IDEAS home Printed from https://ideas.repec.org/p/ema/worpap/2008-38.html
   My bibliography  Save this paper

Intra-Firm Human Capital Externalities in Tunisia

Author

Listed:
  • Christophe Muller
  • Christophe J. Nordman

    (Université de Cergy-Pontoise, THEMA, 33, Bd. du Port, F-95000 Cergy, France,IRD
    DIAL, Paris. 4 rue d'Enghien 75010, Paris.)

Abstract

In this case-study, we use matched worker-firm Tunisian data to elicit the roles of intra-firm human capital and modern firm features in worker remunerations. We show that the estimated return to education in wage equations is not modified when replacing in the list of regressors the firm dummies, representing observed and unobserved firm heterogeneity, by the first three factors of a Principal Component Analysis of the observed firm characteristics. These factors can be interpreted as: the activity sector, the intra-firm human capital density and the modernity of the firm. These results constitute an interesting argument in favour of the presence of intra-firm human capital externalities. Moreover, the estimated education coefficient does not change when the three factors are replaced by three surrogate variables, respectively: the textile industry dummy, the intra-firm mean education, and the firm’s age.

Suggested Citation

  • Christophe Muller & Christophe J. Nordman, 2008. "Intra-Firm Human Capital Externalities in Tunisia," THEMA Working Papers 2008-38, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  • Handle: RePEc:ema:worpap:2008-38
    as

    Download full text from publisher

    File URL: http://thema.u-cergy.fr/IMG/documents/2008-38.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
    2. Christophe Nordman, 2002. "Diffusion du capital humain et effets d'entreprise. Approche par frontière de gains sur données appariées marocaines et tunisiennes," Revue économique, Presses de Sciences-Po, vol. 53(3), pages 647-658.
    3. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    4. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    5. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    6. Christophe Muller & Christophe Nordman, 2004. "Which Human Capital Matters For Rich And Poor'S Wages: Evidence From Matched Worker-Firm Data From Tunisia," Working Papers. Serie AD 2004-28, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    7. Rubiana Chamarbagwala, 2008. "Regional Returns to Education, Child Labour and Schooling in India," Journal of Development Studies, Taylor & Francis Journals, vol. 44(2), pages 233-257.
    8. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    9. repec:eee:labchp:v:3:y:1999:i:pb:p:2859-2939 is not listed on IDEAS
    10. Behrman, Jere R., 1999. "Labor markets in developing countries," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 43, pages 2859-2939, Elsevier.
    11. Rama, Martin, 1998. "How Bad Is Unemployment in Tunisia? Assessing Labor Market Efficiency in a Developing Country," The World Bank Research Observer, World Bank, vol. 13(1), pages 59-77, February.
    12. Hoddinott, John, 1996. "Wages and Unemployment in an Urban African Labour Market," Economic Journal, Royal Economic Society, vol. 106(439), pages 1610-1626, November.
    13. Sahn, David E. & Alderman, Harold, 1988. "The effects of human capital on wages, and the determinants of labor supply in a developing country," Journal of Development Economics, Elsevier, vol. 29(2), pages 157-183, September.
    14. Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
    15. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-293, March.
    16. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    17. Goux, Dominique & Maurin, Eric, 1999. "Persistence of Interindustry Wage Differentials: A Reexamination Using Matched Worker-Firm Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 492-533, July.
    18. José A. F. Machado & José Mata, 2001. "Earning functions in Portugal 1982-1994: Evidence from quantile regressions," Empirical Economics, Springer, vol. 26(1), pages 115-134.
    19. Angrist, Joshua D & Lavy, Victor, 1997. "The Effect of a Change in Language of Instruction on the Returns to Schooling in Morocco," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 48-76, January.
    20. Samer Al-Samarrai & Barry Reilly, 2008. "Education, Employment and Earnings of Secondary School and University Leavers in Tanzania: Evidence from a Tracer Study," Journal of Development Studies, Taylor & Francis Journals, vol. 44(2), pages 258-288.
    21. Kölling, Arnd & Schnabel, Claus & Wagner, Joachim, 2002. "Establishment Age and Wages: Evidence from German Linked Employer-Employee Data," IZA Discussion Papers 679, Institute of Labor Economics (IZA).
    22. Abowd, John M. & Kramarz, Francis & Margolis, David N. & Troske, Kenneth R., 2001. "The Relative Importance of Employer and Employee Effects on Compensation: A Comparison of France and the United States," Journal of the Japanese and International Economies, Elsevier, vol. 15(4), pages 419-436, December.
    23. Rubiana Chamarbagwala, 2004. "Returns to Education, Child Labor, & Schooling in India," Development and Comp Systems 0410003, University Library of Munich, Germany.
    24. Christophe Nordman & François-Charles Wolff, 2008. "Islands through the glass ceiling? Evidence of gender wage gaps in Madagascar and Mauritius," Working Papers DT/2008/02, DIAL (Développement, Institutions et Mondialisation).
    25. Moshe Buchinsky, 2001. "Quantile regression with sample selection: Estimating women's return to education in the U.S," Empirical Economics, Springer, vol. 26(1), pages 87-113.
    26. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    27. Abowd, John M. & Kramarz, Francis, 1999. "The analysis of labor markets using matched employer-employee data," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 40, pages 2629-2710, Elsevier.
    28. Christophe Muller & Christophe Nordman, 2005. "Human capital and wages in two leading industries in Tunisia: evidence from matched worker-firm data," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 48(1-2), pages 183-208.
    29. Harminder Battu & Clive R. Belfield & Peter J. Sloane, 2003. "Human Capital Spillovers within the Workplace: Evidence for Great Britain," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 575-594, December.
    30. William T. Dickens & Lawrence F. Katz, 1986. "Interindustry Wage Differences and Industry Characteristics," NBER Working Papers 2014, National Bureau of Economic Research, Inc.
    31. Hahn, Jinyong, 1995. "Bootstrapping Quantile Regression Estimators," Econometric Theory, Cambridge University Press, vol. 11(1), pages 105-121, February.
    32. Frazer, Garth, 2006. "Learning the master's trade: Apprenticeship and human capital in Ghana," Journal of Development Economics, Elsevier, vol. 81(2), pages 259-298, 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. Christophe Muller & Christophe J. Nordman, 2017. "Wages and on-the-job training in Tunisia," Middle East Development Journal, Taylor & Francis Journals, vol. 9(2), pages 294-318, July.
    2. Zara Liaqat & Jeffrey Nugent, 2015. "Under-provision of private training by MENA firms: what to Do about It?," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-29, December.

    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. repec:dau:papers:123456789/10593 is not listed on IDEAS
    2. Christophe Muller & Christophe Nordman, 2004. "Which Human Capital Matters For Rich And Poor'S Wages: Evidence From Matched Worker-Firm Data From Tunisia," Working Papers. Serie AD 2004-28, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    3. repec:dau:papers:123456789/4462 is not listed on IDEAS
    4. Christophe Muller & Christophe Nordman, 2005. "Human capital and wages in two leading industries in Tunisia: evidence from matched worker-firm data," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 48(1-2), pages 183-208.
    5. Christophe Muller & Christophe J. Nordman, 2017. "Wages and on-the-job training in Tunisia," Middle East Development Journal, Taylor & Francis Journals, vol. 9(2), pages 294-318, July.
    6. repec:dau:papers:123456789/4377 is not listed on IDEAS
    7. Mohamed Jellal & Christophe Nordman & Francois-Charles Wolff, 2008. "Evidence on the glass ceiling effect in France using matched worker-firm data," Applied Economics, Taylor & Francis Journals, vol. 40(24), pages 3233-3250.
    8. Wiji Arulampalam & Alison Booth & Mark Bryan, 2010. "Are there asymmetries in the effects of training on the conditional male wage distribution?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(1), pages 251-272, January.
    9. Gruetter, Max & Lalive, Rafael, 2009. "The importance of firms in wage determination," Labour Economics, Elsevier, vol. 16(2), pages 149-160, April.
    10. Christophe Muller & Christophe J. Nordman, 2014. "Task organization, human capital, and wages in Moroccan exporting firms," Middle East Development Journal, Taylor & Francis Journals, vol. 6(2), pages 175-198, July.
    11. Christophe J. Nordman & François-Charles Wolff, 2009. "Is There a Glass Ceiling in Morocco? Evidence from Matched Worker--Firm Data," Journal of African Economies, Centre for the Study of African Economies, vol. 18(4), pages 592-633, August.
    12. Michael Chletsos & Stelios Roupakias, 2020. "Education and wage inequality before and during the fiscal crisis: A quantile regression analysis for Greece 2006–2016," Review of Development Economics, Wiley Blackwell, vol. 24(4), pages 1333-1364, November.
    13. Tushar Agrawal, 2011. "Returns to education in India: Some recent evidence," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2011-017, Indira Gandhi Institute of Development Research, Mumbai, India.
    14. McMillen, Daniel P., 2008. "Changes in the distribution of house prices over time: Structural characteristics, neighborhood, or coefficients?," Journal of Urban Economics, Elsevier, vol. 64(3), pages 573-589, November.
    15. Maria Manuel Campos & Hugo Reis, 2018. "Returns to schooling in the Portuguese economy: a reassessment," Public Sector Economics, Institute of Public Finance, vol. 42(2), pages 215-242.
    16. Gustavo Canavire-Bacarreza & Luis C. Carvajal-Osorio, 2020. "Two Stories of Wage Dynamics in Latin America: Different Policies, Different Outcomes," Journal of Labor Research, Springer, vol. 41(1), pages 128-168, June.
    17. Robert Plasman & François Rycx & Ilan Tojerow, 2006. "Industry wage differentials, unobserved ability, and rent-sharing: evidence from matched employer-employee, 1992-2005," DULBEA Working Papers 06-14.RS, ULB -- Universite Libre de Bruxelles.
    18. Philip Du Caju & Gábor Kátay & Ana Lamo & Daphne Nicolitsas & Steven Poelhekke, 2010. "Inter-Industry Wage Differentials In EU Countries: What Do Cross-Country Time Varying Data Add to the Picture?," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 478-486, 04-05.
    19. Lee, Sokbae, 2007. "Endogeneity in quantile regression models: A control function approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1131-1158, December.
    20. Naércio Aquino Menezes-Filho & Marc-Andreas Muendler & Garey Ramey, 2008. "The Structure of Worker Compensation in Brazil, with a Comparison to France and the United States," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 324-346, May.
    21. Andrews, Martyn J. & Gill, Len & Schank, Thorsten & Upward, Richard, 2006. "High wage workers and low wage firms : negative assortative matching or statistical artefact?," Discussion Papers 42, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    22. Bosio, Giulio, 2009. "Temporary employment and wage gap with permanent jobs: evidence from quantile regression," MPRA Paper 16055, University Library of Munich, Germany.
    23. Evangelos M. Falaris, 2008. "A Quantile Regression Analysis of Wages in Panama," Review of Development Economics, Wiley Blackwell, vol. 12(3), pages 498-514, August.

    More about this item

    Keywords

    economic development; rate of returns; human capital; wage differentials; intra-firm knowledge externalities; Tunisia.;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

    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:ema:worpap:2008-38. 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: Stefania Marcassa (email available below). General contact details of provider: https://edirc.repec.org/data/themafr.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.