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The efficiency of schools in developing countries, analysed through PISA 2012 data

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  • Agasisti, Tommaso
  • Zoido, Pablo

Abstract

This paper analyses the efficiency of more than 6800 schools in 28 developing countries, by means of a two-stage Data Envelopment Analysis and using data from OECD PISA 2012. The results reveal that the average efficiency of schools is around 70%, meaning that achievement scores can be raised by 30% by employing a more effective use of available resources. Substantial heterogeneity exists both between and within countries; in general, efficiency scores are higher when comparing schools only with those in the same country. Among factors associated with schools' efficiency, the most important are the characteristics of student population (for instance, motivation, truancy, etc.). Therefore, some practices related to accountability, teachers’ involvement and professional development, and extracurricular activities are also positively associated with higher levels of efficiency.

Suggested Citation

  • Agasisti, Tommaso & Zoido, Pablo, 2019. "The efficiency of schools in developing countries, analysed through PISA 2012 data," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
  • Handle: RePEc:eee:soceps:v:68:y:2019:i:c:s0038012118303227
    DOI: 10.1016/j.seps.2019.05.002
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    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. Harris, Douglas N. & Sass, Tim R., 2011. "Teacher training, teacher quality and student achievement," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 798-812, August.
    3. Douglas Sutherland & Robert Price & Eric Gonand, 2009. "Improving public spending efficiency in primary and secondary education," OECD Journal: Economic Studies, OECD Publishing, vol. 2009(1), pages 1-30.
    4. Kristof De Witte & Laura López-Torres, 2017. "Efficiency in education: a review of literature and a way forward," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 339-363, April.
    5. Nadeem A. Burney & Jill Johnes & Mohammed Al-Enezi & Marwa Al-Musallam, 2013. "The efficiency of public schools: the case of Kuwait," Education Economics, Taylor & Francis Journals, vol. 21(4), pages 360-379, September.
    6. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    7. Hanushek, Eric A. & Link, Susanne & Woessmann, Ludger, 2013. "Does school autonomy make sense everywhere? Panel estimates from PISA," Journal of Development Economics, Elsevier, vol. 104(C), pages 212-232.
    8. Andrew Worthington, 2001. "An Empirical Survey of Frontier Efficiency Measurement Techniques in Education," Education Economics, Taylor & Francis Journals, vol. 9(3), pages 245-268.
    9. Ludger Wößmann, 2003. "Schooling Resources, Educational Institutions and Student Performance: the International Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(2), pages 117-170, May.
    10. repec:dau:papers:123456789/7958 is not listed on IDEAS
    11. Essid, Hédi & Ouellette, Pierre & Vigeant, Stéphane, 2010. "Measuring efficiency of Tunisian schools in the presence of quasi-fixed inputs: A bootstrap data envelopment analysis approach," Economics of Education Review, Elsevier, vol. 29(4), pages 589-596, August.
    12. Gupta, Sanjeev & Verhoeven, Marijn & Tiongson, Erwin R., 2002. "The effectiveness of government spending on education and health care in developing and transition economies," European Journal of Political Economy, Elsevier, vol. 18(4), pages 717-737, November.
    13. Alejandra Mizala & Pilar Romaguera & Dario Farren, 2002. "The technical efficiency of schools in Chile," Applied Economics, Taylor & Francis Journals, vol. 34(12), pages 1533-1552.
    14. Afonso, Antonio & St. Aubyn, Miguel, 2006. "Cross-country efficiency of secondary education provision: A semi-parametric analysis with non-discretionary inputs," Economic Modelling, Elsevier, vol. 23(3), pages 476-491, May.
    15. 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.
    16. Jill Johnes, 2004. "Efficiency Measurement," Chapters, in: Geraint Johnes & Jill Johnes (ed.), International Handbook on the Economics of Education, chapter 16, Edward Elgar Publishing.
    17. Felipe Barrera-Osorio & Tazeen Fasih & Harry Anthony Patrinos & Lucrecia Santibáñez, 2009. "Decentralized Decision-making in Schools : The Theory and Evidence on School-based Management," World Bank Publications - Books, The World Bank Group, number 2632, December.
    18. Bogetic, Zeljko & Chattophadyay, Sajal, 1995. "Efficiency in Bulgaria's schools : a nonparametric study," Policy Research Working Paper Series 1422, The World Bank.
    19. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December.
    20. Wößmann, Ludger, 2007. "International evidence on school competition, autonomy, and accountability: A review," Munich Reprints in Economics 19649, University of Munich, Department of Economics.
    21. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    22. Gérard Lassibille & Jee-Peng Tan, 2001. "Are private schools more efficient than public schools ? Evidence from Tanzania," Post-Print halshs-01266314, HAL.
    23. Wilson, Paul W., 2008. "FEAR: A software package for frontier efficiency analysis with R," Socio-Economic Planning Sciences, Elsevier, vol. 42(4), pages 247-254, December.
    24. Jimenez, Emmanuel & Lockheed, Marlaine E & Paqueo, Vicente, 1991. "The Relative Efficiency of Private and Public Schools in Developing Countries," The World Bank Research Observer, World Bank, vol. 6(2), pages 205-218, July.
    25. Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2018. "Central limit theorems for conditional efficiency measures and tests of the ‘separability’ condition in non‐parametric, two‐stage models of production," Econometrics Journal, Royal Economic Society, vol. 21(2), pages 170-191, June.
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    Cited by:

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    2. Mergoni, Anna & Soncin, Mara & Agasisti, Tommaso, 2023. "The effect of ICT on schools’ efficiency: Empirical evidence on 23 European countries," Omega, Elsevier, vol. 119(C).
    3. Agasisti, Tommaso & de Oliveira Ribeiro, Celma & Montemor, Daniel Sanches, 2022. "The efficiency of Brazilian elementary public schools," International Journal of Educational Development, Elsevier, vol. 93(C).
    4. Capasso, Salvatore & Kaisari, Maria & Kounetas, Konstantinos & Lainas, Elias, 2024. "School productive performance and technology gaps: New evidence from PISA 2018," Economic Modelling, Elsevier, vol. 131(C).
    5. Darya Dancaková & Jozef Glova & Alena Andrejovská, 2021. "The Robust Efficiency Estimation in Lower Secondary Education: Cross-Country Evidence," Mathematics, MDPI, vol. 9(24), pages 1-15, December.
    6. Cordero, Jose Manuel & Polo, Cristina & Simancas, Rosa, 2022. "Assessing the efficiency of secondary schools: Evidence from OECD countries participating in PISA 2015," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    7. Juan Aparicio & Jose M. Cordero & Lidia Ortiz, 2021. "Efficiency Analysis with Educational Data: How to Deal with Plausible Values from International Large-Scale Assessments," Mathematics, MDPI, vol. 9(13), pages 1-16, July.
    8. Elias P. Kourkoutas & Stefanos G. Giakoumatos, 2023. "Statistical analysis and evaluation of Greek students’ background determinants on Science literacy," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 12(2), pages 1-2.
    9. Martínez-Campillo, Almudena & Fernández-Santos, Yolanda, 2020. "The impact of the economic crisis on the (in)efficiency of public Higher Education institutions in Southern Europe: The case of Spanish universities," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    10. Francisco Germano Carvalho Lucio & Jhorland Ayala‐García, 2022. "Public sector efficiency in Brazil," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(6), pages 308-321, December.

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    More about this item

    Keywords

    Schools' efficiency; Data envelopment analysis (DEA); Developing countries; Educational policies; OECD-PISA 2012;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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