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The influence of socioeconomic factors on cognitive and non-cognitive educational outcomes

In: Investigaciones de Economía de la Educación 10

Author

Listed:
  • José Manuel Cordero Ferrera

    (Universidad de Extremadura)

  • Manuel Muñiz Pérez

    (Universidad de Oviedo)

  • Rosa Simancas Rodríguez

    (Universidad de Extremadura)

Abstract

This paper aims to extending the literature about education production function by comparing the determinants of two different dimensions of educational outcomes, academic achievement and non-cognitive skills. For that purpose, we explore the information provided by self-report survey developed for the aim of this research, which allow us to obtain an innovative measure of non-cognitive skills based on questions about universal values such as democracy, tolerance or equality as well as others related to social and emotional skills like motivation or self-control. Using a Bayesian approach, we estimate the potential influence of multiple individual and family variables on both dimensions of educational outcomes. Our results show that, although there are some similarities, it is possible to find some important divergences with regard to some socioeconomic variables that have been traditionally considered as the most influential determinants of academic achievement, which do not seem to have a significant impact on the non-cognitive outcomes or even have the opposite effect.

Suggested Citation

  • José Manuel Cordero Ferrera & Manuel Muñiz Pérez & Rosa Simancas Rodríguez, 2015. "The influence of socioeconomic factors on cognitive and non-cognitive educational outcomes," Investigaciones de Economía de la Educación volume 10, in: Marta Rahona López & Jennifer Graves (ed.), Investigaciones de Economía de la Educación 10, edition 1, volume 10, chapter 21, pages 413-438, Asociación de Economía de la Educación.
    • Handle: RePEc:aec:ieed10:10-21
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    References listed on IDEAS

    as
    1. Gabriela Schütz & Heinrich W. Ursprung & Ludger Wößmann, 2008. "Education Policy and Equality of Opportunity," Kyklos, Wiley Blackwell, vol. 61(2), pages 279-308, May.
    2. Jacob M. Markman & Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2003. "Does peer ability affect student achievement?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 527-544.
    3. 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.
    4. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," 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 2, pages 89-200, Elsevier.
    5. J. Ignacio Garc𫑐鲥z & Marisa Hidalgo-Hidalgo & J. Antonio Robles-Zurita, 2014. "Does grade retention affect students' achievement? Some evidence from Spain," Applied Economics, Taylor & Francis Journals, vol. 46(12), pages 1373-1392, April.
    6. Anna Vignoles & Augustin De Coulon & Oscar Marcenaro-Gutierrez, 2011. "The value of basic skills in the British labour market," Oxford Economic Papers, Oxford University Press, vol. 63(1), pages 27-48, January.
    7. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    8. Thomas Fuchs & Ludger Wößmann, 2008. "What accounts for international differences in student prformance? A re-examination using PISA data," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 209-240, Springer.
    9. Sylvia Korupp & Harry Ganzeboom & Tanja Van Der Lippe, 2002. "Do Mothers Matter? A Comparison of Models of the Influence of Mothers' and Fathers' Educational and Occupational Status on Children's Educational Attainment," Quality & Quantity: International Journal of Methodology, Springer, vol. 36(1), pages 17-42, February.
    10. Henry M. Levin, 1974. "Measuring Efficiency in Educational Production," Public Finance Review, , vol. 2(1), pages 3-24, January.
    11. Schnepf, Sylke Viola, 2008. "Inequality of learning amongst immigrant children in industrialised countries," HWWI Research Papers 1-12, Hamburg Institute of International Economics (HWWI).
    12. 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.
    13. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited: On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 2009/202, International Monetary Fund.
    14. 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.
    15. Tramonte, Lucia & Willms, J. Douglas, 2010. "Cultural capital and its effects on education outcomes," Economics of Education Review, Elsevier, vol. 29(2), pages 200-213, April.
    16. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    17. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
    18. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
    19. A. J. Reynolds & J. A. Temple, "undated". "Extended early childhood intervention and school achievement: Age 13 findings from the Chicago longitudinal study," Institute for Research on Poverty Discussion Papers 1095-96, University of Wisconsin Institute for Research on Poverty.
    20. 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.
    21. Hanushek, Eric A., 2002. "Publicly provided education," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 30, pages 2045-2141, Elsevier.
    22. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    23. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    24. Claeskens,Gerda & Hjort,Nils Lid, 2008. "Model Selection and Model Averaging," Cambridge Books, Cambridge University Press, number 9780521852258, November.
    25. 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.
    26. 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.
    27. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    28. Ralph McNeal, 2012. "Checking In or Checking Out? Investigating the Parent Involvement Reactive Hypothesis," The Journal of Educational Research, Taylor & Francis Journals, vol. 105(2), pages 79-89.
    29. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
    30. Theo S. Eicher & Chris Papageorgiou & Adrian E. Raftery, 2011. "Default priors and predictive performance in Bayesian model averaging, with application to growth determinants," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 30-55, January/F.
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    More about this item

    Keywords

    Education; non-cognitive skills; cognitive achievement; Bayesian approach;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I29 - Health, Education, and Welfare - - Education - - - Other
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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