IDEAS home Printed from https://ideas.repec.org/a/ers/ijebaa/vivy2016i1p86-109.html
   My bibliography  Save this article

Convergence on Alternative Human Capital Proxy Variables: A Cross Country Empirical Investigation

Author

Listed:
  • D. Stamatakis

Abstract

This article conducts an empirical investigation comparing human capital convergence in three country groups of significantly different development levels: G7, developed and less developed. The contribution of this work is that Human capital evaluation surpasses enrolment and/or attainment rates. In addition to enrollment rates and government spending, alternative factors that determine the contribution of human capital are incorporated, such as book availability, researchers per capita and students per teacher. The results indicate moderate evidence of convergence among the three-country groups when 'traditional' variables are included. Nevertheless, the convergence 'picture' becomes remarkably transformed in reference to unconventional human capital proxies; indicating the incapacity of traditional variables to capture the complexity of human capital creation, implying the existence of a 'convergence trap' that emphasizes on ‘more’ qualitative variables -ignored by traditional variables, suggesting a possible scenario of worldwide polarization, ultimately reinforced by political factors.

Suggested Citation

  • D. Stamatakis, 2016. "Convergence on Alternative Human Capital Proxy Variables: A Cross Country Empirical Investigation," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 86-109.
  • Handle: RePEc:ers:ijebaa:v:iv:y:2016:i:1:p:86-109
    as

    Download full text from publisher

    File URL: http://www.ersj.eu/repec/ers/pijeba/16_1_p6.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Jan Fagerberg & Bart Verspagen & G. N. von Tunzelmann (ed.), 1994. "The Dynamics Of Technology, Trade And Growth," Books, Edward Elgar Publishing, number 163.
    3. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    4. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    5. Lucas, Robert E, Jr, 1990. "Why Doesn't Capital Flow from Rich to Poor Countries?," American Economic Review, American Economic Association, vol. 80(2), pages 92-96, May.
    6. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    7. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    8. 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.
    9. Eric A. Hanushek & Dongwook Kim, 1995. "Schooling, Labor Force Quality, and Economic Growth," NBER Working Papers 5399, National Bureau of Economic Research, Inc.
    10. Bernard, Andrew B & Durlauf, Steven N, 1995. "Convergence in International Output," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 97-108, April-Jun.
    11. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    12. Petrakis, P. E. & Stamatakis, D., 2002. "Growth and educational levels: a comparative analysis," Economics of Education Review, Elsevier, vol. 21(5), pages 513-521, October.
    13. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    14. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    15. Kyriacou, George A., 1991. "Level and Growth Effects of Human Capital: A Cross-Country Study of the Convergence Hypothesis," Working Papers 91-26, C.V. Starr Center for Applied Economics, New York University.
    16. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    17. Andrew B. Bernard & Steven N. Durlauf, 1991. "Convergence of International Output Movements," NBER Working Papers 3717, National Bureau of Economic Research, Inc.
    18. Psacharopoulos, George, 1989. "Time trends of the returns to education: Cross-national evidence," Economics of Education Review, Elsevier, vol. 8(3), pages 225-231, June.
    19. Bourguignon, Francois, 1979. "Decomposable Income Inequality Measures," Econometrica, Econometric Society, vol. 47(4), pages 901-920, July.
    20. Evzen Kocenda & Jan Hanousek, 1998. "Integration of Emergency Equity Markets: Major Asian Players," Korean Economic Review, Korean Economic Association, vol. 14, pages 99-113.
    21. Tamura, Robert, 1991. "Income Convergence in an Endogenous Growth Model," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 522-540, June.
    22. Ram, Rati, 1995. "Intercountry and intracountry inequalities in school enrollments: A broad international perspective," Economics of Education Review, Elsevier, vol. 14(4), pages 363-372, December.
    23. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    24. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    25. Ben-David, D., 1995. "Measuring Income Convergence an Alternative Test," Papers 41-95, Tel Aviv.
    26. Dan Ben-David, 1993. "Equalizing Exchange: Trade Liberalization and Income Convergence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 653-679.
    27. Peter S. Albin, 1970. "Poverty, Education, and Unbalanced Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(1), pages 70-84.
    28. Gary S. Becker, 1975. "Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Books, National Bureau of Economic Research, Inc, number beck75-1.
    29. Wolff, Edward N., 2000. "Human capital investment and economic growth: exploring the cross-country evidence," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 433-472, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Petrovskaya N.E. & Kozyr N.S. & Nasybullina V.P., 2018. "G20 Competitiveness in Human Development," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 914-922.
    2. Barbara Dañska-Borsiak, 2023. "Human capital convergence in European NUTS 2 regions," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(2), pages 367-392, June.
    3. repec:ers:journl:v:v:y:2017:i:4:p:35-55 is not listed on IDEAS
    4. Cismas Laura Mariana & Miculescu Andra & Otil Maria, 2017. "Human Capital and Its Influence on Sustained Economic Growth in Romania," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(4), pages 35-55.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Petrakis, P.E. & Stamatakis, D., 2005. "Human capital, growth and convergence traps: Implications from a cross-country analysis," Proceedings of the German Development Economics Conference, Kiel 2005 26, Verein für Socialpolitik, Research Committee Development Economics.
    2. ?gel de la Fuente, "undated". "Convergence Across Countries And Regions: Theory And Empirics," UFAE and IAE Working Papers 447.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    3. E. Tsanana & X. Chapsa & C. Katrakilidis, 2016. "Is growth corrupted or bureaucratic? Panel evidence from the enlarged EU," Applied Economics, Taylor & Francis Journals, vol. 48(33), pages 3131-3147, July.
    4. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    5. Petrakis, P. E. & Stamatakis, D., 2002. "Growth and educational levels: a comparative analysis," Economics of Education Review, Elsevier, vol. 21(5), pages 513-521, October.
    6. Sylwia Zajączkowska-Jakimiak, 2006. "Wiedza techniczna i kapitał ludzki w teorii wzrostu gospodarczego," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 11-12, pages 47-69.
    7. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    8. Harashima, Taiji, 2012. "A Theory of Intelligence and Total Factor Productivity: Value Added Reflects the Fruits of Fluid Intelligence," MPRA Paper 43151, University Library of Munich, Germany.
    9. Erich Gundlach, 1997. "Human capital and economic development: A macroeconomic assessment," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 32(1), pages 23-35, January.
    10. de la Fuente, Angel, 1997. "The empirics of growth and convergence: A selective review," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 23-73, January.
    11. Les OXxley & Ttrinh Le & John Gibson, 2008. "Measuring Human Capital: Alternative Methods and International Evidence," Korean Economic Review, Korean Economic Association, vol. 24, pages 283-344.
    12. Trinh Le & John Gibson & Les Oxley, 2005. "Measures of human capital: A review of the literature," Treasury Working Paper Series 05/10, New Zealand Treasury.
    13. Pozzolo, Alberto Franco, 2004. "Endogenous Growth in Open Economies - A Survey of Major Results," Economics & Statistics Discussion Papers esdp04020, University of Molise, Department of Economics.
    14. Evans, Paul & Karras, Georgios, 1996. "Convergence revisited," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 249-265, April.
    15. Mushtaq Ahmad Malik & Tariq Masood, 2022. "Dynamics of Output Growth and Convergence in the Middle East and North African Countries: Heterogeneous Panel ARDL Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1444-1469, June.
    16. Giménez, Gregorio, 2005. "The human capital endowment of Latin America and the Caribbean," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
    17. Mariya Neycheva, 2010. "Does public expenditure on education matter for growth in Europe? A comparison between old EU member states and post-communist economies," Post-Communist Economies, Taylor & Francis Journals, vol. 22(2), pages 141-164.
    18. Kenneth Button, 2011. "The Economist’s Perspective on Regional Endogenous Development," Chapters, in: Robert Stimson & Roger R. Stough & Peter Nijkamp (ed.), Endogenous Regional Development, chapter 2, Edward Elgar Publishing.
    19. Maria Neycheva, 2008. "Public Expenditure for Education and Economic Growth," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 6, pages 67-81.
    20. Andrew Bernard & Márcio Gomes Pinto Garcia, 1997. "Public and private provision of infrastructure and economic development," Textos para discussão 375, Department of Economics PUC-Rio (Brazil).

    More about this item

    Keywords

    Economic Development; Growth; convergence; Developing Country; Developmental State; Innovation; Least Developed Country; human capital; education;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ers:ijebaa:v:iv:y:2016:i:1:p:86-109. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Marios Agiomavritis (email available below). General contact details of provider: https://ijeba.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.