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Education, earnings and skills : a multi-country comparison

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  • Colm Harmon
  • Kevin Denny
  • Vincent O'Sullivan

Abstract

This paper uses the measures of basic skills (or functional literacy) in the International Adult Literacy Survey to examine the impact of education and basic skills on earnings across a large number of countries. We show that the estimated return to formal education is sensitive to the inclusion of these measures: excluding them biases the return to education upwards in many countries to a significant degree, usually 1 or 2 percentage points. In almost all countries, the test scores have a well-determined effect on earnings although there is considerable variation in the size of the effect. The highest returns to skills tend to be in English speaking countries. Comparing results across countries, the returns to education and the returns to basic skills are not correlated. The evidence suggests that there is considerable benefit in many countries for policy intervention to increase the skill levels of workers. This should not just be directed at dealing with low-skilled individuals – there are gains across the skills distribution.

Suggested Citation

  • Colm Harmon & Kevin Denny & Vincent O'Sullivan, 2003. "Education, earnings and skills : a multi-country comparison," Open Access publications 10197/649, School of Economics, University College Dublin.
  • Handle: RePEc:ucn:oapubs:10197/649
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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. Ishikawa, Mamoru & Ryan, Daniel, 2002. "Schooling, basic skills and economic outcomes," Economics of Education Review, Elsevier, vol. 21(3), pages 231-243, June.
    3. William W. Gould & Jeffrey Pitblado & Brian Poi, 2010. "Maximum Likelihood Estimation with Stata," Stata Press books, StataCorp LP, edition 4, number ml4, March.
    4. 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.
    5. Pryor,Frederic L. & Schaffer,David L., 1999. "Who's Not Working and Why," Cambridge Books, Cambridge University Press, number 9780521651523, February.
    6. 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.
    7. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, September.
    8. Mark B. Stewart, 1983. "On Least Squares Estimation when the Dependent Variable is Grouped," Review of Economic Studies, Oxford University Press, vol. 50(4), pages 737-753.
    9. Denny, Kevin & Harmon, Colm & Lydon, Raemonn, 2002. "Cross Country Evidence on the Returns to Education: Patterns and Explanations," CEPR Discussion Papers 3199, C.E.P.R. Discussion Papers.
    10. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
    11. John Cawley & James Heckman & Edward Vytlacil, 1998. "Understanding the Role of Cognitive Ability in Accounting for the Recent Rise in the Economic Return to Education," NBER Working Papers 6388, National Bureau of Economic Research, Inc.
    12. John Cawley & Karen Conneely & James Heckman & Edward Vytlacil, 1996. "Cognitive Ability, Wages, and Meritocracy," NBER Working Papers 5645, National Bureau of Economic Research, Inc.
    13. Francisco L. Rivera-Batiz, 1992. "Quantitative Literacy and the Likelihood of Employment among Young Adults in the United States," Journal of Human Resources, University of Wisconsin Press, vol. 27(2), pages 313-328.
    14. Boissiere, M & Knight, J B & Sabot, R H, 1985. "Earnings, Schooling, Ability, and Cognitive Skills," American Economic Review, American Economic Association, vol. 75(5), pages 1016-1030, December.
    15. Blackburn, McKinley L & Neumark, David, 1993. "Omitted-Ability Bias and the Increase in the Return to Schooling," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 521-544, July.
    16. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    17. Kevin Denny & Colm Harmon & Dorren McMahon & Sandra Redmond, 1999. "Literacy and Education in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 30(3), pages 215-226.
    18. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, April.
    19. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
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    Cited by:

    1. Marc Piopiunik, 2011. "Microeconometric Analyses of Education Production in Germany," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 40, December.
    2. 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.
    3. Mañé Vernet, Ferran, 2010. "El retorno a las competencias para los titulados universitarios catalanes," Working Papers 2072/179591, Universitat Rovira i Virgili, Department of Economics.
    4. Silva, Olmo, 2009. "Some Remarks on the Effectiveness of Primary Education Interventions," IZA Policy Papers 5, Institute of Labor Economics (IZA).
    5. J nos Kollo, 2013. "Patterns of Integration: Low Educated People and their Jobs in Norway, Italy and Hungary," Budapest Working Papers on the Labour Market 1315, Institute of Economics, Centre for Economic and Regional Studies.
    6. Concetta, MENDOLICCHIO, 2005. "Gender and private returns to education : a cross-European analysis," Discussion Papers (ECON - Département des Sciences Economiques) 2005056, Université catholique de Louvain, Département des Sciences Economiques.
    7. 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.
    8. Köllő, János, 2013. "Patterns of Integration: Low Educated People and their Jobs in Norway, Italy and Hungary," IZA Discussion Papers 7632, Institute of Labor Economics (IZA).
    9. Lorenzo Cappellari & Paolo Castelnovo & Daniele Checchi & Marco Leonardi, 2017. "Skilled or Educated? Educational Reforms, Human Capital, and Earnings," Research in Labor Economics, in: Solomon W. Polachek & Konstantinos Pouliakas & Giovanni Russo & Konstantinos Tatsiramos (ed.), Skill Mismatch in Labor Markets, volume 45, pages 173-197, Emerald Publishing Ltd.
    10. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    11. Vincenzo Scoppa, 2007. "Quality of Human and Physical Capital and Technological Gaps across Italian Regions," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 585-599.
    12. Kelly, Elish & McGuinness, Seamus & O'Connell, Philip J., 2012. "Literacy, Numeracy and Activation among the Unemployed," Research Series, Economic and Social Research Institute (ESRI), number RS25.
    13. Tamilina, Larysa & Tamilina, Natalya, 2013. "From Learning to Knowing: A Psychological-Neurological Approach to Explain the Human Capital Formation Process," MPRA Paper 63201, University Library of Munich, Germany.
    14. Mañé Vernet, Ferran & Miravet, Daniel, 2010. "An investigation on the pay-off to generic competences for core employees in Catalan manufacturing firms," Working Papers 2072/179595, Universitat Rovira i Virgili, Department of Economics.
    15. Aline Branche-Seigeot, 2013. "La valorisation des compétences de base sur le marché du travail français," Post-Print halshs-00794385, HAL.
    16. Kelly, Elish & McGuinness, Seamus & O'Connell, Philip J., 2012. "Literacy and Numeracy Difficulties in the Irish Workplace: Impact on Earnings and Training Expenditures," Research Series, Economic and Social Research Institute (ESRI), number RS27.

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