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Efficiency in the transformation of schooling into competences: A cross-country analysis using PIAAC data

Author

Listed:
  • Inés P. Murillo

    (Universidad de Extremadura)

  • José L. Raymond

    (Universidad Autónoma de Barcelona & IEB)

  • Jorge Calero

    (Universidad de Barcelona & IEB)

Abstract

This study (i) compares the competence levels of the adult population in a set of OECD countries; (ii) assesses the comparative efficiency with which the education system in each country transforms schooling into competences, distinguishing by educational level, and (iii) tracks the evolution of this efficiency by birth cohorts. Using PIAAC data, the paper applies standard parametric frontier techniques under two alternative specifications. The results obtained under both specifications are similar and identify Finland, Sweden, Denmark and Japan as being the most efficient and Spain, the United Kingdom, Italy, Ireland and Poland as the least efficient. The evolution of the efficiency levels by age cohorts shows that higher education is more efficient for younger cohorts, while lower and upper secondary education present a stable trend over cohorts.

Suggested Citation

  • Inés P. Murillo & José L. Raymond & Jorge Calero, 2017. "Efficiency in the transformation of schooling into competences: A cross-country analysis using PIAAC data," Working Papers 2017/12, Institut d'Economia de Barcelona (IEB).
    • Handle: RePEc:ieb:wpaper:doc2017-12
    as

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    References listed on IDEAS

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    1. McIntosh, Steven & Vignoles, Anna, 2001. "Measuring and Assessing the Impact of Basic Skills on Labour Market Outcomes," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 453-481, July.
    2. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    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. Afonso, Antonio & St. Aubyn, Miguel, 2005. "Non-Parametric Approaches to Education and Health Efficiency in OECD Countries," Journal of Applied Economics, Universidad del CEMA, vol. 8(2), pages 1-20, November.
    5. 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.
    6. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    7. Green, David A. & Craig Riddell, W., 2003. "Literacy and earnings: an investigation of the interaction of cognitive and unobserved skills in earnings generation," Labour Economics, Elsevier, vol. 10(2), pages 165-184, April.
    8. V Giménez & D Prior & C Thieme, 2007. "Technical efficiency, managerial efficiency and objective-setting in the educational system: an international comparison," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(8), pages 996-1007, August.
    9. 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.
    10. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    11. Mincer, Jacob, 1970. "The Distribution of Labor Incomes: A Survey with Special Reference to the Human Capital Approach," Journal of Economic Literature, American Economic Association, vol. 8(1), pages 1-26, March.
    12. repec:dau:papers:123456789/7958 is not listed on IDEAS
    13. Björklund, Anders & Salvanes, Kjell G., 2011. "Education and Family Background: Mechanisms and Policies," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 3, pages 201-247, Elsevier.
    14. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    15. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    16. 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.
    17. Víctor Giménez & Claudio Thieme & Diego Prior & Emili Tortosa-Ausina, 2017. "An international comparison of educational systems: a temporal analysis in presence of bad outputs," Journal of Productivity Analysis, Springer, vol. 47(1), pages 83-101, February.
    18. 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.
    19. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    20. Tommaso Agasisti & Pablo Zoido, 2015. "The Efficiency of Secondary Schools in an International Perspective: Preliminary Results from PISA 2012," OECD Education Working Papers 117, OECD Publishing.
    21. Borghans, Lex & Green, Francis & Mayhew, Ken, 2001. "Skills Measurement and Economic Analysis: An Introduction," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 375-384, July.
    22. Deutsch, Joseph & Dumas, Audrey & Silber, Jacques, 2013. "Estimating an educational production function for five countries of Latin America on the basis of the PISA data," Economics of Education Review, Elsevier, vol. 36(C), pages 245-262.
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    More about this item

    Keywords

    Adult population competences; efficiency; PIAAC; parametric frontier techniques;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General

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