[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/17356.html
   My bibliography  Save this paper

Inequality in workers’ lifelong learning across european countries: Evidence from EU-SILC data-set

Author

Listed:
  • Biagetti, Marco
  • Scicchitano, Sergio
Abstract
The primary purpose of this paper is to explore the potential for EU-SILC data to deepen our understanding of the determinants of inequality in workers’ formal life-long learning (LLL) in Europe. In particular we investigate the incidence of personal, job-specific and firm-specific characteristics on the workers’ probability to undertake adult learning. To do so, we first estimate LLL incidence in the whole sample for men and women. Then we estimate separate 21 country-specific equations, for both sexes. This method allows to investigate cross-country gender differences and avoid unobserved heteroscedasticity due to sex, which we clearly find in the data. For the whole sample the results show that, for both men and women, formal LLL incidence is significantly higher among young, better educated, part-time and temporary workers, and lower among those who changed current job in the last year, employed in small firms and having low-skilled occupations. Furthermore, some gender differences for the whole sample emerge. When estimating separate equations for each country and for both sexes, a significant cross-country heterogeneity and a weaker significance of the coefficients come to light. In particular, a couple of relevant results emerge for Scandinavian countries with regard to the complementarity between past level of education and current adult learning. Finland is the only country in the sample in which, for both men and women, less educated workers are more likely to undertake formal LLL, thus making adult learning system able to avoid, for both men and women, existing inequality in human capital, as it results from education levels. Denmark is the only country where, for women, being less educated turns out to be the predictor with the greatest significant magnitude of the effect in the variation of the probability.

Suggested Citation

  • Biagetti, Marco & Scicchitano, Sergio, 2009. "Inequality in workers’ lifelong learning across european countries: Evidence from EU-SILC data-set," MPRA Paper 17356, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:17356
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/17356/1/MPRA_paper_17356.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carneiro, Pedro & Heckman, James J., 2003. "Human Capital Policy," IZA Discussion Papers 821, Institute of Labor Economics (IZA).
    2. Wooseok Ok & Peter Tergeist, 2003. "Improving Workers' Skills: Analytical Evidence and the Role of the Social Partners," OECD Social, Employment and Migration Working Papers 10, OECD Publishing.
    3. Brunello, Giorgio & Medio, Alfredo, 2001. "An explanation of international differences in education and workplace training," European Economic Review, Elsevier, vol. 45(2), pages 307-322, February.
    4. Asplund, Rita, 2004. "The Provision and Effects of Company Training. A brief review of the literature," Discussion Papers 907, The Research Institute of the Finnish Economy.
    5. Yatchew, Adonis & Griliches, Zvi, 1985. "Specification Error in Probit Models," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 134-139, February.
    6. Andrea Bassanini, 2004. "Improving skills for more and better jobs?," Post-Print halshs-00169612, HAL.
    7. J. Scott Long & Jeremy Freese, 2006. "Regression Models for Categorical Dependent Variables using Stata, 2nd Edition," Stata Press books, StataCorp LP, edition 2, number long2, March.
    8. Marianne Simonsen & Lars Skipper, 2008. "The Incidence and Intensity of Formal Lifelong Learning," Economics Working Papers 2008-07, Department of Economics and Business Economics, Aarhus University.
    9. Paul D. Allison, 1999. "Comparing Logit and Probit Coefficients Across Groups," Sociological Methods & Research, , vol. 28(2), pages 186-208, November.
    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. Agnieszka Chlon-Dominczak & Maciej Lis, 2013. "Does gender matter for lifelong learning activity?," IBS Working Papers 3/2013, Instytut Badan Strukturalnych.
    2. Wei-Bin ZHANG, 2014. "Gender Discrimination, Education and Economic Growth in a Generalized Uzawa-Lucas Two-Sector Model," Timisoara Journal of Economics and Business, West University of Timisoara, Romania, Faculty of Economics and Business Administration, vol. 7(1), pages 1-34.
    3. Wei-Bin Zhang, 2018. "Dynamic Interactions Between Health, Human Capital and Wealth," Academicus International Scientific Journal, Entrepreneurship Training Center Albania, issue 17, pages 122-145, March.
    4. Wei-Bin Zhang, 2016. "Gender-Differentiated Human Capital And Time Distributions In A Generalized Heckscher-Ohlin Model With Endogenous Physical Capital," Knowledge Horizons - Economics, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 8(2), pages 112-132, June.
    5. Jorge Calero & Josep-Oriol Escardíbul, 2014. "Barriers to non-formal professional training in Spain in periods of economic growth and crisis. An analysis with special attention to the effect of the previous human capital of workers," Working Papers 2014/12, Institut d'Economia de Barcelona (IEB).
    6. Jorge Calero & Josep-Oriol Escardíbul, 2014. "Barriers to non-formal professional training in Spain in periods of economic growth and crisis. An analysis with special attention to the effect of the previous human capital of workers," Working Papers 2014/12, Institut d'Economia de Barcelona (IEB).
    7. Agnieszka Chlon-Dominczak & Agnieszka Kaminska & Iga Magda, 2013. "Women as a Potential of the European Labour Force," IBS Policy Papers 1/2013, Instytut Badan Strukturalnych.
    8. Zhang Wei-Bin, 2012. "Education and Human Capital Accumulation in a Two -Sector Growth Model with Elastic Labor Supply," Scientific Annals of Economics and Business, Sciendo, vol. 59(1), pages 289-309, July.

    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. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute of Labor Economics (IZA).
    2. Giorgio Brunello & Maria De Paola, 2004. "Market Failures and the Under-Provision of Training," CESifo Working Paper Series 1286, CESifo.
    3. Richard Williams, 2010. "Fitting heterogeneous choice models with oglm," Stata Journal, StataCorp LP, vol. 10(4), pages 540-567, December.
    4. Marco Biagetti & Sergio Scichittano, 2014. "Is There a Heteroscedasticity due to Gender in the Adult Learning? A View from Europe," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 91-102.
    5. Bert Minne & Marc van der Steeg & Dinand Webbink, 2008. "Skill gaps in the EU: role for education and training policies," CPB Document 162, CPB Netherlands Bureau for Economic Policy Analysis.
    6. Charlie Tchinda & Marcus Dejardin, 2021. "Are Business Policy Measures in Response to the COVID-19 Pandemic to Be Equally Valued? An Exploration According to SMEs Owners’ Business Expectations," Sustainability, MDPI, vol. 13(21), pages 1-42, October.
    7. Wixe, Sofia & Nilsson, Pia & Naldi, Lucia & Westlund, Hans, 2017. "Disentangling Innovation in Small Food Firms: The role of External Knowledge, Support, and Collaboration," Working Paper Series in Economics and Institutions of Innovation 446, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    8. Asplund, Rita, 2004. "The Provision and Effects of Company Training. A brief review of the literature," Discussion Papers 907, The Research Institute of the Finnish Economy.
    9. Giorgio Brunello & Francesca Gambarotto, 2004. "Agglomeration Effects on Employer-Provided Training: Evidence from the UK," CESifo Working Paper Series 1150, CESifo.
    10. Gerard J. van den Berg & Christine Dauth & Pia Homrighausen & Gesine Stephan, 2023. "Informing employees in small and medium‐sized firms about training: Results of a randomized field experiment," Economic Inquiry, Western Economic Association International, vol. 61(1), pages 162-178, January.
    11. Francesca Sgobbi, 2016. "Train the worst or train the best? The determinants of employer-sponsored training in five European countries," Working Papers 29, Birkbeck Centre for Innovation Management Research, revised Jan 2016.
    12. Brunello, Giorgio & Gambarotto, Francesca, 2007. "Do spatial agglomeration and local labor market competition affect employer-provided training? Evidence from the UK," Regional Science and Urban Economics, Elsevier, vol. 37(1), pages 1-21, January.
    13. Elyakim Kislev, 2017. "Deciphering the ‘Ethnic Penalty’ of Immigrants in Western Europe: A Cross-Classified Multilevel Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(2), pages 725-745, November.
    14. Badescu, Mircea & Loi, Massimo, 2010. "Participation in training of adult workers in European countries. Evidences from recent surveys," MPRA Paper 32202, University Library of Munich, Germany.
    15. Richard Williams, 2009. "Using Heterogeneous Choice Models to Compare Logit and Probit Coefficients Across Groups," Sociological Methods & Research, , vol. 37(4), pages 531-559, May.
    16. Budría, Santiago & Pereira, Pedro T., 2004. "On the Returns to Training in Portugal," IZA Discussion Papers 1429, Institute of Labor Economics (IZA).
    17. Rita Asplund, 2005. "The Provision and Effects of Company Training: A Brief Review of the Literature," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 31, pages 47-73.
    18. Sofia Wixe & Pia Nilsson & Lucia Naldi & Hans Westlund, 2023. "The role of collaboration and external knowledge for innovation in small food firms," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(1), pages 135-155, February.
    19. Jinsuk Yang & Qing Hao & Mahmut Yaşar, 2023. "Institutional investors and cross‐border mergers and acquisitions: The 2000–2018 period," International Review of Finance, International Review of Finance Ltd., vol. 23(3), pages 553-583, September.
    20. Andersson, Christian, 2007. "Teacher density and student achievement in Swedish compulsory schools," Working Paper Series 2007:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.

    More about this item

    Keywords

    education; training; lifelong learning; human capital; inequality; Europe;
    All these keywords.

    JEL classification:

    • J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:17356. 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.