IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/63201.html
   My bibliography  Save this paper

From Learning to Knowing: A Psychological-Neurological Approach to Explain the Human Capital Formation Process

Author

Listed:
  • Tamilina, Larysa
  • Tamilina, Natalya

Abstract

By drawing on neurological and psychological theories of learning, our study introduces a new conceptual framework to analyse the role learning plays in knowledge and skill acquisition. Learning is modelled through four mechanisms defined as individuals' participation in formal, non-formal, and informal learning, as well as learning-by-doing. Our analysis suggests heterogeneity in how various learning mechanisms affect individuals' overall stock of knowledge and skills. Additionally, the proposed analytical framework points to the existence of an optimal sequence in which different learning forms should be pursued in order to maximise overall stocks of human capital. These propositions are tested with the Adult Literacy and Life Skills Survey data (2003) utilising a variety of statistical techniques.

Suggested Citation

  • 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.
  • Handle: RePEc:pra:mprapa:63201
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/63201/1/MPRA_paper_63201.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lawrence M. Kahn, 2007. "The Impact of Employment Protection Mandates on Demographic Temporary Employment Patterns: International Microeconomic Evidence," Economic Journal, Royal Economic Society, vol. 117(521), pages 333-356, June.
    2. Eric A. Hanushek & Guido Schwerdt & Ludger Woessmann & Lei Zhang, 2017. "General Education, Vocational Education, and Labor-Market Outcomes over the Lifecycle," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 48-87.
    3. Freeman, Richard & Schettkat, Ronald, 2001. "Skill Compression, Wage Differentials, and Employment: Germany vs the US," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 582-603, July.
    4. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    5. Kluve, Jochen & Lehmann, Hartmut & Schmidt, Christoph M., 1999. "Active Labor Market Policies in Poland: Human Capital Enhancement, Stigmatization, or Benefit Churning?," Journal of Comparative Economics, Elsevier, vol. 27(1), pages 61-89, March.
    6. Francine D. Blau & Lawrence M. Kahn, 2005. "Do Cognitive Test Scores Explain Higher U.S. Wage Inequality?," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 184-193, February.
    7. Lubyova, Martina & van Ours, Jan C., 1999. "Effects of Active Labor Market Programs on the Transition Rate from Unemployment into Regular Jobs in the Slovak Republic," Journal of Comparative Economics, Elsevier, vol. 27(1), pages 90-112, March.
    8. Edwin Leuven & Hessel Oosterbeek & Hans van Ophem, 2004. "Explaining international differences in male skill wage differentials by differences in demand and supply of skill," Economic Journal, Royal Economic Society, vol. 114(495), pages 466-486, April.
    9. 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.
    10. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    11. Panos, Sousounis, 2009. "The Impact of Work-Related Training on Employee Earnings: Evidence from Great Britain," MPRA Paper 14262, University Library of Munich, Germany.
    12. van Ours, J.C. & Lubyova, M., 1999. "Effects of active labour market programmes on the transition rate from unemployment into regular jobs in the Slovak Republic," Other publications TiSEM 742d0ca3-611a-4b55-a8c4-8, Tilburg University, School of Economics and Management.
    13. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 3, number 3, June.
    14. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 352-352.
    15. Puhani, Patrick A., 1999. "Estimating the effects of public training on Polish unemployment by way of the augmented matching function approach," ZEW Discussion Papers 99-38, ZEW - Leibniz Centre for European Economic Research.
    16. repec:sip:wpaper:11-003 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Annette Bergemann & Bernd Fitzenberger & Stefan Speckesser, 2009. "Evaluating the dynamic employment effects of training programs in East Germany using conditional difference-in-differences," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 797-823.
    2. Lechner Michael & Miquel Ruth & Wunsch Conny, 2007. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany After Unification," German Economic Review, De Gruyter, vol. 8(4), pages 468-509, December.
    3. Bukowski, Maciej & Lewandowski, Piotr & Koloch, Grzegorz & Baranowska, Anna & Magda, Iga & Szydlowski, Arkadiusz & Bober, Magda & Bieliński, Jacek & Zawistowski, Julian & Sarzalska, Malgorzata, 2008. "Employment in Poland 2007: Security on flexible labour market," MPRA Paper 14284, University Library of Munich, Germany.
    4. Kluve, Jochen & Lehmann, Hartmut & Schmidt, Christoph M., 2008. "Disentangling Treatment Effects of Active Labor Market Policies: The Role of Labor Force Status Sequences," Labour Economics, Elsevier, vol. 15(6), pages 1270-1295, December.
    5. Bergemann, Annette & Pohlan, Laura & Uhlendorff, Arne, 2017. "The impact of participation in job creation schemes in turbulent times," Labour Economics, Elsevier, vol. 47(C), pages 182-201.
    6. Lorenzo Cappellari & Paolo Castelnovo & Daniele Checchi & Marco Leonardi, 2016. "Skilled or educated? Educational reforms, human capital and earnings," DISCE - Working Papers del Dipartimento di Economia e Finanza def053, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    7. Checchi, Daniele & van de Werfhorst, Herman Gerbert, 2017. "Policies, Skills and Earnings: How Educational Inequality Affects Earnings Inequality," SocArXiv wn3h2, Center for Open Science.
    8. Choe, Chung & Flores-Lagunes, Alfonso & Lee, Sang-Jun, 2011. "Do Dropouts Benefit from Training Programs? Korean Evidence Employing Methods for Continuous Treatments," IZA Discussion Papers 6064, Institute of Labor Economics (IZA).
    9. Bergemann, Annette & Pohlan, Laura & Uhlendorff, Arne, 2016. "Job Creation Schemes in Turbulent Times," IZA Discussion Papers 10369, Institute of Labor Economics (IZA).
    10. Werner Eichhorst & Núria Rodríguez-Planas & Ricarda Schmidl & Klaus F. Zimmermann, 2015. "A Road Map to Vocational Education and Training in Industrialized Countries," ILR Review, Cornell University, ILR School, vol. 68(2), pages 314-337, March.
    11. Arnaud Dupuy & Lex Borghans, 2005. "Supply and demand, allocation and wage inequality: an international comparison," Applied Economics, Taylor & Francis Journals, vol. 37(9), pages 1073-1088.
    12. Holger Bonin & Ulf Rinne, 2014. "‘Beautiful Serbia’ - objective and subjective outcomes of active labour market policy in a transition economy," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 22(1), pages 43-67, January.
    13. 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.
    14. Mark C. Berger & John S. Earle & Klara Sabirianova, 2001. "Worker Training in a Restructuring Economy: Evidence from the Russian Transition," Book chapters authored by Upjohn Institute researchers, in: Soloman W. Polachek (ed.),Worker Wellbeing in a Changing Labor Market, pages 159-189, W.E. Upjohn Institute for Employment Research.
    15. Betcherman, Gordon & Olivas, Karina & Dar, Amit, 2004. "Impacts of active labor market programs : new evidence from evaluations with particular attention to developing and transition countries," Social Protection Discussion Papers and Notes 29142, The World Bank.
    16. Carneiro, Pedro & Heckman, James J., 2003. "Human Capital Policy," IZA Discussion Papers 821, Institute of Labor Economics (IZA).
    17. Stijn Broecke & Glenda Quintini & Marieke Vandeweyer, 2018. "Wage Inequality and Cognitive Skills: Reopening the Debate," NBER Chapters, in: Education, Skills, and Technical Change: Implications for Future US GDP Growth, pages 251-286, National Bureau of Economic Research, Inc.
    18. Chung Choe & Alfonso Flores-Lagunes & Sang-Jun Lee, 2015. "Do dropouts with longer training exposure benefit from training programs? Korean evidence employing methods for continuous treatments," Empirical Economics, Springer, vol. 48(2), pages 849-881, March.
    19. Todd, Petra E., 2012. "Effectiveness of interventions aimed at improving women's employability and quality of work : a critical review," Policy Research Working Paper Series 6189, The World Bank.
    20. Michael Lechner & Ruth Miquel & Conny Wunsch, 2007. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany After Unification," German Economic Review, Verein für Socialpolitik, vol. 8(4), pages 468-509, November.

    More about this item

    Keywords

    Lifelong learning; skill acquisition; neurology of learning; psychology of learning; economics of learning;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • J88 - Labor and Demographic Economics - - Labor Standards - - - Public Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:63201. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.