IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/4040.html
   My bibliography  Save this paper

Estimating the returns to education : accounting for heterogeneity in ability

Author

Listed:
  • Patrinos, Harry Anthony
  • Ridao-Cano, Cris
  • Sakellariou, Chris

Abstract

Typically estimates of the benefits of education investments show average private rates of return for the average individual. The average may not be useful for policy. An examination of the distribution of the returns across individuals is needed. The few studies that have examined these patterns focus on high-income countries, showing investments to be more profitable at the top of the income distribution. The implication is that investments may increase inequality. Extending the analysis to 16 East Asian and Latin American countries the authors observe mixed evidence in middle-income countries and decreasing returns in low-income countries. Such differences between countries could be due to more job mobility in industrial countries, scarcity of skills, or differential exposure to market forces.

Suggested Citation

  • Patrinos, Harry Anthony & Ridao-Cano, Cris & Sakellariou, Chris, 2006. "Estimating the returns to education : accounting for heterogeneity in ability," Policy Research Working Paper Series 4040, The World Bank.
  • Handle: RePEc:wbk:wbrwps:4040
    as

    Download full text from publisher

    File URL: http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2006/10/16/000016406_20061016162824/Rendered/PDF/wps4040.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:pru:wpaper:33 is not listed on IDEAS
    2. David Card, 1994. "Earnings, Schooling, and Ability Revisited," Working Papers 710, Princeton University, Department of Economics, Industrial Relations Section..
    3. van Ophem, Hans, 1993. "A Modified Switching Regression Model for Earnings Differentials between the Public and Private Sectors in the Netherlands," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 215-224, May.
    4. 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.
    5. 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.
    6. Topel, Robert, 1999. "Labor markets and economic growth," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 44, pages 2943-2984, Elsevier.
    7. Dearden, Lorraine, et al, 2002. "The Returns to Academic and Vocational Qualifications in Britain," Bulletin of Economic Research, Wiley Blackwell, vol. 54(3), pages 249-274, July.
    8. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    9. Claudio Lucifora & Dominique Meurs, 2006. "The Public Sector Pay Gap In France, Great Britain And Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 43-59, March.
    10. 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.
    11. Moulton, Brent R, 1990. "A Reexamination of the Federal-Private Wage Differential in the United States," Journal of Labor Economics, University of Chicago Press, vol. 8(2), pages 270-293, April.
    12. Mwabu, Germano & Schultz, T Paul, 1996. "Education Returns across Quantiles of the Wage Function: Alternative Explanations for Returns to Education by Race in South Africa," American Economic Review, American Economic Association, vol. 86(2), pages 335-339, May.
    13. Rees, Hedley & Shah, Anup, 1995. "Public-Private Sector Wage Differential in the U.K," The Manchester School of Economic & Social Studies, University of Manchester, vol. 63(1), pages 52-68, March.
    14. Santiago Budría & Pedro Telhado-Pereira, 2011. "Educational Qualifications And Wage Inequality: Evidence For Europe," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(2), pages 5-34, Autumn.
    15. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    16. Sourafel Girma & Abbi Kedir, 2003. "Is Education More Benficial to the Less Able? Eocnometric Evidence from Ethiopia," Discussion Papers in Economics 03/1, Division of Economics, School of Business, University of Leicester.
    17. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    18. Omar Arias & Walter Sosa-Escudero & Kevin F. Hallock, 2001. "Individual heterogeneity in the returns to schooling: instrumental variables quantile regression using twins data," Empirical Economics, Springer, vol. 26(1), pages 7-40.
    19. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
    20. Psacharopoulos, George, 1979. "On the weak versus the strong version of the screening hypothesis," Economics Letters, Elsevier, vol. 4(2), pages 181-185.
    21. Orley Ashenfelter & Cecilia Rouse, 1998. "Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 253-284.
    22. Paul Schultz, T., 2004. "School subsidies for the poor: evaluating the Mexican Progresa poverty program," Journal of Development Economics, Elsevier, vol. 74(1), pages 199-250, June.
    23. Rebecca M. Blank, 1994. "Public Sector Growth and Labor Market Flexibility: The United States versus the United Kingdom," NBER Chapters, in: Social Protection versus Economic Flexibility: Is There a Trade-Off?, pages 223-264, National Bureau of Economic Research, Inc.
    24. Blackaby, D. H. & Murphy, P. D. & O'Leary, N. C., 1999. "The payment of public sector workers in the UK: reconciliation with North American findings," Economics Letters, Elsevier, vol. 65(2), pages 239-243, November.
    25. Mueller, Richard E., 1998. "Public-private sector wage differentials in Canada: evidence from quantile regressions," Economics Letters, Elsevier, vol. 60(2), pages 229-235, August.
    26. Richard Disney & Amanda Gosling, 1998. "Does it pay to work in the public sector?," Fiscal Studies, Institute for Fiscal Studies, vol. 19(4), pages 347-374, November.
    27. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    28. James M. Poterba & Kim S. Rueben, 1994. "The Distribution of Public Sector Wage Premia: New Evidence Using Quantile Regression Methods," NBER Working Papers 4734, National Bureau of Economic Research, Inc.
    29. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    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. Eduardo Borensztein & Eduardo Cavallo & Patricio Valenzuela, 2009. "Debt Sustainability Under Catastrophic Risk: The Case for Government Budget Insurance," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 12(2), pages 273-294, September.
    2. Marcela Meléndez Arjona & Arturo Harker Roa, 2008. "Revisiting economic growth in Colombia. A microeconomic perspective," Working Papers Series. Documentos de Trabajo 9137, Fedesarrollo.
    3. Gonzalez, Naihobe & Oyelere, Ruth Uwaifo, 2011. "Are returns to education on the decline in Venezuela and does Mission Sucre have a role to play?," Economics of Education Review, Elsevier, vol. 30(6), pages 1348-1369.
    4. Simona Grassi & Ching-to Ma, 2010. "Subsidy design: wealth versus benefits," Journal of Economics, Springer, vol. 101(1), pages 49-72, September.
    5. Kadir, Kadir & Weni Lidya, Sukma, 2019. "Returns to Education and Wages Distribution in Indonesia: A Comparison across Gender Groups," MPRA Paper 94929, University Library of Munich, Germany, revised 25 Apr 2019.
    6. Le Wang, 2013. "How Does Education Affect the Earnings Distribution in Urban China?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 435-454, June.
    7. Barry R. Chiswick & Paul W. Miller, 2018. "Do native-born bilinguals in the US earn more?," Review of Economics of the Household, Springer, vol. 16(3), pages 563-583, September.
    8. Driouchi, Ahmed & Zouag, Nada, 2010. "Internal Mobility and Likelihood of Skill Losses in Localities of Emigration: Theory and Preliminary Empirical Application to Some Developing Economies," MPRA Paper 21799, University Library of Munich, Germany, revised 01 Apr 2010.
    9. Bosworth, Barry & Collins, Susan M. & Virmani, Arvind, 2007. "Sources of Growth in the Indian Economy," India Policy Forum, National Council of Applied Economic Research, vol. 3(1), pages 1-69.
    10. Muhammed Refeque & P. Azad, 2022. "How do linguistic and technical skills affect earnings in India?," Indian Economic Review, Springer, vol. 57(1), pages 23-57, June.
    11. Yubilianto, 2020. "Return to education and financial value of investment in higher education in Indonesia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-28, December.
    12. Susan Namirembe Kavuma & Oliver Morrissey & Richard Upward, 2015. "Private Returns to Education for Wage-employees and the Self-employed in Uganda," WIDER Working Paper Series wp-2015-021, World Institute for Development Economic Research (UNU-WIDER).
    13. Kendrick, Neil, 2013. "Educação para todos –“free to those who can afford it”: human capital and inequality persistence in 21st c Brazil," Economic History Working Papers 50970, London School of Economics and Political Science, Department of Economic History.
    14. Tran, Tuyen Quang & Hung Pham, Hiep & Thi Vo, Hoa & Thuy Luu, Hong & Mai Nguyen, Huong, 2019. "Local governance, education and occupation-education mismatch: Heterogeneous effects on wages in a lower middle income economy," International Journal of Educational Development, Elsevier, vol. 71(C).
    15. Ian Coxhead & Rashesh Shrestha, 2016. "Could a Resource Export Boom Reduce Workers’ Earnings? The Labour-Market Channel in Indonesia," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 52(2), pages 185-208, May.
    16. Marcela Meléndez Arjona & Arturo Harker Roa, 2008. "Revisiting economic growth in Colombia. A microeconomic perspective," WORKING PAPERS SERIES. DOCUMENTOS DE TRABAJO 009137, FEDESARROLLO.
    17. Quang Tran, Tuyen & Anh Tran, Tai & The Tran, Nu & Thi Nguyen, Hai, 2018. "Education and the livelihood of households in the Northwest Region, Vietnam," MPRA Paper 90414, University Library of Munich, Germany, revised 17 May 2018.
    18. Peng, Jiaqi & Li, Jun & Ma, Ling & Lv, Zhiwang, 2023. "The Contribution of Work Experience on Earnings Inequality of Migrant Workers: Decompositions Based on the Quantile Regression Equation," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 4(1), April.
    19. Diego Azqueta Oyarzun & Guillermina Gavaldon, 2014. "The economic assessment of education: Social Efficiency or Social Reconstruction?," 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 51, pages 969-978, Asociación de Economía de la Educación.
    20. Wright, Nicholas A., 2021. "Need-based financing policies, college decision-making, and labor market behavior: Evidence from Jamaica," Journal of Development Economics, Elsevier, vol. 150(C).
    21. Losina Purnastuti & Paul W. Miller & Ruhul Salim, 2013. "Declining rates of return to education: evidence for Indonesia," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 49(2), pages 213-236, August.
    22. Stefan Gravemeyer & Thomas Gries, 2010. "Income and disparity in Germany and China," Working Papers CIE 30, Paderborn University, CIE Center for International Economics.
    23. Rodrigo Azuero & David Zarruk Valencia, 2016. "The Effects of Student Loans on the Provision and Demand for Higher Education," PIER Working Paper Archive 17-020, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 22 Oct 2017.
    24. Oliver Morrissey & Susan Namirembe Kavuma & Richard Upward, 2015. "Private returns to education for wage-employees and the self-employed in Uganda," WIDER Working Paper Series 021, World Institute for Development Economic Research (UNU-WIDER).
    25. Michelle Riboud & Yevgeniya Savchenko & Hong Tan, 2007. "The Knowledge Economy and Education and Training in South Asia," World Bank Publications - Reports 19637, The World Bank Group.

    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. Santiago Budria, 2010. "Schooling and the distribution of wages in the European private and public sectors," Applied Economics, Taylor & Francis Journals, vol. 42(8), pages 1045-1054.
    2. 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.
    3. Fasih, Tazeen & Kingdon, Geeta & Patrinos, Harry Anthony & Sakellariou, Chris & Soderbom, Mans, 2012. "Heterogeneous returns to education in the labor market," Policy Research Working Paper Series 6170, The World Bank.
    4. Jelena Lausev, 2014. "WHAT HAS 20 YEARS OF PUBLIC–PRIVATE PAY GAP LITERATURE TOLD US? EASTERN EUROPEAN TRANSITIONING vs. DEVELOPED ECONOMIES," Journal of Economic Surveys, Wiley Blackwell, vol. 28(3), pages 516-550, July.
    5. Disney, Richard F & Gosling, Amanda, 2003. "A New Method for Estimating Public Sector Pay Premia: Evidence from Britain in the 1990's," CEPR Discussion Papers 3787, C.E.P.R. Discussion Papers.
    6. Philip Murphy & David Blackaby & Nigel O'Leary & Anita Staneva, 2020. "Understanding What Has Been Happening to the Public‐Sector Pay Premium in Great Britain: A Distributional Approach Based on the Labour Force Survey," British Journal of Industrial Relations, London School of Economics, vol. 58(2), pages 273-300, June.
    7. 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.
    8. 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.
    9. Anuneeta Mitra, 2016. "Education and earning linkages of regular and casual workers in India: a quantile regression approach," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 18(1), pages 147-174, October.
    10. Chris Sakellariou, 2005. "Heterogeneity in the Returns to Education and Experience: Evidence from a High and a Low Income S.E. Asian Country," Economic Growth Centre Working Paper Series 0501, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    11. 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.
    12. Morikawa, Masayuki, 2016. "A comparison of the wage structure between the public and private sectors in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 39(C), pages 73-90.
    13. 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).
    14. Corrado Andini, 2010. "A dynamic Mincer equation with an application to Portuguese data," Applied Economics, Taylor & Francis Journals, vol. 42(16), pages 2091-2098.
    15. Nadeem ul Haque & Musleh ud Din (ed.), 2020. "Public Sector Efficiency: Perspectives on Civil Service Reform," PIDE Books, Pakistan Institute of Development Economics, number 2020:4, December.
    16. Le Wang, 2013. "How Does Education Affect the Earnings Distribution in Urban China?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 435-454, June.
    17. T. Paul Schultz, 2004. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Journal of African Economies, Centre for the Study of African Economies, vol. 13(02), pages 95-148, December.
    18. Louis Christofides & Maria Michael, 2013. "Exploring the public-private sector wage gap in European countries," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-53, December.
    19. Kristjan-Olari Leping, 2005. "Public-Private Sector Wage Differential In Estonia: Evidence From Quantile Regression," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 39, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    20. Kevin Denny & Vincent O'Sullivan, 2004. "Can education compensate for low ability? Evidence from British data (version 3.1)," Working Papers 200420, School of Economics, University College Dublin.

    More about this item

    Keywords

    Access&Equity in Basic Education; Education For All; Teaching and Learning; Primary Education; Education and Society; Economics of Education;
    All these keywords.

    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:wbk:wbrwps:4040. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.