with different abilities to classes of different sizes. Additionally, we estimate fixed effects for schools to control for differences between them. Second, we exploit the fact that there is an informal maximum class size rule. We estimate class size effect only for those enrollment levels where some schools decide to add a new class and thus dramatically lower class sizes. For such enrollment levels variance of class size is mainly exogenous and we argue that this allows to estimate quasi-experimental class size effects. In this case we again use average class size as an instrument with enrollment as a key control variable. Using both strategies we obtain similar findings. We found that the positive effects observed with OLS regression disappear when we use instrumental variables. If we avoid endogeneity bias, then class size negatively affects student achievement. However, this effect is rather small. We discuss methodology, possible bias of results and the importance of our findings to current policy issues in Poland.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 4958.

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Date of creation: 15 Mar 2006
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Handle: RePEc:pra:mprapa:4958

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Related research
Keywords: class size educational achievement student sorting school fixed effects instrumental variables regression discontinuity design

Find related papers by JEL classification:
I2 - Health, Education, and Welfare - - Education
C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
H52 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Education

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  1. Ludger Wößmann & Martin R. West, 2002. "Class-Size Effects in School Systems Around the World: Evidence from Between-Grade Variation in TIMSS," Kiel Working Papers 1099, Kiel Institute for the World Economy. [Downloadable!]
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  2. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
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  3. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 533-575, May. [Downloadable!] (restricted)
  4. Urquiola, Miguel, 2001. "Identifying class size effects in developing countries : evidence from rural schools in Bolivia," Policy Research Working Paper Series 2711, The World Bank. [Downloadable!]
  5. Akerhielm, Karen, 1995. "Does class size matter?," Economics of Education Review, Elsevier, vol. 14(3), pages 229-241, September. [Downloadable!] (restricted)
  6. repec:fth:prinin:455 is not listed on IDEAS
  7. Alan B. Krueger, 2003. "Economic Considerations and Class Size," Economic Journal, Royal Economic Society, vol. 113(485), pages F34-F63, February. [Downloadable!] (restricted)
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  1. Miguel Urquiola & Eric Verhoogen, 2007. "Class Size and Sorting in Market Equilibrium: Theory and Evidence," NBER Working Papers 13303, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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