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Estimating the Cream Skimming Effect of School Choice

Author

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  • Joseph G. Altonji
  • Ching-I Huang
  • Christopher R. Taber
Abstract
We develop a framework that may be used to determine the degree to which a school choice program may harm public school stayers by luring the best students to other schools. This framework results in a simple formula showing that the "cream-skimming" effect is increasing in the degree of heterogeneity within schools, the school choice takeup rate of strong students relative to weak students, and the importance of peers. We use the formula to investigate the effects of a voucher program on the high school graduation rate of the students who would remain in public school. We employ NELS:88 data to measure the characteristics of public school students, to estimate a model of the private school entrance decision, and to estimate peer group effects on graduation. We supplement the econometric estimates with a wide range of alternative assumptions about school choice and peer effects. We find that the cream skimming effect is negative but small and that this result is robust across our specifications.

Suggested Citation

  • Joseph G. Altonji & Ching-I Huang & Christopher R. Taber, 2010. "Estimating the Cream Skimming Effect of School Choice," NBER Working Papers 16579, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:16579
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    References listed on IDEAS

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    1. David Card & Martin D. Dooley & A. Abigail Payne, 2010. "School Competition and Efficiency with Publicly Funded Catholic Schools," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 150-176, October.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Manski, Charles F., 1992. "Educational choice (vouchers) and social mobility," Economics of Education Review, Elsevier, vol. 11(4), pages 351-369, December.
    4. Thomas J. Nechyba, 1999. "School Finance Induced Migration and Stratification Patterns: The Impact of Private School Vouchers," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 1(1), pages 5-50, January.
    5. Caroline M. Hoxby, 2003. "The Economics of School Choice," NBER Books, National Bureau of Economic Research, Inc, number hox03-1.
    6. Dennis Epple & Richard Romano, 2008. "Educational Vouchers And Cream Skimming," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(4), pages 1395-1435, November.
    7. Raj Chetty, 2009. "Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 451-488, May.
    8. Caroline Minter Hoxby, 2003. "School Choice and School Productivity. Could School Choice Be a Tide that Lifts All Boats?," NBER Chapters, in: The Economics of School Choice, pages 287-342, National Bureau of Economic Research, Inc.
    9. Cecilia Rouse & Lisa Barrow, 2008. "School Vouchers and Student Achievement: Recent Evidence, Remaining Questions," Working Papers 1103, Princeton University, School of Public and International Affairs, Education Research Section..
    10. William N. Evans & Robert M. Schwab, 1995. "Finishing High School and Starting College: Do Catholic Schools Make a Difference?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 941-974.
    11. repec:eme:rlepps:v:18:y:1999:i:1999:p:115-140 is not listed on IDEAS
    12. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    13. Thomas J. Nechyba, 2003. "Introducing School Choice into Multidistrict Public School Systems," NBER Chapters, in: The Economics of School Choice, pages 145-194, National Bureau of Economic Research, Inc.
    14. Cecilia Elena Rouse & Lisa Barrow, 2009. "School Vouchers and Student Achievement: Recent Evidence and Remaining Questions," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 17-42, May.
    15. Richard J. Murnane, 1984. "A Review Essay-Comparisons of Public and Private Schools: Lessons from the Uproar," Journal of Human Resources, University of Wisconsin Press, vol. 19(2), pages 263-277.
    16. Dennis N. Epple & Richard Romano, 2003. "Neighborhood Schools, Choice, and the Distribution of Educational Benefits," NBER Chapters, in: The Economics of School Choice, pages 227-286, National Bureau of Economic Research, Inc.
    17. Helen F. Ladd, 2002. "School Vouchers: A Critical View," Journal of Economic Perspectives, American Economic Association, vol. 16(4), pages 3-24, Fall.
    18. Susan Dynarski & Jonathan Gruber & Danielle Li, 2009. "Cheaper By the Dozen: Using Sibling Discounts at Catholic Schools to Estimate the Price Elasticity of Private School Attendance," NBER Working Papers 15461, National Bureau of Economic Research, Inc.
    19. Epple, Dennis & Romano, Richard E, 1998. "Competition between Private and Public Schools, Vouchers, and Peer-Group Effects," American Economic Review, American Economic Association, vol. 88(1), pages 33-62, March.
    20. Epple, Dennis & Figlio, David & Romano, Richard, 2004. "Competition between private and public schools: testing stratification and pricing predictions," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1215-1245, July.
    21. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    22. Dennis Epple & Richard Romano & Holger Sieg, 2006. "Admission, Tuition, and Financial Aid Policies in the Market for Higher Education," Econometrica, Econometric Society, vol. 74(4), pages 885-928, July.
    23. Witte, John F., 1992. "Private school versus public school achievement: Are there findings that should affect the educational choice debate?," Economics of Education Review, Elsevier, vol. 11(4), pages 371-394, December.
    24. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    25. Elizabeth M. Caucutt, 2002. "Educational Vouchers When There Are Peer Group Effects--Size Matters," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 195-222, February.
    26. Derek Neal, 2002. "How Vouchers Could Change the Market for Education," Journal of Economic Perspectives, American Economic Association, vol. 16(4), pages 25-44, Fall.
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    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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