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Cognitive skills and economic performance: evidence from the recent international student assessment tests

Author

Listed:
  • Hüseyin Taştan

    (Yildiz Technical University)

  • Selin Erdoğan

    (Yildiz Technical University)

Abstract

This paper examines the empirical relationship between the quality of educational attainment and economic growth. It uses country scores from the recent international student assessment tests as a proxy for education quality and cognitive skills of the labor force along with data on education quantity (schooling) and several control variables. The student assessment data set includes two widely used international tests, PISA and TIMSS, spanning the periods 2000–2015, and 1995–2015, respectively. Empirical results from OLS and IV estimations indicate that cognitive skills component of human capital has a robust positive effect on growth performance whereas the impact of average years of schooling, after conditioning on test scores, is statistically insignificant. Results suggest that to improve the quality of human capital stock and spur economic growth, countries should focus more on developing national education policies designed to enhance students’ cognitive skills rather than merely increasing the number of schools.

Suggested Citation

  • Hüseyin Taştan & Selin Erdoğan, 2018. "Cognitive skills and economic performance: evidence from the recent international student assessment tests," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 8(3), pages 417-449, December.
    • Handle: RePEc:spr:eurase:v:8:y:2018:i:3:d:10.1007_s40822-018-0099-z
    DOI: 10.1007/s40822-018-0099-z
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    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Hanushek, Eric A. & Woessmann, Ludger, 2007. "The role of education quality for economic growth," Policy Research Working Paper Series 4122, The World Bank.
    3. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, December.
    4. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    5. Altinok, Nadir & Aydemir, Abdurrahman, 2017. "Does one size fit all? The impact of cognitive skills on economic growth," Journal of Macroeconomics, Elsevier, vol. 53(C), pages 176-190.
    6. Nadir Altinok, 2007. "Human Capital Quality and Economic Growth," Working Papers halshs-00132531, HAL.
    7. Jamison, Eliot A. & Jamison, Dean T. & Hanushek, Eric A., 2007. "The effects of education quality on income growth and mortality decline," Economics of Education Review, Elsevier, vol. 26(6), pages 771-788, December.
    8. Nadir Altinok & Claude Diebolt & Jean-Luc Demeulemeester, 2014. "A new international database on education quality: 1965--2010," Applied Economics, Taylor & Francis Journals, vol. 46(11), pages 1212-1247, April.
    9. Shiu-Sheng Chen & Ming-Ching Luoh, 2010. "Are Mathematics and Science Test Scores Good Indicators of Labor-Force Quality?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 96(1), pages 133-143, March.
    10. Rebelo, Sergio, 1991. "Long-Run Policy Analysis and Long-Run Growth," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 500-521, June.
    11. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    12. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    13. Eric A. Hanushek & Dongwook Kim, 1995. "Schooling, Labor Force Quality, and Economic Growth," NBER Working Papers 5399, National Bureau of Economic Research, Inc.
    14. 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.
    15. Lee, Doo Won & Lee, Tong Hun, 1995. "Human capital and economic growth Tests based on the international evaluation of educational achievement," Economics Letters, Elsevier, vol. 47(2), pages 219-225, February.
    16. Breton, Theodore R., 2011. "The quality vs. the quantity of schooling: What drives economic growth?," Economics of Education Review, Elsevier, vol. 30(4), pages 765-773, August.
    17. Axel Dreher & Noel Gaston, 2008. "Has Globalization Increased Inequality?," Review of International Economics, Wiley Blackwell, vol. 16(3), pages 516-536, August.
    18. Niklas Potrafke, 2015. "The Evidence on Globalisation," The World Economy, Wiley Blackwell, vol. 38(3), pages 509-552, March.
    19. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    20. Andrzej Cieslik, 2014. "Globalization And Human Development In Post-Transition Countries: Empirical Evidence From Panel Data," Oeconomia Copernicana, Institute of Economic Research, vol. 5(3), pages 7-27, September.
    21. 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.
    22. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
    23. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    24. Md. Rabiul Islam & James B. Ang & Jakob B. Madsen, 2014. "Quality-Adjusted Human Capital And Productivity Growth," Economic Inquiry, Western Economic Association International, vol. 52(2), pages 757-777, April.
    25. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    26. Serge Coulombe & Jean-François Tremblay, 2004. "Literacy, Human Capital and Growth," Working Papers 0407E, University of Ottawa, Department of Economics.
    27. Liana SON & Graţiela Georgiana NOJA & Mihai RITIVOIU & Roxana TOLTEANU, 2013. "Education and Economic Growth: an Empirical Analysis of Interdependencies and Impacts Based on Panel Data," Timisoara Journal of Economics and Business, West University of Timisoara, Romania, Faculty of Economics and Business Administration, vol. 6(19), pages 39-54.
    28. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
    29. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    30. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    31. Robert J. Barro, 2003. "Determinants of Economic Growth in a Panel of Countries," Annals of Economics and Finance, Society for AEF, vol. 4(2), pages 231-274, November.
    32. Ludger Vessman & Jerik Hanushek, 2007. "The role of education quality in economic growth (Part I)," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 86-116.
    33. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    34. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    More about this item

    Keywords

    Education quality; PISA test; TIMSS test; Economic growth;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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