IDEAS home Printed from https://ideas.repec.org/p/tin/wpaper/19990002.html
   My bibliography  Save this paper

Changing Returns to Education in Portugal during the 1980s and Early 1990s: OLS and quantile regression estimators

Author

Listed:
  • Joop Hartog

    (University of Amsterdam)

  • Pedro T. Pereira

    (Universidade Nova de Lisboa)

  • José A.C. Vieira

    (Universidade dos Azores)

Abstract

This paper examines the evolution of the returns to education in Portugal over the 1980s andearly 1990s. The main findings indicate that the returns to education have increased,particularly after joining the European Union in 1986. Since this occurred along with anincrease in the level of education within the labour force, the process is most likely demanddriven. The results also indicate that modelling on average (i.e. OLS) misses importantfeatures of the wage structure. Quantile regression (QR) analysis reveals that the effect ofeducation is not constant across the conditional wage distribution. They are higher for thoseat higher quantiles in the conditional wage distribution. Wage inequality expanded inPortugal over the 1980s and the returns to education had an important role in this process.

Suggested Citation

  • Joop Hartog & Pedro T. Pereira & José A.C. Vieira, 1999. "Changing Returns to Education in Portugal during the 1980s and Early 1990s: OLS and quantile regression estimators," Tinbergen Institute Discussion Papers 99-002/3, Tinbergen Institute.
    • Handle: RePEc:tin:wpaper:19990002
    as

    Download full text from publisher

    File URL: https://papers.tinbergen.nl/99002.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
    2. Duncan, Greg J. & Hoffman, Saul D., 1981. "The incidence and wage effects of overeducation," Economics of Education Review, Elsevier, vol. 1(1), pages 75-86, February.
    3. 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.
    4. Alfonso Alba-Ramírez, 1993. "Mismatch in the Spanish Labor Market: Overeducation?," Journal of Human Resources, University of Wisconsin Press, vol. 28(2), pages 259-278.
    5. David Card, 1994. "Earnings, Schooling, and Ability Revisited," Working Papers 710, Princeton University, Department of Economics, Industrial Relations Section..
    6. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    7. David Card, 1994. "Earnings, Schooling, and Ability Revisited," Working Papers 710, Princeton University, Department of Economics, Industrial Relations Section..
    8. Courakis, Anthony S, 1991. "Labour Skills and Human Capital in the Explanation of Trade Patterns," Oxford Economic Papers, Oxford University Press, vol. 43(3), pages 443-462, July.
    9. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    10. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    11. Hartog, Joop & Oosterbeek, Hessel, 1988. "Education, allocation and earnings in the Netherlands: 0verschooling?," Economics of Education Review, Elsevier, vol. 7(2), pages 185-194, April.
    12. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    13. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    14. Bernd Fitzenberger & Claudia Kurz, 2003. "New insights on earnings trends across skill groups and industries in West Germany," Empirical Economics, Springer, vol. 28(3), pages 479-514, July.
    15. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    16. Sicherman, Nachum, 1991. ""Overeducation" in the Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 9(2), pages 101-122, April.
    17. Hartog, Joop, 1986. "Allocation and the Earnings Function," Empirical Economics, Springer, vol. 11(2), pages 97-110.
    18. repec:fth:prinin:331 is not listed on IDEAS
    19. Buchinsky, Moshe, 1995. "Quantile regression, Box-Cox transformation model, and the U.S. wage structure, 1963-1987," Journal of Econometrics, Elsevier, vol. 65(1), pages 109-154, January.
    20. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    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. Pedro Telhado Pereira & Pedro Silva Martins, 2000. "Does education reduce wage inequality? Quantile regressions evidence from fifteen European countries," Nova SBE Working Paper Series wp379, Universidade Nova de Lisboa, Nova School of Business and Economics.
    2. Fatma El-Hamidi, 2009. "Education-Occupation Mismatch and the Effect on Wages of Egyptian Workers," Working Papers 474, Economic Research Forum, revised Mar 2009.
    3. Ljubica Nedelkoska & Frank Neffke, 2019. "Skill Mismatch and Skill Transferability: Review of Concepts and Measurements," Papers in Evolutionary Economic Geography (PEEG) 1921, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2019.
    4. Rolf van der Velden & Mark Levels & Jim Allen, 2014. "Educational mismatches and skills: New empirical tests of old hypotheses," Investigaciones de Economía de la Educación volume 9, in: Adela García Aracil & Isabel Neira Gómez (ed.), Investigaciones de Economía de la Educación 9, edition 1, volume 9, chapter 34, pages 655-680, Asociación de Economía de la Educación.
    5. Joaquin Turmo-Garuz & M.-Teresa Bartual-Figueras & Francisco-Javier Sierra-Martinez, 2019. "Factors Associated with Overeducation Among Recent Graduates During Labour Market Integration: The Case of Catalonia (Spain)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(3), pages 1273-1301, August.
    6. Balestra, Simone & Backes-Gellner, Uschi, 2017. "Heterogeneous returns to education over the wage distribution: Who profits the most?," Labour Economics, Elsevier, vol. 44(C), pages 89-105.
    7. 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.
    8. Behrman, Jere R., 1996. "Measuring the effectiveness of schooling policies in developing countries: Revisiting issues of methodology," Economics of Education Review, Elsevier, vol. 15(4), pages 345-364, October.
    9. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    10. Garcia-Mainar, Inmaculada & Montuenga-Gomez, Victor M., 2005. "Education returns of wage earners and self-employed workers: Portugal vs. Spain," Economics of Education Review, Elsevier, vol. 24(2), pages 161-170, April.
    11. Aysit Tansel & Fatma Bircan Bodur, 2012. "Wage Inequality and Returns to Education in Turkey: A Quantile Regression Analysis," Review of Development Economics, Wiley Blackwell, vol. 16(1), pages 107-121, February.
    12. Adriaan Kalwij, 2000. "Estimating the economic return to schooling on the basis of panel data," Applied Economics, Taylor & Francis Journals, vol. 32(1), pages 61-71.
    13. de Baldini Rocha, Maúna Soares & Ponczek, Vladimir, 2011. "The effects of adult literacy on earnings and employment," Economics of Education Review, Elsevier, vol. 30(4), pages 755-764, August.
    14. Barros, Carlos Pestana & Nunes, Francisco, 2008. "Social capital in non-profit organizations: A multi-disciplinary perspective," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(4), pages 1554-1569, August.
    15. Corrado Andini, 2022. "Tertiary education for all and wage inequality: policy insights from quantile regression," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 50(6), pages 1281-1296, November.
    16. Lourdes Badillo-Amador & Antonio García-Sánchez & Luis Vila, 2005. "Mismatches in the Spanish Labor Market: Education vs. Competence Match," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 11(1), pages 93-109, February.
    17. García Ramos, Yboon & Flores-Bazán, Fabian & Nicolas Hadjisavvas, 2017. "About the sum of quasiconvex functions," Working Papers 17-07, Centro de Investigación, Universidad del Pacífico.
    18. Ingrid Linsley, 2005. "Causes of Overeducation in the Australian Labour Market," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(2), pages 121-143, June.
    19. Jose Antonio Cabral Vieira & Joao Pedro Couto & Maria Teresa Tiago, 2006. "Regional Differences in Returns to Education in Portugal," ERSA conference papers ersa06p44, European Regional Science Association.
    20. Pamela Giustinelli, 2004. "Quantile Regression Evidence on Italian Education Returns," Rivista di Politica Economica, SIPI Spa, vol. 94(6), pages 49-100, November-.

    More about this item

    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:tin:wpaper:19990002. 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: Tinbergen Office +31 (0)10-4088900 (email available below). General contact details of provider: https://edirc.repec.org/data/tinbenl.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.