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A comparison of public and private schools in Spain using robust nonparametric frontier methods

Listed author(s):
  • José Manuel Cordero

    ()

    (Universidad de Extremadura)

  • Diego Prior

    ()

    (Universitat Autònoma de Barcelona)

  • Rosa Simancas

    ()

    (Universidad de Extremadura)

Abstract This paper uses an innovative approach to evaluate educational performance of Spanish students in PISA 2009. Our purpose is to decompose their overall inefficiency between different components with a special focus on studying the differences between public and state subsidized private schools. We use a technique inspired by the non-parametric free disposal hull and the application of robust order- $$m$$ m models, which allow us to mitigate the influence of outliers and the curse of dimensionality. Subsequently, we adopt a metafrontier framework to assess each student relative to the own group best practice frontier (students in the same school) and to different frontiers constructed from the best practices of different types of schools. The results show that state-subsidised private schools outperform public schools, although the differences between them are significantly reduced once we control for the type of students enrolled in both type of centres.

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File URL: http://link.springer.com/10.1007/s10100-014-0376-1
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Article provided by Springer & Slovak Society for Operations Research & Hungarian Operational Research Society & Czech Society for Operations Research & Österr. Gesellschaft für Operations Research (ÖGOR) & Slovenian Society Informatika - Section for Operational Research & Croatian Operational Research Society in its journal Central European Journal of Operations Research.

Volume (Year): 24 (2016)
Issue (Month): 3 (September)
Pages: 659-680

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Handle: RePEc:spr:cejnor:v:24:y:2016:i:3:d:10.1007_s10100-014-0376-1
DOI: 10.1007/s10100-014-0376-1
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  1. Caroline Minter Hoxby, 2003. "Introduction to "The Economics of School Choice"," NBER Chapters,in: The Economics of School Choice, pages 1-22 National Bureau of Economic Research, Inc.
  2. Anand, Priyanka & Mizala, Alejandra & Repetto, Andrea, 2009. "Using school scholarships to estimate the effect of private education on the academic achievement of low-income students in Chile," Economics of Education Review, Elsevier, vol. 28(3), pages 370-381, June.
  3. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
  4. Kim, Young-Joo, 2011. "Catholic schools or school quality? The effects of Catholic schools on labor market outcomes," Economics of Education Review, Elsevier, vol. 30(3), pages 546-558, June.
  5. Hanushek, Eric A & Rivkin, Steven G & Taylor, Lori L, 1996. "Aggregation and the Estimated Effects of School Resources," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 611-627, November.
  6. Jimenez, Emmanuel & Lockheed, Marlaine E & Paqueo, Vicente, 1991. "The Relative Efficiency of Private and Public Schools in Developing Countries," World Bank Research Observer, World Bank Group, vol. 6(2), pages 205-218, July.
  7. 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.
  8. Chudgar, Amita & Quin, Elizabeth, 2012. "Relationship between private schooling and achievement: Results from rural and urban India," Economics of Education Review, Elsevier, vol. 31(4), pages 376-390.
  9. Robert Bifulco & Helen F. Ladd, 2006. "The Impacts of Charter Schools on Student Achievement: Evidence from North Carolina," Education Finance and Policy, MIT Press, vol. 1(1), pages 50-90, January.
  10. Jorge Calero & Josep-Oriol Escardíbul, 2007. "Evaluación de servicios educativos: el rendimiento en los centros públicos y privados medido en PISA-2003," Hacienda Pública Española, IEF, vol. 183(4), pages 33-66, december.
  11. Vandenberghe, V. & Robin, S., 2004. "Evaluating the effectiveness of private education across countries: a comparison of methods," Labour Economics, Elsevier, vol. 11(4), pages 487-506, August.
  12. A. Charnes & W. W. Cooper & E. Rhodes, 1981. "Evaluating Program and Managerial Efficiency: An Application of Data Envelopment Analysis to Program Follow Through," Management Science, INFORMS, vol. 27(6), pages 668-697, June.
  13. A. Bessent & W. Bessent & J. Kennington & B. Reagan, 1982. "An Application of Mathematical Programming to Assess Productivity in the Houston Independent School District," Management Science, INFORMS, vol. 28(12), pages 1355-1367, December.
  14. M-J Mancebón & J Calero & Á Choi & D P Ximénez-de-Embún, 2012. "The efficiency of public and publicly subsidized high schools in Spain: Evidence from PISA-2006," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(11), pages 1516-1533, November.
  15. Kristof De Witte & Mika Kortelainen, 2013. "What explains the performance of students in a heterogeneous environment? Conditional efficiency estimation with continuous and discrete environmental variables," Applied Economics, Taylor & Francis Journals, vol. 45(17), pages 2401-2412, June.
  16. Toma, Eugenia Froedge, 1996. "Public Funding and Private Schooling across Countries," Journal of Law and Economics, University of Chicago Press, vol. 39(1), pages 121-148, April.
  17. Caroline M. Hoxby, 2003. "The Economics of School Choice," NBER Books, National Bureau of Economic Research, Inc, number hox03-1, December.
  18. Emmanuel Thanassoulis & Maria Da Conceicao & A. Silva Portela, 2002. "School Outcomes: Sharing the Responsibility Between Pupil and School1," Education Economics, Taylor & Francis Journals, vol. 10(2), pages 183-207.
  19. David Newhouse & Kathleen Beegle, 2006. "The Effect of School Type on Academic Achievement: Evidence from Indonesia," Journal of Human Resources, University of Wisconsin Press, vol. 41(3).
  20. Sergio Perelman & Daniel Santin, 2011. "Measuring educational efficiency at student level with parametric stochastic distance functions: an application to Spanish PISA results," Education Economics, Taylor & Francis Journals, vol. 19(1), pages 29-49.
  21. Dronkers, Jaap & Avram, S, 2009. "A cross-national analysis of the relations between school choice and effectiveness differences between private-dependent and public schools," MPRA Paper 23911, University Library of Munich, Germany.
  22. George Battese & D. Rao & Christopher O'Donnell, 2004. "A Metafrontier Production Function for Estimation of Technical Efficiencies and Technology Gaps for Firms Operating Under Different Technologies," Journal of Productivity Analysis, Springer, vol. 21(1), pages 91-103, January.
  23. Eric A. Hanushek, 2003. "The Failure of Input-Based Schooling Policies," Economic Journal, Royal Economic Society, vol. 113(485), pages 64-98, February.
  24. López-Torres, Laura & Prior, Diego, 2013. "Do Parents Perceive The Technical Quality Of Public Schools? An Activity Analysis Approach," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 13(3), pages 39-60.
  25. Maria Alberta Oliveira & Carlos Santos, 2005. "Assessing school efficiency in Portugal using FDH and bootstrapping," Applied Economics, Taylor & Francis Journals, vol. 37(8), pages 957-968.
  26. 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.
  27. Eric A. Hanushek, 1979. "Conceptual and Empirical Issues in the Estimation of Educational Production Functions," Journal of Human Resources, University of Wisconsin Press, vol. 14(3), pages 351-388.
  28. George E. Battese & D. S. Prasada Rao, 2002. "Technology Gap, Efficiency, and a Stochastic Metafrontier Function," International Journal of Business and Economics, College of Business and College of Finance, Feng Chia University, Taichung, Taiwan, vol. 1(2), pages 87-93, August.
  29. Laurens Cherchye & Kristof De Witte & Erwin Ooghe, 2008. "Equity and efficiency in private and public education: a nonparametric comparison," Working Papers Department of Economics ces0725, KU Leuven, Faculty of Economics and Business, Department of Economics.
  30. Kneip, Alois & Park, Byeong U. & Simar, L opold, 1998. "A Note On The Convergence Of Nonparametric Dea Estimators For Production Efficiency Scores," Econometric Theory, Cambridge University Press, vol. 14(06), pages 783-793, December.
  31. William Sander, 1996. "Catholic Grade Schools and Academic Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 31(3), pages 540-548.
  32. Tamm, Marcus, 2008. "Does money buy higher schooling?: Evidence from secondary school track choice in Germany," Economics of Education Review, Elsevier, vol. 27(5), pages 536-545, October.
  33. McEwan, Patrick J., 2003. "Peer effects on student achievement: evidence from Chile," Economics of Education Review, Elsevier, vol. 22(2), pages 131-141, April.
  34. Ganzeboom, H.B.G. & de Graaf, P.M. & Treiman, D.J. & de Leeuw, J., 1992. "A standard international socio-economic index of occupational status," WORC Paper 85970031-d601-46e3-befb-1, Tilburg University, Work and Organization Research Centre.
  35. Burgess, Simon & Briggs, Adam, 2010. "School assignment, school choice and social mobility," Economics of Education Review, Elsevier, vol. 29(4), pages 639-649, August.
  36. Cherchye, Laurens & De Witte, Kristof & Ooghe, Erwin & Nicaise, Ides, 2010. "Efficiency and equity in private and public education: A nonparametric comparison," European Journal of Operational Research, Elsevier, vol. 202(2), pages 563-573, April.
  37. Banker, Rajiv D. & Janakiraman, Surya & Natarajan, Ram, 2004. "Analysis of trends in technical and allocative efficiency: An application to Texas public school districts," European Journal of Operational Research, Elsevier, vol. 154(2), pages 477-491, April.
  38. Hsieh, Chang-Tai & Urquiola, Miguel, 2006. "The effects of generalized school choice on achievement and stratification: Evidence from Chile's voucher program," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1477-1503, September.
  39. Eva Crespo-Cebada & Francisco Pedraja-Chaparro & Daniel Santín, 2014. "Does school ownership matter? An unbiased efficiency comparison for regions of Spain," Journal of Productivity Analysis, Springer, vol. 41(1), pages 153-172, February.
  40. Hoxby, Caroline M. (ed.), 2003. "The Economics of School Choice," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226355337.
  41. Thieme, Claudio & Prior, Diego & Tortosa-Ausina, Emili, 2013. "A multilevel decomposition of school performance using robust nonparametric frontier techniques," Economics of Education Review, Elsevier, vol. 32(C), pages 104-121.
  42. Patrinos, Harry Anthony, 1995. "Socioeconomic background, schooling, experience, ability and monetary rewards in Greece," Economics of Education Review, Elsevier, vol. 14(1), pages 85-91, March.
  43. Victor Lavy & Olmo Silva & Felix Weinhardt, 2012. "The Good, the Bad, and the Average: Evidence on Ability Peer Effects in Schools," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 367-414.
  44. Waldo, Staffan, 2007. "On the use of student data in efficiency analysis--Technical efficiency in Swedish upper secondary school," Economics of Education Review, Elsevier, vol. 26(2), pages 173-185, April.
  45. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
  46. Park, B.U. & Simar, L. & Weiner, Ch., 2000. "The Fdh Estimator For Productivity Efficiency Scores," Econometric Theory, Cambridge University Press, vol. 16(06), pages 855-877, December.
  47. Summers, Anita A & Wolfe, Barbara L, 1977. "Do Schools Make a Difference?," American Economic Review, American Economic Association, vol. 67(4), pages 639-652, September.
  48. Yun Zhang & Robert Bartels, 1998. "The Effect of Sample Size on the Mean Efficiency in DEA with an Application to Electricity Distribution in Australia, Sweden and New Zealand," Journal of Productivity Analysis, Springer, vol. 9(3), pages 187-204, March.
  49. Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
  50. Goldhaber, Dan D., 1996. "Public and private high schools: Is school choice an answer to the productivity problem?," Economics of Education Review, Elsevier, vol. 15(2), pages 93-109, April.
  51. Grosskopf, Shawna & Moutray, Chad, 2001. "Evaluating performance in Chicago public high schools in the wake of decentralization," Economics of Education Review, Elsevier, vol. 20(1), pages 1-14, February.
  52. Ron W Zimmer & Eugenia F Toma, 2000. "Peer effects in private and public schools across countries," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(1), pages 75-92.
  53. Christopher O’Donnell & D. Rao & George Battese, 2008. "Metafrontier frameworks for the study of firm-level efficiencies and technology ratios," Empirical Economics, Springer, vol. 34(2), pages 231-255, March.
  54. Patrick McEwan, 2001. "The Effectiveness of Public, Catholic, and Non-Religious Private Schools in Chile's Voucher System," Education Economics, Taylor & Francis Journals, vol. 9(2), pages 103-128.
  55. Dan D. Goldhaber & Dominic J. Brewer, 1997. "Why Don't Schools and Teachers Seem to Matter? Assessing the Impact of Unobservables on Educational Productivity," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 505-523.
  56. Silva Portela, Maria Conceicao A. & Thanassoulis, Emmanuel, 2001. "Decomposing school and school-type efficiency," European Journal of Operational Research, Elsevier, vol. 132(2), pages 357-373, July.
  57. Lefgren, Lars, 2004. "Educational peer effects and the Chicago public schools," Journal of Urban Economics, Elsevier, vol. 56(2), pages 169-191, September.
  58. 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.
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